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 2201–2250 of 4002 papers

TitleStatusHype
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations—0
Learning Embeddings into Entropic Wasserstein SpacesCode0
Models in the Wild: On Corruption Robustness of NLP Systems—0
A Typedriven Vector Semantics for Ellipsis with Anaphora using Lambek Calculus with Limited Contraction—0
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word EmbeddingsCode0
Pretrained Transformers for Simple Question Answering—0
Predicting Word Concreteness and Imagery—0
Poincare Glove: Hyperbolic Word EmbeddingsCode0
A Comparison of Context-sensitive Models for Lexical Substitution—0
Learning Mixed-Curvature Representations in Product Spaces—0
Aligning Open IE Relations and KB Relations using a Siamese Network Based on Word Embedding—0
Language-Agnostic Model for Aspect-Based Sentiment Analysis—0
Investigating the Stability of Concrete Nouns in Word Embeddings—0
On Learning Word Embeddings From Linguistically Augmented Text Corpora—0
RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding—0
Distribution is not enough: going Firther—0
Semantic Frame Embeddings for Detecting Relations between Software Requirements—0
Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs—0
Wasserstein Barycenter Model Ensembling—0
The Effectiveness of Pre-Trained Code Embeddings—0
Unsupervised Hyper-alignment for Multilingual Word Embeddings—0
Nested Variational Autoencoder for Topic Modeling on Microtexts with Word VectorsCode0
Zero-training Sentence Embedding via Orthogonal BasisCode0
Detecting Paraphrases of Standard Clause Titles in Insurance Contracts—0
Encoding Category Trees Into Word-Embeddings Using Geometric ApproachCode0
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word VectorsCode0
On the Effect of Low-Frequency Terms on Neural-IR ModelsCode0
Enabling Open-World Specification Mining via Unsupervised Learning—0
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word VectorsCode0
Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding—0
A bag-of-concepts model improves relation extraction in a narrow knowledge domain with limited data—0
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings—0
Integrating Social Media into a Pan-European Flood Awareness System: A Multilingual Approach—0
Understanding the Stability of Medical Concept Embeddings—0
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings—0
Zero-Shot Cross-Lingual Opinion Target Extraction—0
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings—0
Analytical Methods for Interpretable Ultradense Word EmbeddingsCode0
MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations PredictionCode0
Contextual Aware Joint Probability Model Towards Question Answering System—0
Query Expansion for Cross-Language Question Re-Ranking—0
Text2Node: a Cross-Domain System for Mapping Arbitrary Phrases to a Taxonomy—0
What's in a Name? Reducing Bias in Bios without Access to Protected Attributes—0
Detecting Cybersecurity Events from Noisy Short Text—0
Better Word Embeddings by Disentangling Contextual n-Gram InformationCode0
Mixing syntagmatic and paradigmatic information for concept detection—0
Characterizing the impact of geometric properties of word embeddings on task performanceCode0
Word Similarity Datasets for Thai: Construction and EvaluationCode0
Evaluation of Greek Word Embeddings—0
Text-based depression detection on sparse dataCode0
Show:102550
← PrevPage 45 of 81Next →

No leaderboard results yet.