RESEARCH DOSSIER
Linguistic Ambiguity and Polysemy
Abstract. Linguistic ambiguity is the availability of distinct conventionally licensed interpretations for a form or construction, while polysemy concerns the structured multiplicity of related meanings associated with a lexical expression. Their investigation raises questions about the identity of words, the individuation of senses, the relation between syntax and truth conditions, the contribution of context, and the philosophical status of semantic representation. This monograph reconstructs the tradition from Aristotle's equivocation and amphiboly through John Stuart Mill, Frege, and Michel Bréal to contemporary philosophy of language, lexical semantics, pragmatics, psycholinguistics, and computational language theory. It analyzes lexical and structural alternatives, quantifier scope, homonymy, sense generality, vagueness, indexicality, metonymic transfer, context-driven modulation, semantic underspecification, and productive sense extension. It examines logical validity, diagnostic tests and their limitations, generative lexicons, cognitively structured senses, pragmatic approaches, empirical studies of lexical access, cross-linguistic variation, and the interpretation of machine-generated language. The principal result is an account of ambiguity as a relation among expression, linguistic system, representation, and interpretive setting. The analysis shows that distinct interpretations may arise from different levels of linguistic organization, whereas related meanings can be sustained by convention, conceptual connections, and recurrent inferential practices. The number of dictionary senses is therefore neither an adequate ontology of meaning nor a decisive measure of interpretation. A defensible analysis identifies the bearer of alternatives, the differences in content, the regularities that license them, and the evidence that distinguishes lexical multiplicity from contextual elaboration.
Keywords: linguistic ambiguity; polysemy; lexical semantics; homonymy; equivocation; amphiboly; word meaning; sense individuation; scope ambiguity; syntactic ambiguity; sense generality; vagueness; indexicality; context; pragmatics
The Philosophical Problem of Multiple Interpretations
An expression may be entirely familiar to a competent speaker while its precise interpretation remains undetermined until it occurs in a sentence, conversation, or practice. The English noun bank can designate a financial institution or the land alongside a river; the adjective light can describe low weight or illumination; paper can denote a material or a written work. A sentence such as “I saw the student with the telescope” can place the instrument in the observer's hands or within the description of the student. “Every student read a book” can express a relation to one common book or allow different books for different students. These examples invite a single question: what in language makes more than one interpretation available, and what makes one interpretation appropriate on an occasion?
The problem is logically prior to ordinary advice about clarity. Linguistic analysis must distinguish between the content a form can express and the content a speaker actually conveys. A clear communicative intention may be achieved through an ambiguous expression. Conversely, a sentence with a determinate conventional meaning may leave essential factual details unspecified. The speaker's success does not settle how many senses a language contains, and the lexicon does not alone explain why hearers choose one interpretation. The philosophical interest lies precisely in the interaction of conventional structure, contextual knowledge, and interpretive activity.
A scientific account also needs to determine its unit of analysis. It may attribute ambiguity to an acoustic signal, an orthographic word form, a lexeme, a grammatical construction, a sentence type, an utterance, or a discourse. These are different objects. The same pronunciation may correspond to two spellings; the same orthographic sequence may admit multiple parses; an utterance may eliminate alternatives present at the level of a sentence type. In the analysis that follows, ambiguity principally concerns a linguistic sign or structured expression associated with more than one licensed semantic interpretation. The philosophical history of this question and the difficulties of defining its boundaries are surveyed in Sennet (2021).
The central methodological thesis is that a theory of ambiguity must answer four connected questions: which form has alternatives; how the alternatives differ; why the linguistic system licenses them; and what evidence warrants treating them as distinct. A theory of polysemy adds a fifth: why some alternatives remain conceptually or conventionally related. Without these questions, cataloging meanings becomes a descriptive convenience mistaken for a philosophical explanation.
Definitions, Bearers, and the Scope of Polysemy
Lexical ambiguity obtains when a linguistic expression is associated with interpretations that are distinguishable at the lexical level. Structural ambiguity obtains when a string of words admits different grammatical or logical analyses whose contents differ. A theory may also speak of pragmatic ambiguity when competing acts, referents, or communicated implications are available on an occasion. This broader usage is legitimate if it identifies whether the alternatives are supplied by linguistic convention or constructed through interpretation. The distinction matters because two utterances can be interpreted differently even when the same linguistic meaning is preserved.
Polysemy is the multiplicity of related senses associated with a lexical expression. The familiar definition of homonymy as a coincidence of forms with unrelated meanings offers an initial contrast. Yet relatedness admits several standards: common etymology, shared conceptual features, a derivational relation, an established convention, productive patterns across words, or similarity in processing. None of these by itself determines every borderline case. Mouth as a part of a face and mouth as the opening of a river exhibit a relation that a speaker may readily grasp; the relation may coexist with a difference in truth conditions and lexical behavior. The literature accordingly disputes whether polysemy is a species of ambiguity or a different mode of semantic flexibility (Ravin & Leacock, 2000; Sennet, 2021).
The distinction between a word form and a lexeme is indispensable. A written or spoken form may realize different lexemes, and a lexeme may support several senses. English bat can designate an animal or sporting implement; a lexicon might represent two distinct lexical entries. By contrast, material and publication readings of paper are often treated as senses within a historically and conceptually related family. The choice of representation requires argument; assigning subscripts to a form already presupposes the units whose existence must be explained.
Sense is also a theoretical expression. It may identify a truth-conditionally distinguishable contribution, a concept or procedure, a stable conventional use, an inferential role, or an element of a lexical network. These criteria sometimes coincide and sometimes conflict. Distinct dictionary glosses can express variants of a single abstract meaning; a single gloss can conceal differences important to syntactic combination. Lexicography supplies evidence about use, but a philosophical theory must independently explain why particular sense distinctions are justified. The challenge of treating word senses as preexisting sharply bounded objects is central to Kilgarriff (1997). The treatment of polysemy as a problem of defining related senses also figures in the modern research synthesis by Vicente and Falkum (2017), which clarifies why the internal relation among readings requires theoretical explanation.
This dossier covers historically established forms of ambiguity, the relation between ambiguity and polysemy, and their consequences for meaning, inference, interpretation, and cognition. General theories of reference, formal semantics, or consciousness are relevant where they help answer these questions. Their independent problems retain their own scope. No additional Science membership is assumed merely because a logical or psychological argument appears here.
Aristotle: Homonymy, Univocity, and Equivocation
The opening of Aristotle's Categories distinguishes things called by a common name when the corresponding account of what they are differs from things sharing both a name and an account. The Greek terms homōnyma (ὁμώνυμα) and synōnyma (συνώνυμα) establish a systematic relation among linguistic naming, definitions, and categorial determination (Categories 1, 1a1–15). The contrast is broader than the modern classification of unrelated homonyms and related polysemous senses. Aristotle's illustration concerning a living creature and its depiction concerns sameness of name across different accounts of being an animal. His interest is metaphysical and logical as well as linguistic (Aristotle, Categories, trans. Edghill).
