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 1251–1300 of 4002 papers

TitleStatusHype
An Artificial Language Evaluation of Distributional Semantic Models—0
Cross-lingual Word Sense Disambiguation using mBERT Embeddings with Syntactic Dependencies—0
Automated Scoring of Clinical Expressive Language Evaluation Tasks—0
Cross-Lingual Word Representations: Induction and Evaluation—0
Cross-lingual Word Embeddings in Hyperbolic Space—0
Automated Preamble Detection in Dictated Medical Reports—0
Anaphora Resolution in Dialogue Systems for South Asian Languages—0
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER—0
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings—0
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings—0
Cross-lingual Word Embeddings in Hyperbolic Space—0
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach—0
Cross-Lingual Word Embeddings for Low-Resource Language Modeling—0
Cross-Lingual Word Embeddings for Morphologically Rich Languages—0
Automated Image Captioning for Rapid Prototyping and Resource Constrained Environments—0
An analysis of the user occupational class through Twitter content—0
Cross-lingual Word Embeddings beyond Zero-shot Machine Translation—0
Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon—0
Automated essay scoring with string kernels and word embeddings—0
An Analysis of Hierarchical Text Classification Using Word Embeddings—0
Adversarial Evaluation of BERT for Biomedical Named Entity Recognition—0
Cross-Lingual Word Alignment for ASEAN Languages with Contrastive Learning—0
Cross-lingual Transfer of Sentiment Classifiers—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources—0
Cross-Lingual Transfer Learning for Hate Speech Detection—0
Automated Discovery of Mathematical Definitions in Text—0
Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data—0
Cross-Lingual Syntactically Informed Distributed Word Representations—0
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention—0
Automated Detection of Adverse Drug Reactions in the Biomedical Literature Using Convolutional Neural Networks and Biomedical Word Embeddings—0
An Analysis of Embedding Layers and Similarity Scores using Siamese Neural Networks—0
Adversarial Contrastive Estimation—0
A Comparative Study of Word Embeddings for Reading Comprehension—0
Cross-Lingual Pronoun Prediction with Deep Recurrent Neural Networks v2.0—0
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes—0
Cross-lingual Linking of Automatically Constructed Frames and FrameNet—0
AutoExtend: Combining Word Embeddings with Semantic Resources—0
An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications—0
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation—0
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings—0
Autoencoding Improves Pre-trained Word Embeddings—0
Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction—0
Cross-lingual Embeddings Reveal Universal and Lineage-Specific Patterns in Grammatical Gender Assignment—0
Analyzing Word Embedding Through Structural Equation Modeling—0
Advancing Humor-Focused Sentiment Analysis through Improved Contextualized Embeddings and Model Architecture—0
Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels—0
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank—0
Cross-Lingual Contextual Word Embeddings Mapping With Multi-Sense Words In Mind—0
Author Profiling from Facebook Corpora—0
Show:102550
← PrevPage 26 of 81Next →

No leaderboard results yet.