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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 2351–2400 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
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings—0
GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter—0
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data—0
GWPT: A Green Word-Embedding-based POS Tagger—0
GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS—0
GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus—0
GWU NLP Lab at SemEval-2019 Task 3 : EmoContext: Effectiveness ofContextual Information in Models for Emotion Detection inSentence-level at Multi-genre Corpus—0
Habibi - a multi Dialect multi National Arabic Song Lyrics Corpus—0
Hallym: Named Entity Recognition on Twitter with Word Representation—0
Handling Homographs in Neural Machine Translation—0
Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text—0
Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings—0
Hash2Vec, Feature Hashing for Word Embeddings—0
Hate and Offensive Speech Detection in Hindi and Marathi—0
Hate speech detection using static BERT embeddings—0
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity—0
HECTOR: A Hybrid TExt SimplifiCation TOol for Raw Texts in French—0
He said ``who's gonna take care of your children when you are at ACL?'': Reported Sexist Acts are Not Sexist—0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph—0
HGSGNLP at IEST 2018: An Ensemble of Machine Learning and Deep Neural Architectures for Implicit Emotion Classification in Tweets—0
HHU at SemEval-2016 Task 1: Multiple Approaches to Measuring Semantic Textual Similarity—0
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment—0
HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence—0
Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models—0
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features—0
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