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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 2351–2375 of 4002 papers

TitleStatusHype
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction—0
Geographical Evaluation of Word Embeddings—0
Geographically-Balanced Gigaword Corpora for 50 Language Varieties—0
Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings—0
Getting the \#\#life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology?—0
GHH at SemEval-2018 Task 10: Discovering Discriminative Attributes in Distributional Semantics—0
GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method—0
Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts—0
GL at SemEval-2019 Task 5: Identifying hateful tweets with a deep learning approach.—0
GlobalTrait: Personality Alignment of Multilingual Word Embeddings—0
GLoMo: Unsupervised Learning of Transferable Relational Graphs—0
Gloss Alignment Using Word Embeddings—0
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings—0
GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering—0
Going Beyond T-SNE: Exposing whatlies in Text Embeddings—0
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification—0
Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings—0
Grammatical Gender, Neo-Whorfianism, and Word Embeddings: A Data-Driven Approach to Linguistic Relativity—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
Graph-based Syntactic Word Embeddings—0
Grapheme-level Awareness in Word Embeddings for Morphologically Rich Languages—0
Graph Exploration and Cross-lingual Word Embeddings for Translation Inference Across Dictionaries—0
Gromov-Wasserstein Alignment of Word Embedding Spaces—0
Grouping business news stories based on salience of named entities—0
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