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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 1276–1300 of 4002 papers

TitleStatusHype
Detection of Multiword Expressions for Hindi Language using Word Embeddings and WordNet-based Features—0
Bridging the Modality Gap: Enhancing Channel Prediction with Semantically Aligned LLMs and Knowledge Distillation—0
Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC—0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction—0
A Platform Agnostic Dual-Strand Hate Speech Detector—0
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)—0
ELiRF-UPV at SemEval-2017 Task 4: Sentiment Analysis using Deep Learning—0
ELiRF-UPV at SemEval-2017 Task 7: Pun Detection and Interpretation—0
ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge—0
Elucidating Conceptual Properties from Word Embeddings—0
EMA at SemEval-2018 Task 1: Emotion Mining for Arabic—0
Beyond Adjacency Pairs: Hierarchical Clustering of Long Sequences for Human-Machine Dialogues—0
An Explanatory Query-Based Framework for Exploring Academic Expertise—0
BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora—0
Embedding Grammars—0
Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings—0
Embeddings as representation for symbolic music—0
Embeddings for Named Entity Recognition in Geoscience Portuguese Literature—0
BUCC2020: Bilingual Dictionary Induction using Cross-lingual Embedding—0
Embeddings in Natural Language Processing—0
Embedding Space Correlation as a Measure of Domain Similarity—0
Building a robust sentiment lexicon with (almost) no resource—0
Embedding Structured Dictionary Entries—0
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl—0
Detecting weak and strong Islamophobic hate speech on social media—0
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