It’s important to note that these are not direct labels of dimensions but rather potential types of information that the dimensions could implicitly encode, depending on the data and methods used in training the embedding model. Word embeddings typically do not have explicit labels for each dimension; the dimensions are learned from data and are often not interpretable directly. Instead, they are abstract features that collectively help in representing the semantic and syntactic usage of words as observed in the training corpus.
1. Part of Speech: Whether the word is a noun, verb, adjective, etc.
2. Tense: Past, present, future
3. Number: Singular, plural
4. Gender: Masculine, feminine, neutral
5. Case: Nominative, accusative, dative, etc.
6. Degree: Comparative, superlative
7. Mood: Indicative, imperative, subjunctive
8. Aspect: Perfective, imperfective
9. Voice: Active, passive
10. Person: First, second, third
11. Politeness: Formal, informal
12. Syntax: Subject, object, modifier
13. Synonymy: Words with similar meanings
14. Antonymy: Words with opposite meanings
15. Hyponymy: Word is a more specific form of another word
16. Hypernymy: Word is a more general form of another word
17. Meronymy: Part-whole relationships
18. Holonymy: Whole-part relationships
19. Collocation: Frequent co-occurrence with other words
20. Connotation: Positive, negative, neutral
21. Denotation: Direct, explicit meaning
22. Abstractness: Abstract vs. concrete
23. Polysemy: Having multiple meanings
24. Homonymy: Same spelling, different meaning
25. Etymology: Origin of the word
26. Phonetic Properties: Pronunciation-related characteristics
27. Morphological Formation: How words are formed or altered
28. Semantic Field: Area of meaning, e.g., medical, legal
29. Register: Appropriate context for use (formal, slang, technical)
30. Frequency of Use: Common vs. rare
31. Semantic Role: Agent, theme, instrument, etc.
32. Pragmatic Usage: Usage in different communication situations
33. Age of Acquisition: When a word is typically learned
34. Length of Word: Number of characters or phonemes
35. Figurative Language: Metaphorical or idiomatic usage
36. Cultural Reference: Associations with specific cultures
37. Geographic Usage: Regional usage variations
38. Historical Usage: Changes in usage over time
39. Textual Cohesion: Role in connecting text
40. Rhetorical Effect: How it influences persuasion or emotion
41. Sensory Associations: Related to sight, sound, touch, taste, or smell
42. Emotional Charge: Evoking specific emotions
43. Subjectivity: Subjective vs. objective
44. Causality: Causal relations with other terms
45. Probability of Occurrence: Likelihood in certain contexts
46. Typical Context: Common environments or scenarios where used
47. Compatibility: Compatibility with other words or concepts
48. Saliency: Prominence or importance in discourse
49. Dependency Relations: Syntactic dependencies
50. Coherence Relations: Logical relationships in text
51. Euphony: Pleasantness of sound
52. Alliteration: Repetition of initial sounds in successive words
53. Assonance: Similarity in vowel sounds
54. Consonance: Repetition of consonant sounds
55. Prosody: Rhythmic and intonational aspect of language
56. Idiomatic Expressions: Usage in common phrases or idioms
57. Loanwords: Words adopted from another language
58. Abbreviations: Shortened forms of words or phrases
59. Neologisms: Newly coined terms
60. Archaic Terms: Words that are no longer in common use
61. Jargon: Special words used by a particular profession or group
62. Discourse Markers: Words or phrases used to manage the flow of discourse
63. Filler Words: Words with little lexical meaning, used to manage pauses
64. Transitivity: Whether a verb requires an object
65. Predicativity: Ability to be used as a predicate
66. Countability: Countable vs. uncountable nouns
67. Animacy: Whether a noun is animate or inanimate
68. Directness: Direct vs. indirect expressions
69. Literal vs. Figurative: Usage in literal or figurative contexts
70. Elicitation of Imagery: Ability to evoke mental images
71. Complexity: Lexical or syntactic complexity
72. Frequency in Literature: Commonness in written works
73. Frequency in Spoken Language: Commonness in spoken language
74. Error Proneness: Tendency to be involved in speech or writing errors
75. Recency of Use: Current usage trends
76. Symbolic Value: Symbolic meanings or representations
77. Word Formation Processes: Derivation, compounding, clipping, etc.
78. Grammatical Agreement: Agreement with other words in gender, number, etc.
79. Clarity: Clarity or ambiguity of meaning
80. Word Order: Typical position in sentences
81. Narrative Role: Role in storytelling or narrative contexts
82. Epistemic Status: Conveying certainty or possibility
83. Experiential Markers: Words marking personal experience
84. Evaluative Language: Expressing evaluation or opinion
85. Intensifiers: Words that intensify adjectives or verbs
86. Mitigators: Words that soften or tone down statements
87. Polarity: Positive or negative sentiment
