Distributional Models of Word Meaning
Dados Bibliográficos
| ID | 5773011 |
|---|---|
| Autores | Alessandro Lenci (0000-0001-5790-4308, University of Pisa, autor correspondente) |
| Ano | 2017 |
| Volume | 4 |
| Fascículo | 1 |
| Páginas | 151-171 |
| Data de publicação | 2017-10-04 |
| Peer Reviewed | Sim |
| Open Access | Sim |
| Tipo | ARTICLE |
| Periódico | Annual Review of Linguistics (JOURNAL) |
| Identificadores do periódico | ISSN: 2333-9683 • E-ISSN: 2333-9691 |
| Editora | Annual Reviews (PUBLISHER • US) |
| DOI | 10.1146/annurev-linguistics-030514-125254 |
| OpenAlex | W2763088512 |
| Idioma | EN |
| Citações recebidas | 80 |
| Referências citadas | 86 |
Distributional semantics is a usage-based model of meaning, based on the assumption that the statistical distribution of linguistic items in context plays a key role in characterizing their semantic behavior. Distributional models build semantic representations by extracting co-occurrences from corpora and have become a mainstream research paradigm in computational linguistics. In this review, I present the state of the art in distributional semantics, focusing on its assets and limits as a model of meaning and as a method for semantic analysis
Computational linguistics · Distributional semantics · Lexical Semantics · Language and cultural evolution · Natural Language Processing Techniques · Topic Modeling
A case for deep learning in semantics
Vector-Space Models of Semantic Representation From a Cognitive Perspective
Investigating patterns of change, stability, and interaction among scientific disciplines using embeddings
Words and Worlds Both
Semantic Representations Are Updated Across the Lifespan Reflecting Diachronic Language Change
Varying Abstractions
Transformers, Contextualism, and Polysemy
Tracing semantic change in Portuguese
Does word knowledge account for the effect of world knowledge on pronoun interpretation
Challenging implicit gender stereotypes in Italian news through language
Systematic mappings of sound to meaning
An interpretable measure of semantic similarity for predicting eye movements in reading
An embedded computational framework of memory
Visual experience modulates the sensitivity to the distributional history of words in natural language
Predicting leadership perception with large-scale natural language data
Polysemy—Evidence from Linguistics, Behavioral Science, and Contextualized Language Models
To catch a Snitch
Semantic transparency is not invisibility
True and false recognition in Minerva 2
Decomposing geographical judgments into spatial, temporal and linguistic components
Modelling concrete and abstract concepts using brain-constrained deep neural networks
Towards automatic annotation of collaborative problem‐solving skills in technology‐enhanced environments
Intersectional Male-Centric and White-Centric Biases in Collective Concepts
Unconstrained Descriptions of Facebook Profile Pictures Support High-Dimensional Models of Impression Formation
De l’analyse statistique à l’apprentissage automatique
Semantic determinants of memorability
Doing Organizational Identity
More utilitarian and less rational? Social change and two types of individualism over the last 40 years in China
Semantic distance predicts metaphoricity and creativity judgments in synesthetic metaphors
The road ahead for Construction Grammar
A discourse dynamics exploration of terminology for Covid-19 in professional and public discourse
Term circulation and connotation
Discovering hyponymic knowledge patterns in English
Tracing semantic change with distributional methods
Distant Reading of the Gospel of Thomas and the Gospel of John
Why Can Computers Understand Natural Language
Apports de la sémantique distributionnelle pour la morphologie dérivationnelle
Lexical coherence in contemporary Italian
The emergence of richly organized semantic knowledge from simple statistics
Surfing the Ocean
Subtle Linguistic Cues Affecting Gender In(Equality)
Do Subsidized Rice and Conditional Cash Transfer Programs Affect Poor Households' Food Consumption Expenditures? A Difference-inDifferences Approach
Historical Semantics of the Class Concept in Academic Literature
Measuring Corruption in the Irkutsk Region
Digital Capitalism and Distributive Forces (excerpt)
Non-Economic Structure of Consumer Sentiments
Charisma and Everyday Life in the Economic Field
Semantic Structure in Deep Learning
The Probabilistic Turn in Semantics and Pragmatics
Skills as stepping stones for employability
Racist discourse in a German far-right blog
Constructional associations trump lexical associations in processing valency coercion
Incorporating the multi-level nature of the constructicon into hypothesis testing
Information Theory–based Compositional Distributional Semantics
Large Language Models Are Biased Because They Are Large Language Models
Compositionality and Sentence Meaning
Decoding Word Embeddings with Brain-Based Semantic Features
Introduction to the Special Issue on Language in Social Media
Tasty words
Changes in Gender Stereotypes Over Time
The calculus of language
Large language models and linguistic intentionality
The many guises of productivity
The linguistic factors of semantic transparency
The role of emotional valence in learning novel abstract concepts
Name it till you mean it
An embedded computational framework of memory
The duality of class and love
Constructionist Approaches
Distributional Semantics and Linguistic Theory
Constructionist approaches
Cultural cartography with word embeddings
Idioms and the syntax/semantics interface of descriptive content vs. reference
Grounding semantic transparency in context
What's in an agent
Symbols of class
Theoretical Foundations and Limits of Word Embeddings
Machine Learning as a Model for Cultural Learning
From Strange to Normal
Meaning in Hyperspace
Corpus Linguistics An International Handbook
The Generative Lexicon
Explaining human performance in psycholinguistic tasks with models of semantic similarity based on prediction and counting
Toward a theory of semantic representation
Composition in Distributional Models of Semantics
Defaults in update semantics
From Frequency to Meaning
Topics in semantic representation.
A solution to Plato's problem
A vector space model for automatic indexing
Contextual correlates of semantic similarity
Finding Structure in Time
What do you know about an alligator when you know the company it keeps
Representing Meaning with a Combination of Logical and Distributional Models
Formal Distributional Semantics
Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning
Computing Lexical Contrast
Integrating Type Theory and Distributional Semantics
Relpron
Similarity of Semantic Relations
A Flexible, Corpus-Driven Model of Regular and Inverse Selectional Preferences
Dependency-Based Construction of Semantic Space Models
Philosophical investigations
Distributional Memory
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
SimLex-999
Vector Space Models of Word Meaning and Phrase Meaning
The nature and measurement of meaning
Distributional Structure
Types, meanings and coercions in lexical semantics
Using distributional semantics to study syntactic productivity in diachrony
Computer Participation in Linguistic Research
| Obras citantes distintas | 80 |
|---|---|
| Citações por ano | 10 |
| Intervalo de citações | 2018 - 2026 (9) |
| Velocidade de citação | current |
| Altamente citado | Não |
| Tipos de citação | Neutras: 79 |