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Word Embeddings

Word embedding is the collective name for a set of language modeling and feature learning techniques in natural language processing (NLP) where words or phrases from the vocabulary are mapped to vectors of real numbers.

Techniques for learning word embeddings can include Word2Vec, GloVe, and other neural network-based approaches that train on an NLP task such as language modeling or document classification.

( Image credit: Dynamic Word Embedding for Evolving Semantic Discovery )

Papers

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Showing 1601–1625 of 4002 papers

TitleStatusHype
Towards a Semi-Automatic Detection of Reflexive and Reciprocal Constructions and Their Representation in a Valency Lexicon—0
Evaluating Word Embeddings for Indonesian--English Code-Mixed Text Based on Synthetic Data—0
Sentiment Analysis for Hinglish Code-mixed Tweets by means of Cross-lingual Word Embeddings—0
Evaluating the Impact of Sub-word Information and Cross-lingual Word Embeddings on Mi'kmaq Language Modelling—0
Evaluating Sub-word Embeddings in Cross-lingual Models—0
All That Glitters is Not Gold: A Gold Standard of Adjective-Noun Collocations for German—0
Towards a Gold Standard for Evaluating Danish Word Embeddings—0
LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 2020—0
NLP Analytics in Finance with DoRe: A French 250M Tokens Corpus of Corporate Annual Reports—0
Estimating User Communication Styles for Spoken Dialogue Systems—0
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words—0
Word Embedding Evaluation for Sinhala—0
English WordNet Random Walk Pseudo-Corpora—0
ENGLAWI: From Human- to Machine-Readable Wiktionary—0
Habibi - a multi Dialect multi National Arabic Song Lyrics Corpus—0
Urban Dictionary Embeddings for Slang NLP Applications—0
Graph Exploration and Cross-lingual Word Embeddings for Translation Inference Across Dictionaries—0
Synthetic Data for English Lexical Normalization: How Close Can We Get to Manually Annotated Data?—0
Abusive language in Spanish children and young teenager's conversations: data preparation and short text classification with contextual word embeddings—0
Building Sense Representations in Danish by Combining Word Embeddings with Lexical Resources—0
Building Semantic Grams of Human Knowledge—0
Embedding Space Correlation as a Measure of Domain Similarity—0
BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding—0
Embeddings for Named Entity Recognition in Geoscience Portuguese Literature—0
Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of Yor\`ub\'a and Twi—0
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