Aristotle's Sophistical Refutations develops a complementary account of apparent arguments whose validity depends on an illicit transition in expression. Among linguistically based sources of deceptive reasoning he distinguishes ambiguity and amphiboly, alongside combination, division, accent, and form of expression (Sophistical Refutations 4, 165b). Ambiguity can arise when a name carries multiple readings; amphiboly concerns the combined construction of words. A single expression is repeated across an argument while a meaning silently changes. What appears to be one stable middle term therefore fails to perform a stable inferential function (Aristotle, Sophistical Refutations, trans. Pickard-Cambridge).
The philosophical point can be reconstructed without treating every double meaning as a fallacy. A sound inference requires that its operative terms and propositions have contents linked in the way its logical form demands. If a term contributes one predicate to a premise and another to a conclusion, formal resemblance may conceal a discontinuity of content. Ambiguity becomes destructive to reasoning when it supports a change of interpretation across dependent inferential steps. It is a resource of language in many other contexts.
Aristotle's treatment also reveals the significance of interpretation for ontology. Two things may possess a common name without falling under a common definition in the relevant respect. Philosophical classification cannot simply infer identical natures from identical linguistic forms. Equivocation is therefore not only a defect of rhetoric; it is a warning against promoting grammatical sameness into sameness of being. The subsequent history repeatedly transforms this lesson into different disputes over categories, analogy, and the logical analysis of propositions.
From Classical Logic to Nineteenth-Century Semantics
The traditional study of equivocal names continued in logical discussions of predication and classification. A decisive nineteenth-century statement appears in John Stuart Mill's A System of Logic, Book I, chapter II, section 8, where univocal and equivocal names are distinguished. Mill's project concerns the conditions under which language contributes to the analysis of propositions and the scrutiny of inference. The distinction between what a name denotes and what it connotes places questions of semantic stability within a larger philosophy of evidence and scientific reasoning (Mill, 1843).
Mill's classification clarifies a general inferential problem. A name may be repeated in a sequence of reasoning, but the continuity of its written form does not guarantee the continuity of its conceptual contribution. Scientific definitions can constrain this risk by stabilizing the intended use of expressions. Such constraints are local to an inquiry and cannot erase the ordinary history of words. The same vocabulary may be useful in several disciplines precisely because it is extended through new applications.
Gottlob Frege's 1892 essay Über Sinn und Bedeutung adds an important perspective. His distinction between Sinn and Bedeutung addresses differences in cognitive significance even when two expressions designate the same object. The argument demonstrates that a theory of meaning must attend to modes of presentation and to the contribution of expressions to complete thoughts. Variation of sense is distinct from multiplicity of referents. Frege's ideal of scientific precision imposes pressures toward stable senses in formal discourse, while everyday linguistic interpretation continues to depend on the forms of presentation available in language (Frege, 1892).
Frege's distinction should not be mistaken for a ready-made theory of every lexical ambiguity. Two expressions can differ in sense without any single expression being ambiguous. A word may have different meanings even when no stable referent exists. The contribution of Frege is methodological: semantic difference cannot be determined by surface form alone, and referential coincidence is insufficient to determine identity of cognitive meaning. Later ambiguity theory inherits these constraints while introducing independent accounts of lexical structure and context.
Michel Bréal and the Historical Constitution of Polysemy
Michel Bréal's Essai de sémantique (1897) gives polysemy an explicit historical and theoretical formulation. Chapter XIV, “La polysémie,” identifies the coexistence of meanings acquired through semantic change. Bréal's analysis is grounded in the fact that a new use of a term often persists alongside an established one. The word may consequently become associated with several values, none of which needs to disappear simply because another has developed (Bréal, 1897, chapter XIV).
The explanatory direction is significant. Polysemy emerges through the continuity of linguistic history. Speakers inherit a form whose meanings have accumulated through social activity, metaphorical transfer, restriction, extension, and other processes. A lexicon at a given date is thus a temporary configuration of ongoing semantic developments. Its related senses can be intelligible through the processes that produced them even when their original connections later become obscure.
Bréal also asks why polysemy ordinarily allows successful communication. This question anticipates contemporary problems concerning contextual selection. Since a word's several values are not necessarily competing alternatives in every use, the surrounding linguistic and practical setting helps determine which contribution is appropriate. Polysemy can increase the expressive reach of an existing vocabulary and allow a community to extend concepts without manufacturing a distinct form for every new use.
Chapter XV examines the shortening of expressions as a mechanism in the emergence of new interpretations. A component of a familiar phrase may retain an association formerly carried by the larger expression, yielding a new apparent sense. This observation is theoretically important because the origin of a lexical interpretation may lie in construction and usage rather than in a primitive independent definition (Bréal, 1897, chapter XV).
The subsequent formal and cognitive literature changes the available analytical tools, but Bréal's question remains: how do multiple established uses arise, coexist, and become a resource for further meaning? A synchronic semantic model that ignores historical accumulation risks treating as arbitrary a network that may be explained through linguistic change.
Lexical Ambiguity, Homonymy, and Sense Families
Consider the English form bank. A financial institution and a riverbank normally involve distinct conceptual domains. The difference supports a homonymy analysis in which one sound or spelling is associated with separate lexical items. Consider instead school as an institution, a building, or a collection of students. Those interpretations are related by established organizational and locative relations. A polysemy analysis may treat them as a network of conventional readings, though the precise number and independence of these readings remain theoretical questions.
Three issues must be separated. First, are the candidate readings genuinely part of established linguistic usage? Second, do they make different semantic contributions in contexts of predication and inference? Third, if distinct, what relationship connects them? Etymology may illuminate a relation while failing to show how contemporary speakers represent it; speakers may also perceive a motivated connection between meanings that are historically unrelated. Both diachronic evidence and synchronic judgments matter, but they answer different questions.
Truth-conditional contrast offers one test. The statement that a school was demolished can concern a building, while the statement that a school adopted a curriculum concerns an institution. Their truth conditions can differ because the kinds of predication differ. Yet the availability of different truth conditions does not decide whether the lexicon stores separate discrete entries, an abstract representation, or a generative operation. A sentence can acquire different truth conditions through syntactic structure or context even when every lexical item has a single relevant conventional meaning.