88. Interjections: Words used to express emotion
89. Function Words vs. Content Words: Grammatical vs. lexical meaning
90. Referential Clarity: Precision in referring to specific entities
91. Information Density: Amount of information conveyed
92. Role in Question Formation: Usage in interrogatives
93. Modification Potential: Ability to be modified by adjectives or adverbs
94. Scalar Positions: Positions on scales of measurement or evaluation
95. Honorific Usage: Use in respectful or honorific contexts
96. Ellipsis Susceptibility: Ability to be omitted under certain conditions
97. Parenthetical Usage: Use within parentheses or dashes
98. Topicality: Likelihood of being the topic of discourse
99. Sociolinguistic Variability: Variations according to social factors
100. Multi-word Expressions: Involvement in fixed phrases or collocations
101. Speech Acts: Function in performing an action (e.g., requesting, apologizing)
102. Pragmatic Function: Usage in achieving a communicative goal
103. Rhetorical Strategy: Role in persuasion or argumentation
104. Forensic Linguistics: Usage in legal contexts
105. Domain-Specific Terms: Specialized vocabulary in fields like medicine, engineering, etc.
106. Language of Thought: Representing cognitive concepts
107. Quantification: Expressing quantities
108. Temporal References: Relating to time aspects (past, present, future)
109. Spatial References: Indicating location or movement in space
110. Modality: Expressing possibilities, capabilities, or permissions
111. Valency: The number of arguments a verb can take
112. Hedges: Words used to soften or weaken statements
113. Call to Action: Usage in prompting action
114. Poetic Device: Role in poetry (e.g., meter, rhyme)
115. Textual Linking: Connecting ideas or sections in text
116. Acronym Usage: Used as or within acronyms
117. Language Acquisition: Relevant in language learning stages
118. Semantic Priming: Association that influences understanding or use of another word
119. Thematic Roles: Semantic roles like agent, patient, location
120. Attribution: Assigning properties or states to entities
121. Disambiguation: Clarification of ambiguous meanings
122. Redundancy: Providing excess information
123. Concreteness: Measurable or observable properties
124. Specificity: Level of detail or specificity in referring to entities
125. Entailment: Logical relationship where one statement entails another
126. Contrastive Elements: Used to show contrast or opposition
127. Informativeness: Degree to which a word adds information
128. Cognitive Load: Impact on mental processing
129. Psycholinguistic Properties: Effects on perception or production in the mind
130. Intertextuality: Connections with other texts
131. Linguistic Relativity: Influence on perception or cognition
132. Syllable Structure: Syllable count and formation
133. Iconicity: Degree to which form mimics meaning
134. Affordances: Opportunities for action suggested by a word
135. Affective Valence: Emotional value associated with a word
136. Code-Switching: Usage in switching between languages or dialects
137. Communicative Efficiency: Role in effective communication
138. Complementarity: Complement relations with other words
139. Data-Driven Properties: Characteristics identified through corpus analyses
140. Deixis: Words that depend on context for meaning (here, now, you)
141. Echolalia: Repetition of phrases or sounds
142. Fluency: Influence on the flow of speech or text
143. Focus: Highlighting or emphasizing aspects of information
144. Grammaticalization: Process of becoming a grammatical element
145. Homophony: Having the same sound as another word
146. Illocution: Intended significance of an utterance
147. Infix Usage: Insertion within other words
148. Inflection: Changes to indicate grammatical information
149. Language Change: Involvement in the evolution of language
150. Lexical Bundles: Frequently occurring sequences of words
151. Linguistic Profiling: Use in identifying speaker characteristics
152. Markedness: How unusual or special a word is
153. Mental Lexicon Organization: Position in cognitive representations of vocabulary
154. Metadiscourse: Use in organizing discourse
155. Metalinguistic Function: Use in discussing language itself
156. Metonymy: Substitution of one term for another closely related term
157. Mimetic Words: Onomatopoeic or mimetic properties
158. Morphological Predictability: Regularity in morphological changes
159. Negation: Expressing denial or contradiction
160. Neutrality: Lack of marked positive or negative characteristics
161. Nonverbal Communication: Correspondence to nonverbal cues
162. Normalcy: Degree of typicality in usage
163. Orthographic Peculiarities: Unusual spelling features
164. Paralinguistic Features: Related to aspects like tone of voice
165. Participant Roles: Roles taken by entities in events
166. Perlocution: Effect achieved by an utterance
167. Phatic Expressions: Use in maintaining communication rather than conveying information
168. Phonological Loops: Relevance in working memory processes
