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 1801–1825 of 4002 papers

TitleStatusHype
Deep Bidirectional Transformers for Relation Extraction without Supervision—0
IxaMed at PharmacoNER Challenge 2019—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
Contextualized context2vec—0
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding—0
Context-Aware Neural Machine Translation Decoding—0
Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings—0
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task—0
On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings—0
Generic and Specialized Word Embeddings for Multi-Domain Machine Translation—0
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization—0
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine—0
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval—0
Multilingual Model Using Cross-Task Embedding Projection—0
VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases—0
Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis—0
Extracting Possessions from Social Media: Images Complement Language—0
Exploring Human Gender Stereotypes with Word Association Test—0
A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation—0
Learning Conceptual Spaces with Disentangled Facets—0
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling—0
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings—0
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes—0
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects—0
Show:102550
← PrevPage 73 of 161Next →

No leaderboard results yet.