SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3776–3800 of 4002 papers

TitleStatusHype
Mapping Unseen Words to Task-Trained Embedding Spaces—0
Deep convolutional acoustic word embeddings using word-pair side informationCode0
Bidirectional Long Short-Term Memory Networks for Relation Classification—0
Reducing Lexical Features in Parsing by Word Embeddings—0
Bilingual Distributed Word Representations from Document-Aligned Comparable Data—0
Word, graph and manifold embedding from Markov processes—0
Splitting Compounds by Semantic Analogy—0
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation LearningCode0
Encoding Prior Knowledge with Eigenword Embeddings—0
Evaluation of Word Vector Representations by Subspace AlignmentCode0
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models—0
Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages—0
Neural Networks for Open Domain Targeted SentimentCode0
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks—0
Evaluation methods for unsupervised word embeddings—0
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics—0
A Model of Zero-Shot Learning of Spoken Language Understanding—0
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification—0
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings—0
Summarization Based on Embedding Distributions—0
SHEF-NN: Translation Quality Estimation with Neural Networks—0
Online Learning of Interpretable Word EmbeddingsCode0
A Linguistically Informed Convolutional Neural Network—0
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation—0
Translation Invariant Word Embeddings—0
Show:102550
← PrevPage 152 of 161Next →

No leaderboard results yet.