169. Plausibility: Likelihood of being true or believable
170. Polyfunctionality: Serving multiple grammatical or communicative functions
171. Prepositional Phrases: Common prepositional contexts
172. Presupposition: Assumptions implied by a word or phrase
173. Procedural Meaning: Conveying how something should be understood
174. Prosodic Patterns: Typical patterns of stress and intonation
175. Prototype Theory: Representation as a typical example of a category
176. Punning: Use in puns or wordplay
177. Quantifier Scope: Extent covered by quantifiers
178. Rebus Usage: Use in visual puns or symbols
179. Referential Range: Array of referents it can denote
180. Register Variation: Variation according to communicative context
181. Relevance: Pertinence in communication or discourse
182. Repetition: Usage involving or encouraging repetition
183. Rhetorical Questioning: Use in rhetorical questions
184. Salience: Prominence or noticeability in context
185. Script Knowledge: Involvement in typical sequences of events
186. Semantic Density: Concentration of meaningful content
187. Sound Symbolism: Association between sound and meaning
188. Speaker Attitude: Indications of the speaker's attitude
189. Speech Community: Common usage within specific communities
190. Stance Taking: Expression of personal or evaluative position
191. Subjectification: Process of becoming more subjective
192. Subordination: Use in subordinate clauses
193. Suppletion: Irregular grammatical forms
194. Syntax-Semantics Interface: Interaction between syntax and meaning
195. Taboo Terms: Usage in or as taboo words
196. Text Generation: Role in automated text production
197. Transliteration: Conversion from one script to another
198. Understatement: Minimizing the apparent importance
199. Usage Norms: Conventions or rules governing use
200. Vagueness: Lack of specificity or precision
201. Ambiguity Resolution: Capability to resolve or clarify ambiguous meanings.
202. Anaphora Resolution: Identifying the referent of pronouns or other anaphoric elements.
203. Argument Structure: The pattern of syntactic arguments taken by predicates.
204. Aspectual Class: Categorizing verbs by their temporal aspects (e.g., states, activities).
205. Attributive Use: Use as an attribute within a noun phrase.
206. Causative Construction: Involvement in constructions that express causing actions or events.
207. Cliché Usage: Frequent use in clichéd expressions.
208. Cohort Activation: Activation of similarly sounding or meaning words.
209. Collocational Range: Diversity of words a term frequently collocates with.
210. Comitative Relations: Expressing association or accompanying circumstances.
211. Communication Channel: Suitability for use in specific communication mediums (e.g., written, spoken).
212. Comparative Construction: Use in comparative structures (e.g., better than).
213. Complement Clauses: Involvement in clauses that function as a complement to a verb.
214. Compound Formations: Participation in compound words.
215. Concessive Relation: Expressing a concession (e.g., although, even though).
216. Concreteness Rating: Measurable assessment of abstract vs. concrete usage.
217. Conditional Structures: Use in conditional sentences.
218. Conjunction Function: Functioning as a connective between clauses or phrases.
219. Connective Prepositions: Use as a connecting element in phrasal structures.
220. Conservativity: Property in logical expressions regarding set relationships.
221. Constraint Satisfaction: Role in fulfilling syntactic or semantic constraints.
222. Contiguity Effect: Influence on word recognition based on adjacency to other words.
223. Continuation Likely: Likelihood of continuing or completing a thought or clause.
224. Contradictory Statements: Involvement in expressing contradictions.
225. Control Verbs: Verbs that have embedded subject control (e.g., promise to do).
226. Conventional Implicature: Commonly understood implications beyond literal meaning.
227. Coordination Potential: Ability to coordinate with other words or phrases.
228. Coreference Links: Role in linking to other mentions of the same entity.
229. Corpus Frequency: Frequency of occurrence in various corpora.
230. Cross-linguistic Variability: Variations in use or meaning across languages.
231. Cue Validity: Effectiveness as a cue for category membership.
232. Declarative Sentence: Use in stating information.
233. Default Interpretation: Most common or typical interpretation.
234. Denotative Function: Primary communicative function in denoting.
235. Dependency Linking: Participation in syntactic dependency structures.
236. Derivational Morphology: Involvement in creating words by adding prefixes or suffixes.
237. Descriptive Content: Amount of descriptive detail conveyed.
238. Diacritic Sensitivity: Impact of diacritical marks on meaning or usage.
239. Diathesis Alternation: Variability in voice (active/passive).
240. Differential Object Marking: Usage in languages that mark direct objects differently based on specificity or animacy.
