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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 1601–1650 of 4002 papers

TitleStatusHype
Exploring Bilingual Word Embeddings for Hiligaynon, a Low-Resource Language—0
Translating Knowledge Representations with Monolingual Word Embeddings: the Case of a Thesaurus on Corporate Non-Financial Reporting—0
Lexicon-Enhancement of Embedding-based Approaches Towards the Detection of Abusive Language—0
TF-IDF Character N-grams versus Word Embedding-based Models for Fine-grained Event Classification: A Preliminary Study—0
Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing—0
Are Word Embeddings Really a Bad Fit for the Estimation of Thematic Fit?—0
CLFD: A Novel Vectorization Technique and Its Application in Fake News Detection—0
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words—0
Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of Yor\`ub\'a and Twi—0
Evaluating Word Embeddings for Indonesian--English Code-Mixed Text Based on Synthetic Data—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
Estimating User Communication Styles for Spoken Dialogue Systems—0
Representation Learning for Unseen Words by Bridging Subwords to Semantic Networks—0
Towards Entity Spaces—0
English WordNet Random Walk Pseudo-Corpora—0
ENGLAWI: From Human- to Machine-Readable Wiktionary—0
Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features—0
Offensive Language Detection Using Brown Clustering—0
SAPPHIRE: Simple Aligner for Phrasal Paraphrase with Hierarchical Representation—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
NLP Analytics in Finance with DoRe: A French 250M Tokens Corpus of Corporate Annual Reports—0
Building Semantic Grams of Human Knowledge—0
Embedding Space Correlation as a Measure of Domain Similarity—0
OSACT4 Shared Tasks: Ensembled Stacked Classification for Offensive and Hate Speech in Arabic Tweets—0
BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding—0
Embeddings for Named Entity Recognition in Geoscience Portuguese Literature—0
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages—0
Line-a-line: A Tool for Annotating Word-Alignments—0
Does History Matter? Using Narrative Context to Predict the Trajectory of Sentence Sentiment—0
Distributional Semantics for Neo-Latin—0
Mining Semantic Relations from Comparable Corpora through Intersections of Word Embeddings—0
A Gradient Boosting-Seq2Seq System for Latin POS Tagging and Lemmatization—0
Time-Aware Word Embeddings for Three Lebanese News ArchivesCode0
Sentiment Analysis for Hinglish Code-mixed Tweets by means of Cross-lingual Word Embeddings—0
SimplifyUR: Unsupervised Lexical Text Simplification for Urdu—0
Habibi - a multi Dialect multi National Arabic Song Lyrics Corpus—0
Development of a Japanese Personality Dictionary based on Psychological Methods—0
Dependency Parsing for Urdu: Resources, Conversions and Learning—0
Graph Exploration and Cross-lingual Word Embeddings for Translation Inference Across Dictionaries—0
Towards a Semi-Automatic Detection of Reflexive and Reciprocal Constructions and Their Representation in a Valency Lexicon—0
Geographically-Balanced Gigaword Corpora for 50 Language Varieties—0
Non-Linearity in Mapping Based Cross-Lingual Word Embeddings—0
Word Embedding Evaluation in Downstream Tasks and Semantic Analogies—0
Analyzing the Surprising Variability in Word Embedding Stability Across LanguagesCode0
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation—0
A Call for More Rigor in Unsupervised Cross-lingual Learning—0
Morphological Disambiguation of South Sámi with FSTs and Neural Networks—0
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