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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 1676–1700 of 4002 papers

TitleStatusHype
Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings—0
Exploring transfer learning for Deep NLP systems on rarely annotated languages—0
Exploring the Value of Personalized Word Embeddings—0
Grammatical Gender, Neo-Whorfianism, and Word Embeddings: A Data-Driven Approach to Linguistic Relativity—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language—0
CogALex-V Shared Task: LOPE—0
Artificial intelligence prediction of stock prices using social media—0
From the New World of Word Embeddings: A Comparative Study of Small-World Lexico-Semantic Networks in LLMs—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Graph Exploration and Cross-lingual Word Embeddings for Translation Inference Across Dictionaries—0
CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks—0
Article citation study: Context enhanced citation sentiment detection—0
A Minimalist Approach to Shallow Discourse Parsing and Implicit Relation Recognition—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
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings—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
Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings—0
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