conftrace_

word embedding

1764 papers

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WE

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text classification (6793) representation learning (6206) semantic similarity (910) sentiment analysis (2084) unsupervised learning (3264) neural network (6616) gender bia (435) named entity recognition (2813) language model (4599) natural language processing (2034)

Papers

Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
SMM4H Shared Task 2020 - A Hybrid Pipeline for Identifying Prescription Drug Abuse from Twitter: Machine Learning, Deep Learning, and Post-Processing COLING 2020
Methods for Numeracy-Preserving Word Embeddings EMNLP 2020
Word Rotator’s Distance EMNLP 2020
CLaC at SMM4H 2020: Birth Defect Mention Detection COLING 2020
Cross-lingual Embeddings Reveal Universal and Lineage-Specific Patterns in Grammatical Gender Assignment CONLL 2020
Incorporating Extra Knowledge to Enhance Word Embedding IJCAI 2020
HyperText: Endowing FastText with Hyperbolic Geometry EMNLP 2020
TemporalTeller at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection with Temporal Referencing COLING 2020
EmbLexChange at SemEval-2020 Task 1: Unsupervised Embedding-based Detection of Lexical Semantic Changes COLING 2020
When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships CONLL 2020
Topology of Word Embeddings: Singularities Reflect Polysemy COLING 2020
Translating Collocations: The Need for Task-driven Word Associations COLING 2020
Multi-Channel Reverse Dictionary Model AAAI 2020
Do Word Embeddings Capture Spelling Variation? COLING 2020
UAlberta at SemEval-2020 Task 2: Using Translations to Predict Cross-Lingual Entailment COLING 2020
Attention-based Multi-level Feature Fusion for Named Entity Recognition IJCAI 2020
Context Vectors Are Reflections of Word Vectors in Half the Dimensions (Extended Abstract) IJCAI 2020
Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020
Embedding Structured Dictionary Entries EMNLP 2020
ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection EMNLP 2020
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects IJCNLP 2019