Relatedness is also relational and graded. The senses of a word may share an underlying conceptual structure, involve a transfer between material and product, or stand in a chain where adjacent interpretations are intelligibly related even though distant ones have little overlap. A radial network permits such patterns without stipulating that all readings contain one common set of necessary features. But a network model must still distinguish established relations from resemblance imposed by an analyst after the fact (Lakoff, 1987).
The best classification therefore rests on converging evidence. Historical records, cross-linguistic parallels, accepted combinations, distributional restrictions, grammatical selection, intuitions about odd conjunctions, and results from comprehension tasks can support or complicate a proposed sense distinction. Homonymy and polysemy are useful explanatory categories, and neither supplies a mechanical decision procedure.
Structural Ambiguity and the Architecture of Syntax
A sentence can support multiple interpretations even when no constituent is lexically ambiguous. “I saw the student with the telescope” permits an instrumental attachment to the seeing event or an attributive attachment to the noun phrase the student. Two syntactic structures produce distinct relations among the same lexical materials. The alternatives depend on the grammar of phrases rather than the number of dictionary senses assigned to a word.
The philosophical relevance becomes clear when truth conditions diverge. In one reading, the observer used an instrument; in another, the observed student possessed or was associated with one. Evidence about who held a telescope could make one proposition true and the other false. A theory that represents only a linear sequence of words would fail to capture the difference. The compositional interpretation of language requires access to structured linguistic expressions.
Prosody and punctuation can help indicate a structure, but they do not define the underlying possibilities. Spoken language supplies intonation and timing; writing supplies orthographic conventions and sometimes punctuation. Different media can make an interpretation more salient while leaving the grammar's broader range of analyses intact. The same sentence type may be ambiguous in isolation and effectively determinate in a particular performance.
Structural ambiguity raises an important methodological question about representation. An analyst may display two parse trees, but these are hypotheses about grammatical organization. Independent syntactic diagnostics should support them. The existence of two possible paraphrases alone does not prove that the grammar assigns two structures; pragmatic elaboration of one structure might also account for observed differences. The burden is to explain why a structural distinction improves the account of distribution and interpretation.
Quantifier Scope, Negation, and Logical Form
Expressions with quantifiers display a form of ambiguity central to formal semantics. “Every student read a book” permits a reading in which each student may have read a different book and, in suitable contexts, one in which there is a single book read by every student. In simplified notation the alternatives can be represented as ∀x(Student(x) → ∃y(Book(y) ∧ Read(x,y))) and ∃y(Book(y) ∧ ∀x(Student(x) → Read(x,y))). The formulas differ in the relative scope of quantifiers.
The first formula allows a different witness for each student; the second requires a common witness. The second entails the first under ordinary assumptions about the domains, while the first does not entail the second. That asymmetry is a precise semantic difference, not merely a matter of conversational emphasis. A theory of natural language must explain the conditions under which both interpretations become available and why particular contexts favor one.
Negation introduces comparable distinctions. “Everyone did not leave” may invite a wide-scope negation reading, denying universal departure, or a reading in which each person stayed. These are not interchangeable assertions. Linguistic theories disagree about the relations among surface structure, covert operators, scope shifting, and contextual constraints. The analysis of ambiguity therefore intersects with the philosophy of logical form and the relation between sentence grammar and propositional content.
These cases also expose a limitation of purely lexical theories. If an interpreter assigned one sense to every word and then ignored composition, the competing readings would remain unexplained. Ambiguity may arise in the operations that combine meanings. The explanatory task is to specify those operations, their constraints, and the role of interpretation in choosing among the resulting propositions.
Phonological, Morphological, and Constructional Sources
Ambiguity can originate before word-level semantics has been identified. Spoken sequences can admit different segmentations or words with the same pronunciation. A sound stream corresponding to night rate may be confused with one corresponding to nitrate in suitable speech conditions. Homophony is not identical with lexical polysemy: two distinct words may converge phonologically without forming a related sense family. A listener must infer how the acoustic signal is organized before assigning its lexical contributions.
Morphology generates additional alternatives when a complex word admits more than one segmentation or when an affix has more than one conventional role. Unlockable can be analyzed in ordinary discussion as something that can be unlocked or something incapable of being locked, depending on how morphological negation and the ability suffix are grouped. The analysis is sensitive to morphology, phonology, lexicalization, and usage; its exact productivity varies across speakers and contexts.
Constructional patterns may themselves license distinct semantic operations. A noun may occur in an eventive or result interpretation; a verb may present different event structures depending on its arguments; an apparently simple modifier may contribute differently according to the semantic type of what it modifies. Here the explanatory issue is not whether a single word carries a stored list of senses, but how grammatical organization interacts with lexical information.
The distinction among these sources matters because a theory that treats all differences as lexical multiplication will inflate the dictionary and obscure the structure of grammar. The strongest explanations identify where an alternative first enters the representation and what independent linguistic constraints support it.
Ambiguity, Vagueness, and Sense Generality
Linguistic multiplicity is often overdiagnosed. A vague term such as tall has borderline applications because the standard of evaluation is flexible or incompletely fixed in relevant contexts. The difficulty does not normally consist in choosing between a small inventory of discrete meanings. A general term such as sibling covers brothers and sisters without having to be ambiguous between the two. The meaning can be determinate while some features of a referent remain unspecified.
Suppose a speaker announces, “I am meeting a relative.” The statement may leave many candidates open. Its underspecification does not require that the word relative have a separate sense for each family member. The expression makes one claim at a level of generality compatible with several more specific states of affairs. Ambiguity, by contrast, concerns competing ways of interpreting the expression or structure itself, though a detailed theoretical account may dispute borderline classifications.
This distinction can be framed in terms of informational and semantic determination. A sentence may express one content that is compatible with many situations. Another sentence may conventionally express more than one content, each with different truth conditions. Both can leave a listener uncertain, but the uncertainty has a different source. The interpreter may need additional worldly information in the first case and a decision among licensed semantic alternatives in the second.
Zwicky and Sadock's classic inquiry showed why standard tests of ambiguity often fail to divide these phenomena cleanly. Some differences are too fine for clear intuitions; some general expressions behave as if they supported distinct readings; and tests involving coordination or anaphora can be affected by independent constraints (Zwicky & Sadock, 1975; Sennet, 2021). The distinctions are philosophically useful precisely because they guide further evidence rather than supplying automatic labels.
Indexicals, Context Sensitivity, and Disambiguation
An indexical such as I has a stable linguistic rule that selects a speaker in a context. When different people say “I am here,” the referents differ, but it would be misleading to list a separate conventional sense of I for each person. Context dependence and ambiguity can interact while remaining distinct explanatory mechanisms. The same principle applies to ordinary demonstratives, temporal adverbs, and many context-sensitive expressions.