241. Discourse Function: Role in structuring discourse or conversation.
242. Disfluency: Association with breaks or interruptions in speech.
243. Disjunctive Usage: Use in expressing alternatives or choices.
244. Dispersion: Distribution across different types of texts or corpora.
245. Distinctiveness: Uniqueness in usage or meaning within a linguistic community.
246. Ditransitive Construction: Use in constructions that take two objects (e.g., give someone something).
247. Downtoner Modifiers: Use with words that tone down the intensity (e.g., somewhat, rather).
248. Dual Forms: Usage in languages with dual grammatical numbers.
249. Dynamicity: Association with actions or processes.
250. Echo Questions: Involvement in questions that echo a previous statement.
251. Elliptical Construction: Use in sentences where some elements are omitted.
252. Emphasis Potential: Ability to convey emphasis.
253. Endophoric Reference: Referring back to something within the text.
254. Entrainment: Adaptation in communication to match the interlocutor.
255. Enumerative Usage: Use in listing or enumerating items.
256. Epenthesis: Involvement in epenthetic processes (insertion of sounds into words).
257. Epistemic Modality: Expressing degrees of certainty or knowledge.
258. Ergative Structure: Use in languages with ergative-absolutive alignment.
259. Euphemistic Usage: Use as a softer or less direct alternative.
260. Exclamative Sentences: Use in expressing strong feelings or reactions.
261. Existential Usage: Use in existential constructions (e.g., there is, there are).
262. Exophoric Reference: Reference to something outside the text.
263. Explicature: Contribution to the explicit communicated content.
264. Expletive Construction: Involvement in syntactic constructions that do not add semantic content (e.g., It is raining).
265. Expressive Lengthening: Use in contexts where letters or sounds are elongated for emphasis.
266. Extralinguistic Context: Dependence on context outside the language system.
267. Facial Expression: Correspondence with facial expressions in communication.
268. Factivity: Implication that a proposition is factual.
269. Felicity Conditions: Preconditions that must be met for utterances to be appropriate or meaningful.
270. Figurative Language Aptitude: Susceptibility to being used in metaphorical or metonymic contexts.
271. Focus Particles: Use with particles that focus attention on part of the sentence.
272. Folk Etymology: Influence on word evolution due to erroneous popular understanding.
273. Foregrounding: Highlighting information as more important.
274. Formality Level: Suitability for formal or informal contexts.
275. Framing Effect: Influence on perception by how information is presented.
276. Free Morpheme Status: Ability to stand alone as a word.
277. Frequency Illusion: Increased recognition once it has been recently encountered.
278. Function Shift: Change in grammatical function over time.
279. Fused Forms: Occurrence in contracted forms (e.g., don't, can't).
280. Future Reference: Expressing or indicating future events.
281. Garden Path Sentences: Involvement in sentences that lead to initial misinterpretation.
282. Gender Agreement: Agreement in gender with other words in a phrase.
283. Gender Sensitivity: Variation in use based on the gender of the speaker or subject.
284. General Extenders: Use in phrases that extend or generalize discussion.
285. Generality: Degree to which a term is general or specific.
286. Generic Reference: Use in referring to a general class or type.
287. Genre Compatibility: Suitability for specific literary or spoken genres.
288. Gestural Correspondence: Association with specific gestures.
289. Grammatical Aspect: Aspect (e.g., progressive, perfective) used to express temporal structure.
290. Grammatical Cohesion: Role in connecting clauses or sentences grammatically.
291. Grammatical Conjugation: Conjugation patterns in verb forms.
292. Grammatical Conservatism: Tendency to resist grammatical change.
293. Grammatical Inversion: Use in structures with inverted word order.
294. Grammatical Irregularity: Irregular forms that deviate from standard rules.
295. Grammatical Parallelism: Occurrence in parallel grammatical structures.
296. Grammatical Syncretism: Convergence of grammatical forms.
297. Grapheme Variation: Variation in spelling or representation.
298. Habitual Aspect: Use in expressing habitual actions.
299. Head Directionality: Direction of syntactic head in phrase structure.
300. Headline Language: Use in media headlines for conciseness or impact.