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 1451–1500 of 4002 papers

TitleStatusHype
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments—0
Compound Embedding Features for Semi-supervised Learning—0
Compositional Morpheme Embeddings with Affixes as Functions and Stems as Arguments—0
Astro-HEP-BERT: A bidirectional language model for studying the meanings of concepts in astrophysics and high energy physics—0
A Multi-task Approach to Learning Multilingual Representations—0
A Deep Learning Approach to Behavior-Based Learner Modeling—0
Compositional Fusion of Signals in Data Embedding—0
Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors—0
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA—0
Composing Word Vectors for Japanese Compound Words Using Bilingual Word Embeddings—0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases—0
Composing Noun Phrase Vector Representations—0
Composing Knowledge Graph Embeddings via Word Embeddings—0
Component-Enhanced Chinese Character Embeddings—0
Assessing the Unitary RNN as an End-to-End Compositional Model of Syntax—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
A Deep Learning approach for Hindi Named Entity Recognition—0
Complex Ontology Matching with Large Language Model Embeddings—0
Complex networks based word embeddings—0
Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP—0
Complementary Strategies for Low Resourced Morphological Modeling—0
Compiling a Highly Accurate Bilingual Lexicon by Combining Different Approaches—0
Assessing State-of-the-Art Sentiment Models on State-of-the-Art Sentiment Datasets—0
A Multimodal Approach towards Emotion Recognition of Music using Audio and Lyrical Content—0
Comparison of Short-Text Sentiment Analysis Methods for Croatian—0
Comparison of Representations of Named Entities for Document Classification—0
Comparison of Paragram and GloVe Results for Similarity Benchmarks—0
Assessing Polyseme Sense Similarity through Co-predication Acceptability and Contextualised Embedding Distance—0
A multi-level approach for hierarchical Ticket Classification—0
A Deep Fusion Model for Domain Adaptation in Phrase-based MT—0
Comparison between Voting Classifier and Deep Learning methods for Arabic Dialect Identification—0
Comparing Word Representations for Implicit Discourse Relation Classification—0
Assessing multiple word embeddings for named entity recognition of professions and occupations in health-related social media—0
Comparing the Performance of Feature Representations for the Categorization of the Easy-to-Read Variety vs Standard Language—0
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine—0
ASR error management for improving spoken language understanding—0
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis—0
Comparing Recurrent and Convolutional Architectures for English-Hindi Neural Machine Translation—0
AsPOS: Assamese Part of Speech Tagger using Deep Learning Approach—0
Comparing Performance of Different Linguistically-Backed Word Embeddings for Cyberbullying Detection—0
Comparing in context: Improving cosine similarity measures with a metric tensor—0
A multilabel approach to morphosyntactic probing—0
A Deeper Look into Dependency-Based Word Embeddings—0
A Closer Look on Unsupervised Cross-lingual Word Embeddings Mapping—0
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models—0
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification—0
Comparing Contextual and Static Word Embeddings with Small Data—0
Aspect-Based Sentiment Analysis Using Bitmask Bidirectional Long Short Term Memory Networks—0
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition—0
Comparing Approaches for Automatic Question Identification—0
Show:102550
← PrevPage 30 of 81Next →

No leaderboard results yet.