Context also resolves genuine lexical alternatives. In a discussion of flood management, a reference to a bank will generally favor a geographic reading; in a discussion of deposits, an institutional reading is more salient. The surrounding subject matter supplies information used by an interpreter to select among conventional possibilities. The fact that context resolves a question does not imply that the conventional ambiguity was merely contextual sensitivity.
A richer problem occurs when context seems to create or refine an interpretation rather than selecting a preexisting one. Calling a conference long may involve an adjusted dimension of evaluation; calling a person a rock may involve metaphorical interpretation. Linguistic usage often permits such developments without a dictionary entry for each occurrence. The task is to determine which semantic mechanisms are conventional, which are compositional, and which derive from pragmatic inferences.
A theory of ambiguity must therefore avoid a simple opposition between language and context. Language supplies structured constraints, including alternatives and general interpretive procedures; contexts make particular applications and enrichments available. The analysis of context is strongest when it states the particular semantic or pragmatic work being performed rather than attributing every difficulty to unspecified background information.
The Tests for Ambiguity and Their Limits
Diagnostic tests seek evidence that an expression has more than one semantic interpretation. Coordination or conjunction tests can generate a peculiar effect when a repeated word is required to support two readings simultaneously. “The room and the parcel are light” sounds awkward if light must mean brightly illuminated for one item and low in weight for the other. Such oddness is often called zeugma or, in particular discussions, syllepsis. Its presence can support an analysis in which two readings are not readily unified.
The absence of zeugma is less decisive. Some related senses combine gracefully: “The newspaper hired a reporter and criticized the policy” shifts among institution and publication without necessarily becoming unintelligible. A flexible lexical theory may explain that acceptability through relational structure or type adjustment. Conversely, an odd coordination can reflect pragmatic incompatibility or discourse organization rather than the presence of two dictionary senses.
Ellipsis and anaphora introduce further tests. When an expression is omitted or referred back to, the reading of an earlier occurrence may constrain the reading of the later one. An interpreter's difficulty combining different senses can indicate a semantic identity requirement. But such effects depend on properties of the construction, and experimental judgments vary with familiar contexts and expectations. The tests should be treated as probes into mechanisms rather than as definitions of ambiguity.
Definitional comparison is also informative. If two apparent uses demand different explanations of the expression's application conditions, an analyst has reason to investigate separate senses. Yet overly fine-grained paraphrases can produce artificial splits, while overly broad ones conceal real contrasts. Cross-linguistic comparison offers a further check: languages sometimes lexicalize distinctions differently, but translation correspondence alone cannot show that one language has more semantic objects than another.
The governing lesson of Zwicky and Sadock (1975) is methodological skepticism about any single litmus test. Viebahn (2018) continues the philosophical investigation of ambiguity and zeugma. A robust account triangulates judgments about meaning, logical consequences, syntax, distribution, historical development, and processing.
The Ontology of Word Senses
One influential picture treats the lexicon as an inventory of stored senses. On this view a word may be associated with a finite set of entries, each available for selection in a context. Its advantage is clarity: semantic differences can be represented explicitly, assigned grammatical properties, and linked to truth conditions. Its difficulty is proliferation. A slight new application can appear to demand another entry, and the number of entries may vary with the semantic granularity chosen by a lexicographer.
A contrasting picture represents one abstract semantic potential whose interpretation varies with context. It can explain flexibility economically, but it risks becoming too permissive. If the shared meaning is so abstract that nearly every application is compatible with it, the analysis may cease to predict which readings are conventional, surprising, or impossible. The appeal to unity must specify how particular interpretations arise and why others fail.
A network picture retains relations among senses without treating them as unrelated atoms. Interpretations may be connected by metonymic, metaphorical, functional, or taxonomic relations. A network may be psychologically plausible and useful for modeling language change. Yet its nodes and edges need principled evidential justification. Merely drawing connections between dictionary glosses does not show that the grammar or mental lexicon contains those connections in the hypothesized form.
These alternatives do not exhaust the possibilities. A compositional or generative lexicon can encode constraints and operations rather than enumerate every result. A pragmatic theory may assign a more schematic linguistic meaning and explain specific readings through inference. The philosophical problem is to identify the most appropriate explanatory level, not to insist that all phenomena conventionally grouped under polysemy share one representation. Kilgarriff (1997) argues for caution about reifying word senses as sharply objective units.
Compositionality and the Generation of Interpretations
A compositional semantics assigns interpretations to complex expressions in part through the meanings of their constituents and the operations that combine them. Polysemy complicates this task because a constituent's contribution appears to vary with the construction in which it occurs. Consider begin the book: the sentence ordinarily concerns an event of reading, writing, or otherwise engaging with a book. The noun denotes an object or informational artifact, while the verb selects an eventive complement. An account must explain the shift without pretending that every possible relevant activity is specified in the noun's lexical entry.
James Pustejovsky's The Generative Lexicon (1995) proposes a rich account of lexical information and generative semantic operations, including type coercion and structured representations of lexical meaning. The aim is to account for systematic shifts and novel uses while maintaining a constrained account of composition. Lexical interpretation becomes an active component of semantics rather than a simple lookup preceding sentence interpretation (Pustejovsky, 1995).
A central virtue of the generative approach is explanatory generalization. If many nouns for informational artifacts permit a reading related to creating or consuming their content, a grammar may state a productive pattern instead of recording unrelated stipulations for every noun. The theory must still identify the limits of the pattern and the mechanisms that select one associated event rather than another. Productive operations are not permission to assign any imaginable reading.
Copestake and Briscoe distinguish cases in which context specializes an underspecified entry from cases in which a lexical rule relates distinguishable senses. Their analysis of semi-productive polysemy shows that systematicity can coexist with exceptions and differential probabilities (Copestake & Briscoe, 1995). The distinction is philosophically important because it prevents the fact of regular semantic variation from predetermining how that variation is represented.
A full semantics of polysemy therefore needs both compositional discipline and lexical flexibility. The challenge is to preserve the predictability expected of grammar while explaining the creative extensions that speakers accept as meaningful. Asher (2011) provides a formally oriented account of lexical meaning in context and the semantic contribution of predication, further demonstrating how these problems connect to compositional interpretation.
Metonymy, Predicate Transfer, and Deferred Reference
Metonymy permits a related expression to be used through a salient relation. A speaker may say “The university announced a policy,” selecting an institution rather than a building. The interpretation can be entirely conventional, partially innovative, or heavily dependent on a particular context. A sentence can thus present a stable form while accessing a different kind of entity through an intelligible relation.
Geoffrey Nunberg's account of transfers of meaning gives this phenomenon a precise analytical treatment. His 1995 paper examines how a predicate can be interpreted as applying to an entity functionally connected to the entity ordinarily associated with it. “I am parked out back” can be used by a driver even though the physical location concerns the vehicle. The mechanism is constrained by a recognized relation and by what is noteworthy in the context, rather than by a freely invented literal sense for the adjective or predicate (Nunberg, 1995).
