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 1751–1800 of 4002 papers

TitleStatusHype
Towards Understanding Gender Bias in Relation ExtractionCode0
Neural Graph Embedding Methods for Natural Language ProcessingCode0
Should All Cross-Lingual Embeddings Speak English?Code0
Interactive Refinement of Cross-Lingual Word EmbeddingsCode0
Ruminating Word Representations with Random Noised Masker—0
How Can BERT Help Lexical Semantics Tasks?—0
Invariance and identifiability issues for word embeddings—0
A Deep Learning approach for Hindi Named Entity Recognition—0
Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings—0
Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition—0
Assessing Social and Intersectional Biases in Contextualized Word RepresentationsCode0
Emerging Cross-lingual Structure in Pretrained Language Models—0
Generic and Specialized Word Embeddings for Multi-Domain Machine Translation—0
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited—0
Deep Bidirectional Transformers for Relation Extraction without Supervision—0
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation—0
Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon—0
Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings—0
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding—0
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection—0
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval—0
Extracting Possessions from Social Media: Images Complement Language—0
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition—0
Exploring Human Gender Stereotypes with Word Association Test—0
Multilingual Model Using Cross-Task Embedding Projection—0
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling—0
Learning Conceptual Spaces with Disentangled Facets—0
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization—0
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects—0
Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis—0
VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases—0
Contextualized context2vec—0
Context-Aware Neural Machine Translation Decoding—0
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine—0
On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings—0
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task—0
Recognizing UMLS Semantic Types with Deep Learning—0
A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation—0
IxaMed at PharmacoNER Challenge 2019—0
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes—0
BioReddit: Word Embeddings for User-Generated Biomedical NLP—0
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings—0
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning—0
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping—0
Probabilistic Bias Mitigation in Word Embeddings—0
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?Code0
LSTM Easy-first Dependency Parsing with Pre-trained Word Embeddings and Character-level Word Embeddings in Vietnamese—0
Detect Toxic Content to Improve Online Conversations—0
Word-level Textual Adversarial Attacking as Combinatorial OptimizationCode0
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention—0
Show:102550
← PrevPage 36 of 81Next →

No leaderboard results yet.