Composition in Distributional Semantics
Bibliographic Data
| ID | 16843235 |
|---|---|
| Authors | Mario Baroni (0000-0001-5066-3580, University of Trento, corresponding author), Marco Baroni |
| Year | 2013 |
| Volume | 7 |
| Issue | 10 |
| Pages | 511-522 |
| Publication date | 2013-10-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Language and Linguistics Compass (JOURNAL) |
| Journal identifiers | ISSN: 1749-818X • E-ISSN: 1749-818X |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1111/lnc3.12050 |
| OpenAlex | W2146884627 |
| Language | EN |
| Citations received | 7 |
| References cited | 30 |
Distributional Semantic Models, which automatically induce word meaning representations from naturally occurring textual data, are a success story of computational linguistics. Recently, there has been much interest in whether such models, endowed with a compositional component, can also successfully approximate the meaning of phrases and sentences. In this article, mostly addressed to theoretical linguists curious about distributional semantics, I first discuss why developing compositional Distributional Semantic Models is an interesting and important pursuit, and then I survey current ideas about how this can be achieved
Distributional semantics · Epistemology · Linguistics · Natural language processing · Programming language · Computer Science · Natural Language Processing Techniques · Philosophy · Speech and dialogue systems · Topic Modeling · Artificial Intelligence
The Oxford Handbook of the Mental Lexicon
Meaning before grammar
Contextualized word senses
Alessandro Lenci and Magnus Sahlgren. Distributional Semantics (Studies in Natural Language Processing) (Hard Cover). Cambridge
Contextualized Translations of Phrasal Verbs with Distributional Compositional Semantics and Monolingual Corpora
There Is No Logical Negation Here, But There Are Alternatives
Distributional Semantics and Linguistic Theory
Composition in Distributional Models of Semantics
From Frequency to Meaning
A solution to Plato's problem
Producing high-dimensional semantic spaces from lexical co-occurrence
Universal grammar
Contextual correlates of semantic similarity
A Context-Theoretic Framework for Compositionality in Distributional Semantics
Dependency-Based Construction of Semantic Space Models
The measurement of textual coherence with latent semantic analysis
The Semantic Conception of Truth
Distributional Memory
Vector Space Models of Word Meaning and Phrase Meaning
Distributional Structure
| Unique citing works | 7 |
|---|---|
| Citations per year | 0.7 |
| Citation span | 2016 - 2024 (9) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 7 |