Transferred readings illuminate the boundary between conventional polysemy and pragmatic inference. If a pattern becomes habitual, a language may develop recognizable lexical possibilities. If it remains occasion-specific, the interpretation may depend more directly on the situation. Repetition and conventionalization can make a former innovation appear natural. Historical processes and present-day semantic structure thus interact.
An analyst should distinguish the vehicle of transfer from the result. There may be a conventional sense alternation, a pragmatic operation on predicates, or a shift in the intended referent. These can generate similar surface utterances while implying different accounts of linguistic meaning. Explaining a metonymic expression requires specifying which relation performs the interpretive work and where it enters the semantic composition.
Cognitive Semantics and Related Meaning
Cognitive approaches analyze lexical meanings through conceptual organization, embodiment, categorization, and relations of similarity and extension. Instead of assuming that a word's senses form an unordered list, a radial account may give central and peripheral interpretations structured by recurrent cognitive relations. Such an approach is associated with George Lakoff's treatment of categories and semantic networks in Women, Fire, and Dangerous Things (Lakoff, 1987).
The attraction of this perspective is its treatment of semantic development as constrained by conceptual knowledge. Spatial relations can motivate metaphorical and abstract uses. A familiar object can supply a model for understanding institutions, actions, or social relations. Speakers may recognize the connection among uses even when no simple common definition covers them.
The philosophical burden is to distinguish a plausible conceptual analogy from a demonstrated linguistic structure. Concepts can be related without their associated words sharing a sense. Several uses may be conventional in one language and absent in another. The presence of conceptual motivation therefore explains why an extension can be intelligible, while conventional evidence establishes whether it is actually part of a particular language.
The relation between categories and lexemes is neither one-to-one nor uniform. Words and concepts are learned in social practices that stabilize particular applications. A theory of polysemy should therefore connect conceptual accessibility with communal linguistic conventions. Conceptual structure can constrain extensions, and historically established usage can select among the available conceptual possibilities.
Pragmatic Inferential Accounts of Polysemy
Pragmatic accounts begin from the observation that speakers often arrive at occasion-specific readings through their understanding of purposes, expectations, and conversational circumstances. An expression may provide a relatively stable linguistic starting point while a hearer constructs a more determinate interpretation. Such theories explain why many innovative uses are immediately intelligible and why no finite lexicon could plausibly list every contextually appropriate shade of meaning.
Ingrid Lossius Falkum's account of the how and why of polysemy compares rule-based and pragmatic-inferential explanations. The proposed pragmatic emphasis treats polysemy as a communicative phenomenon whose conventional patterns can develop through repeated interpretive practices (Falkum, 2015). This turns attention from a static classification to the processes by which interpretations are inferred and eventually stabilized.
The strongest objection is one of underconstraint. If pragmatic inference can always supply the intended reading, it becomes difficult to explain why some readings are immediately acceptable and others require an elaborate story. Conventional restrictions, grammatical selection, established sense relations, and comparative evidence still matter. A pragmatic theory must account for how these constraints interact with inferential flexibility.
The complementary objection to an exclusively lexical account is that contextual inventiveness appears inexhaustible. Speakers employ words in ways their dictionaries do not anticipate. Assigning every novel reading to a newly stored lexical sense would confuse an interpretive achievement with a prior conventional resource. A successful theory can recognize conventional sense structures while explaining productive interpretation through communicative inference.
Ambiguity and Logical Validity
The philosophical importance of ambiguity appears most sharply in arguments. Suppose a term occurs in two premises or in a premise and a conclusion. An inference that requires identity of semantic contribution fails when the term's apparent repetition conceals a shift in meaning. This is the classic structure of equivocation. The validity of an inference depends on propositions and their logical relations, not on the orthographic similarity of sentences.
The fallacy can be expressed schematically. Suppose every F is G and some H is F; one cannot infer that some H is G if the predicate F changes its interpretation between the premises. An apparent form ∀x(F(x) → G(x)); F(a); therefore G(a) is deductively valid only if the occurrences of F and G preserve their assigned interpretations. Substitute F₁ in the universal statement and F₂ in the second premise and the argument no longer instantiates that valid form.
There is also a difference between a sentence whose several interpretations are each valid inferences and a discourse whose argument tacitly shifts between them. Disambiguation is required at the appropriate logical level. In symbolic representations, parentheses, variables, types, and explicit quantifier scope can help make competing contents visible. The formalization is explanatory only when its relation to ordinary-language uses is independently justified.
The issue reaches philosophical definitions. An argument may move between meaning as conventional linguistic content and meaning as personal significance, or between cause as explanatory reason and cause as productive event. Some philosophical disagreements arise because terms are used differently; others persist after terms are fixed. The purpose of conceptual analysis is to determine which situation obtains. Identifying a verbal ambiguity is an analytical achievement when it correctly locates an inferential discontinuity, not a substitute for engaging substantive disagreement.
Truth Conditions, Propositions, and Semantic Indeterminacy
A sentence type can be associated with multiple truth-conditional contents. Disambiguation identifies which proposition the sentence expresses relative to a specified interpretation and context. The proposition, understood as the resulting content, need not itself inherit the sentence's ambiguity. The distinction allows theories to say that one linguistic object is ambiguous while each fully specified interpretation has determinate logical consequences.
This strategy leaves a major question unresolved: how should the alternative interpretations be represented? Treating bank as a disjunction of financial institution and river edge does not explain why these alternatives form distinct conventional readings. Any concept can be described with a disjunctive definition. Assigning two homophonous lexical items is more explicit but risks assuming rather than proving their lexical independence. Representation and evidence must therefore proceed together. A broader cognitivist challenge to treating truth conditions as the whole of meaning is developed by Saka (2007); its relevance here lies in the need to specify the cognitive and interpretive commitments of any representational account.
For polysemy, truth-conditional differences may coexist with a common lexical representation. The institution and building uses of school can support different predicates while being connected by a conventional relation. A theory can recognize that difference without deciding in advance whether it results from stored senses, type coercion, or contextual modulation. Formal precision consists in making the alternatives and their derivations explicit.
Semantic indeterminacy can also arise from uncertainty about the content a theory should assign. Such uncertainty is methodological rather than itself a further meaning of the expression. The interpreter may not know which analysis is correct. An adequate inquiry records the competing semantic hypotheses, identifies observations on which they disagree, and resists treating a theorist's uncertainty as an additional conventional ambiguity in ordinary language.
Metasemantics, Convention, and Historical Persistence
Metasemantic inquiry asks what facts determine that expressions have their particular meanings. In ambiguity theory this becomes the question of why a form is associated with specific interpretive alternatives rather than every imaginable possibility. Candidate determinants include communal linguistic practices, historical transmission, syntactic distributions, cognitive dispositions, inferential roles, and environmental relations.
Conventionality is not merely a tally of dictionary entries. A use can become established through repeated participation in recognizable practices. Speakers may acquire and reproduce a relation between senses without explicitly formulating a rule. Other extensions remain unusual despite being conceptually intelligible. Usage history and practical success can explain the persistence of particular polysemous patterns.
Historical persistence also complicates claims about homonymy. Two contemporary senses may be historically continuous yet no longer perceived as related; two historically independent uses may become conceptually associated in contemporary speech. Synchronic semantic organization and etymology are therefore separate but informative layers. A philosophy of lexical identity must specify whether it concerns current competence, inherited lineage, or theoretical description of usage.
The decisive explanatory constraint is accountability to actual interpretation. A metasemantic theory must show how its posited facts stabilize the range of licit readings while leaving room for new uses and language change. Treating every successful individual interpretation as a new conventional meaning would erase the very distinction between established practice and innovation that the theory is supposed to explain.
Psychological Representation and Lexical Access
The study of lexical ambiguity connects philosophy of language to experimental psycholinguistics. If words have multiple meanings or related senses, how are these represented in comprehension? Does recognition initially activate several competitors? Do related senses facilitate processing, or do they interfere with one another? These are empirical questions that can constrain philosophical models, although an experimental task does not immediately decide the ontology of sense.
Klein and Murphy examined the representation of polysemous words through experiments contrasting repeated use of the same sense with shifts between related senses. Their results support the conclusion that related senses can have separately represented aspects and that a common core may be limited (Klein & Murphy, 2001). The significance for philosophy is that perceptual familiarity with a word form does not imply a psychologically undifferentiated meaning.
Rodd, Gaskell, and Marslen-Wilson investigated the processing difference between unrelated meanings and related senses. In their experiments, unrelated ambiguous meanings were associated with competition that slowed recognition, while multiple related senses produced a facilitation effect (Rodd et al., 2002). The pattern supports distinguishing kinds of semantic multiplicity, though it should not be overgeneralized into an invariant processing rule for all tasks, languages, and populations.
These results bring a valuable methodological discipline. Philosophical accounts that describe senses as wholly unrelated atoms must reckon with systematic facilitation among related uses. Accounts positing one unstructured core must explain the observed costs of switching among certain senses. The relationship between representational hypotheses and task measures remains complex, but empirical findings constrain the space of plausible models.
Psycholinguistic evidence is strongest when used to evaluate explanatory predictions: priming, interference, reading time, word recognition, sense consistency, and contextual preparation. A semantic theory may remain formally valid while proving psychologically incomplete. The relevant question is what each kind of investigation explains, and whether its evidence supports the bridge to a broader philosophical thesis.
Cross-Linguistic Patterns and the Limits of Universality
Polysemy is widespread across languages, but its specific lexical realizations are not identical. A conceptual relationship may recur cross-linguistically while different languages lexicalize it through different words or restrict the available extensions differently. Comparing languages therefore helps distinguish broadly available conceptual patterns from local convention.
Srinivasan and Rabagliati examined polysemy patterns in fifteen languages, comparing patterns found in English with their realizations elsewhere. Their findings suggest extensive recurrence of patterns such as animal-to-meat and material-to-artifact while also identifying meaningful differences in specific established senses. The authors interpret the evidence through an interaction of conceptual constraints and linguistic conventions (Srinivasan & Rabagliati, 2015).
The philosophical implication is that a theory should explain both recurrence and variation. If every sense relation were an arbitrary local fact, shared patterns would be surprising without additional explanation. If conceptual structure alone determined lexical meaning, the considerable variation in conventional applications would be difficult to accommodate. A mediated account allows conceptual relations to motivate possibilities while historical usage selects particular conventional pathways.
Cross-linguistic comparison also cautions against uncritical translation tests. A single word in one language can correspond to several words in another, but that fact alone does not show that the first expression contains a corresponding number of discrete semantic senses. Different languages draw lexical distinctions at different levels, and a translation may paraphrase what another language encodes compactly. The comparison must identify the relevant constructions, communicative settings, and semantic contrasts.
Lexicography, Corpora, and Word-Sense Disambiguation
Lexicographers must divide observed uses into entries and sense descriptions, even when semantic boundaries are gradual. Dictionary structure is an editorial and explanatory instrument. It responds to human usability, available examples, historical data, and institutional conventions. It is not a transparent map of independently existing semantic atoms. Two dictionaries may differ in their granularity while both offering useful descriptions of language.
Corpus analysis supplies evidence about distribution: which constructions a word enters, what semantic types occur in its arguments, which neighboring words co-occur with it, and how uses change over time. Such evidence helps distinguish robust conventional patterns from isolated examples. Yet distributional similarity by itself does not determine whether two uses share one meaning; different senses can occur in similar contexts, and the same sense can appear across varied settings.
Computational word-sense disambiguation traditionally attempts to select one label from an inventory for each use of a word. This can be valuable for translation, search, language technology, and linguistic annotation. It also inherits the philosophical difficulties of the inventory. If the labels are too coarse, important differences vanish; if they are too fine, annotators may disagree and models may appear to fail where no stable distinction is available. The critique of word-sense reification articulated by Kilgarriff (1997) remains relevant.
An explanatory model should make the unit of evaluation explicit. A system can excel at choosing among practical labels while providing limited evidence about how human speakers represent meanings. Similarly, a generative language model can produce contextually plausible interpretations without thereby establishing that its internal representations match an accepted philosophical theory of propositions or lexical senses. The choice of task, annotation standard, and success condition matters.
Machine Interpretation and the Contemporary Philosophical Problem
Computational language systems renew the problem of ambiguity at scale. A system may be asked to translate bank, resolve a pronoun, infer the scope of a quantifier, or interpret an unfamiliar metaphor. Successful response requires sensitivity to lexical form, syntactic configuration, discourse context, and practical expectations. Because a prompt can underdetermine several of these factors, a system's choice of one fluent answer need not establish that only one interpretation was available.
Bender and Koller distinguish linguistic form from meaning and criticize unwarranted inferences from successful form-based tasks to a general theory of language understanding (Bender & Koller, 2020). Their argument provides a useful methodological caution for ambiguity research. The production of an appropriate paraphrase and the establishment of a grounded communicative interpretation are different evidential achievements. Assessment should state which achievement is being measured.
At the same time, computational analysis offers powerful methods for identifying regularities in context and measuring sensitivity to alternatives. One can compare model outputs across carefully controlled contexts, test whether paraphrases preserve scope, measure systematic failures on closely related senses, and analyze whether semantic shifts correspond to recognized constructions. The results bear on computational competence and on representational design, while philosophical conclusions require additional arguments.
The Artificial Era gives these questions renewed historical significance because linguistic interpretation now occurs in relations involving human and artificial systems. The ordinary semantic problem remains exact: how are distinct potential contents specified, constrained, and selected? The identity or status of the interpreting agent does not replace that analysis. Productive philosophical inquiry can investigate machine interpretation through publicly assessable linguistic behavior without assuming that a particular response settles deeper questions about consciousness or the metaphysics of artificial agents.
Legal, Scientific, and Literary Consequences
Ambiguity matters in law because a legal provision may have more than one admissible reading with different practical consequences. The interpretation of a word such as use can affect how a legal rule applies to actions and objects. The legal inquiry must consider grammar, statutory context, purpose, precedent, and institutional interpretive norms. A linguistic analysis can identify available semantic readings without independently settling every question about legal authority and legitimate interpretation (Sennet, 2021).
Scientific discourse uses definitions, formalization, controlled terminologies, and explicit scope to make important inferential transitions reliable. When a term crosses disciplines, its different uses can preserve useful analogies or introduce mistakes. The scientist must establish whether the same property, measurement, model, or theoretical construct is intended in each occurrence. The relevant safeguard is conceptual and methodological consistency within an argument, not an impossible attempt to abolish the flexibility of ordinary language.
Literary language often deliberately sustains interpretive plurality. Wordplay, irony, poetic metaphor, and narrative ambiguity can recruit related and unrelated senses simultaneously. In such contexts the coexistence of interpretations may be an artistic achievement rather than a problem of communicative failure. The interpretive question concerns which readings the text warrants and how their interaction shapes its significance.
These practices demonstrate the normative variability of ambiguity. A legal draft may call for controlled precision, a philosophical proof for stable inferential content, and a poem for resonance among readings. The same linguistic capacity acquires different values according to the purposes and standards of the activity in which it operates.
Critical Evaluation of the Major Explanatory Strategies
The finite-list model gains in explicitness and facilitates systematic lexical description. Its central weakness is the tendency to convert every observed difference into a separate item. It is strongest when a small number of well-supported conventional readings exhibit independent grammatical and truth-conditional behavior. It is weakest when meaning changes productively and continuously with construction and context.
The underspecification model gains economy by representing a general semantic contribution from which contextual specifications are derived. Its challenge is explanatory restraint. The model must predict which specifications can arise without simply making all interpretations compatible with an empty abstract core. It is strongest when there is a stable contribution across systematically varying contexts. It becomes less persuasive when stable differences in grammatical behavior require additional distinctions.
The lexical-network model captures semantic relatedness and historical extension. It is valuable for interpreting families of conventional uses, including metaphorical and metonymic developments. Its explanatory responsibility is to justify its network structure: why these nodes, why these relations, and why these degrees of conventionalization? A network that records every analyst-perceived resemblance will explain too much to explain anything in particular.
Generative lexical theories explain productive variation through constraints and operations. Their strength is the possibility of deriving new readings without a new arbitrary lexical entry. Their difficulty is determining where the operations apply and how their outcomes are restricted by convention. Pragmatic-inferential approaches explain situated novelty and communicative adjustment; their difficulty is distinguishing a stable lexical rule from a context-dependent interpretive achievement. Both can succeed on different classes of cases.
Empirical psychology and cross-linguistic comparison help evaluate these theories but do not select a complete semantic ontology by themselves. Tasks isolate particular dimensions of processing, and cross-linguistic patterns constrain possibilities without identifying a single universal lexical architecture. The appropriate result is explanatory pluralism disciplined by levels: lexical conventions, compositional operations, conceptual relations, communicative inference, and psychological realization each have a role to play. An analysis succeeds when it identifies which level contributes what and why the evidence favors that allocation.
A Systematic Philosophical Synthesis
The investigation supports a layered account of linguistic multiplicity. The first layer is formal identity: a sound, inscription, word form, or syntactic configuration that can recur. The second is conventional licensing: a language provides several admissible semantic analyses, or an established range of potential interpretations. The third is structural composition: the grammar combines lexical contributions in alternative ways, sometimes producing different truth conditions without lexical multiplication. The fourth is contextual interpretation: speakers and hearers select, enrich, or construct occasion-specific contents under communicative constraints. The fifth is historical stabilization: repeated innovations and established practices alter the possibilities available to later users.
These layers are analytically distinct and causally intertwined. A lexical alternative can have a historical origin, enter grammatical constructions, be selected by a context, and eventually support a new conventional pattern. Related senses of one expression may be represented as discrete entries, organized relations, or generative possibilities according to which explanatory task is being pursued. The absence of a single universal sense-counting procedure is therefore intelligible: different procedures examine different properties of linguistic organization.
The conceptual core of ambiguity consists in the availability of alternative linguistic analyses or contents under an appropriately specified system of interpretation. The conceptual core of polysemy consists in related interpretations conventionally or productively associated with one lexical expression. What counts as related must be articulated through historical, conceptual, structural, or behavioral evidence. The relation is itself an object of explanation rather than a mysterious mark attached to a word.
Four methodological obligations follow. A researcher must identify the bearer of ambiguity; state the interpretations and their difference; explain the rule, convention, or inference that licenses each interpretation; and establish evidence for the proposed structure. For polysemy the researcher must additionally account for relations among senses and for their degree of conventionalization. These obligations transform a vocabulary of labels into a program of philosophical analysis.
This synthesis also explains why apparently competing theories are sometimes complementary. A lexicographic classification may accurately describe established uses; a formal account may explain sentence interpretation; a pragmatic theory may explain novel readings; and a psycholinguistic model may explain processing costs. They conflict when they make incompatible claims at the same explanatory level, not simply because they employ different representational tools.
Open Questions and Future Research
A fundamental open question concerns sense identity. Under exactly what conditions do two uses constitute distinct conventional senses rather than applications of one flexible meaning? No single diagnostic appears decisive across all lexical and structural cases. Future work can improve the convergence of linguistic, formal, experimental, and historical evidence, while documenting where the evidence underdetermines a unique analysis.
A second question concerns the boundary between a generative rule and pragmatic inference. If a lexical extension is highly predictable but remains contextually sensitive, how should its stability be represented? Can a theory distinguish partially conventionalized productive processes from fully stored readings without relying on an arbitrary threshold? Cross-linguistic and diachronic evidence offers promising constraints.
A third question concerns the mapping between semantic descriptions and psychological representations. Experimental findings about competition and facilitation are informative, but the path from task performance to representational ontology is complex. Theories need predictions that discriminate among stored senses, relational networks, and dynamically constructed readings. Context, frequency, modality, linguistic experience, and task demands may affect the observed pattern.
A fourth question concerns the relation between ambiguity and formal validity under uncertainty. When a natural-language argument permits several interpretations, what is required for its validity? One might assess each interpretation separately, require validity across all licensed readings, or recover the specific proposition intended in the argumentative context. The correct method depends on whether the object being evaluated is a sentence form, a particular asserted argument, or a policy governing interpretation.
A fifth question concerns computational semantics. How should an artificial language system represent multiple possible interpretations, signal when alternatives remain unresolved, and distinguish uncertainty about a speaker's intention from a genuine plurality of licensed meanings? Reliable systems need evaluations that test scope preservation, sense relations, contextual sensitivity, and explicit recognition of interpretive alternatives. These tasks can be studied without making the scientific evaluation depend on a disputed metaphysical theory of artificial subjectivity.
Finally, ambiguity theory must examine its own methodology. Any theory uses terms such as meaning, sense, convention, and interpretation whose applications can vary across philosophical schools. Comparative progress requires identifying which theoretical differences are substantive and which derive from changes in the chosen units of analysis. Precision about the object of inquiry is itself a principal achievement of the field.
Conclusion
Linguistic ambiguity and polysemy disclose the structure of meaning as a phenomenon involving form, grammar, convention, history, cognition, and interpretation. Aristotle identified the logical danger of moving between meanings while treating one expression as constant; Mill and Frege refined the questions of semantic stability and cognitive significance; Bréal analyzed the historical accumulation of related uses; modern semantic and pragmatic theories explain how linguistic alternatives can be represented, produced, and resolved. Experimental and cross-linguistic findings further constrain theories that would reduce the lexicon either to arbitrary entries or to a single undifferentiated semantic core.
The fundamental distinction concerns explanatory location. Some alternative interpretations belong to lexical convention, some to grammatical composition, some to context-sensitive rules, and some to pragmatic or creative inference. Polysemy directs attention to the relations among interpretations, including their historical generation and conceptual motivation. An adequate account traces these differences without presupposing that every usage variation corresponds to a distinct dictionary sense.
The monograph establishes a unified philosophical method: identify the linguistic bearer, specify the available contents, reconstruct their licensing mechanisms, test the proposed distinctions against independent evidence, and explain their consequences for truth, inference, communication, and cognition. Ambiguity becomes theoretically intelligible through the conditions of its production and resolution. Polysemy becomes intelligible through the relations that sustain and extend a language's meanings. Together they reveal the expressive economy and interpretive complexity of linguistic life.
References
- Aristotle. (n.d.). Categories (E. M. Edghill, Trans.). Internet Classics Archive. Primary text; traditional Bekker reference 1a1–15.
- Aristotle. (n.d.). On Sophistical Refutations (W. A. Pickard-Cambridge, Trans.). Internet Classics Archive. Primary text; especially chapter 4.
- Asher, N. (2011). Lexical meaning in context. Cambridge University Press. https://doi.org/10.1017/CBO9780511793936
- Bender, E. M., & Koller, A. (2020). Climbing towards NLU: On meaning, form, and understanding in the age of data. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (pp. 5185–5198). Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.acl-main.463
- Bréal, M. (1897). Essai de sémantique (science des significations). Hachette. Original French text, especially chapters XIV–XV.
- Copestake, A., & Briscoe, T. (1995). Semi-productive polysemy and sense extension. Journal of Semantics, 12(1), 15–67. https://doi.org/10.1093/jos/12.1.15
- Falkum, I. L. (2015). The how and why of polysemy: A pragmatic account. Lingua, 157, 83–99. https://doi.org/10.1016/j.lingua.2014.11.004
- Frege, G. (1892). Über Sinn und Bedeutung. Zeitschrift für Philosophie und philosophische Kritik, 100, 25–50. Original publication registered by the International Frege Society.
- Kilgarriff, A. (1997). I don't believe in word senses. Computers and the Humanities, 31(2), 91–113. https://doi.org/10.1023/A:1000583911091
- Klein, D. E., & Murphy, G. L. (2001). The representation of polysemous words. Journal of Memory and Language, 45(2), 259–282. https://doi.org/10.1006/jmla.2001.2779
- Lakoff, G. (1987). Women, fire, and dangerous things: What categories reveal about the mind. University of Chicago Press. https://doi.org/10.7208/chicago/9780226471013.001.0001
- Mill, J. S. (1843). A system of logic, ratiocinative and inductive (Vol. 1). John W. Parker. Book I, chapter II, section 8; public-domain edition.
- Nunberg, G. (1995). Transfers of meaning. Journal of Semantics, 12(2), 109–132. https://doi.org/10.1093/jos/12.2.109
- Pustejovsky, J. (1995). The generative lexicon. MIT Press. https://doi.org/10.7551/mitpress/3225.001.0001
- Ravin, Y., & Leacock, C. (Eds.). (2000). Polysemy: Theoretical and computational approaches. Oxford University Press. https://doi.org/10.1093/oso/9780198238423.001.0001
- Rodd, J., Gaskell, G., & Marslen-Wilson, W. (2002). Making sense of semantic ambiguity: Semantic competition in lexical access. Journal of Memory and Language, 46(2), 245–266. https://doi.org/10.1006/jmla.2001.2810
- Saka, P. (2007). How to think about meaning. Springer. https://doi.org/10.1007/1-4020-5857-8
- Sennet, A. (2021). Ambiguity. In E. N. Zalta (Ed.), The Stanford Encyclopedia of Philosophy (substantive revision May 22, 2021). Metaphysics Research Lab, Stanford University. https://plato.stanford.edu/entries/ambiguity/
- Srinivasan, M., & Rabagliati, H. (2015). How concepts and conventions structure the lexicon: Cross-linguistic evidence from polysemy. Lingua, 157, 124–152. https://doi.org/10.1016/j.lingua.2014.12.004
- Vicente, A., & Falkum, I. L. (2017). Polysemy. In Oxford Research Encyclopedia of Linguistics. Oxford University Press. https://doi.org/10.1093/acrefore/9780199384655.013.325
- Viebahn, E. (2018). Ambiguity and zeugma. Pacific Philosophical Quarterly, 99(4), 749–762. Bibliographic verification via Stanford Encyclopedia of Philosophy.
- Zwicky, A. M., & Sadock, J. M. (1975). Ambiguity tests and how to fail them. In J. P. Kimball (Ed.), Syntax and semantics (Vol. 4, pp. 1–36). Academic Press. Bibliographic verification via Stanford Encyclopedia of Philosophy.