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 301–350 of 4002 papers

TitleStatusHype
A Domain Adaptation Regularization for Denoising Autoencoders—0
Adjusting Word Embeddings with Semantic Intensity Orders—0
Analyzing autoencoder-based acoustic word embeddings—0
A Comparative Study of Neural Network Models for Sentence Classification—0
4chan & 8chan embeddings—0
A survey of cross-lingual features for zero-shot cross-lingual semantic parsing—0
A Survey on Word Meta-Embedding Learning—0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
Analyzing Acoustic Word Embeddings from Pre-trained Self-supervised Speech Models—0
A Distribution-based Model to Learn Bilingual Word Embeddings—0
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions—0
Analysis of Word Embeddings Using Fuzzy Clustering—0
Analysis of Word Embeddings and Sequence Features for Clinical Information Extraction—0
A Deterministic Algorithm for Bridging Anaphora Resolution—0
A study of semantic augmentation of word embeddings for extractive summarization—0
Analysis of Italian Word Embeddings—0
On the Robustness of Unsupervised and Semi-supervised Cross-lingual Word Embedding Learning—0
Analysis of Inferences in Chinese for Opinion Mining—0
Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings—0
A Deep Representation Empowered Distant Supervision Paradigm for Clinical Information Extraction—0
A Study of Neural Matching Models for Cross-lingual IR—0
ASU: An Experimental Study on Applying Deep Learning in Twitter Named Entity Recognition.—0
A comparative analysis of embedding models for patent similarity—0
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.—0
A Structured Distributional Semantic Model for Event Co-reference—0
A Deep Neural Framework for Contextual Affect Detection—0
Analogies Explained: Towards Understanding Word Embeddings—0
Emotional Embeddings: Refining Word Embeddings to Capture Emotional Content of Words—0
A Structured Distributional Semantic Model : Integrating Structure with Semantics—0
A Deep Learning System for Automatic Extraction of Typological Linguistic Information from Descriptive Grammars—0
Analogical Proportions and Creativity: A Preliminary Study—0
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes—0
A Multi-tiered Solution for Personalized Baggage Item Recommendations using FastText and Association Rule Mining—0
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics—0
A Deep Learning Architecture for De-identification of Patient Notes: Implementation and Evaluation—0
A Structured Distributional Model of Sentence Meaning and Processing—0
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT—0
A supervised approach to taxonomy extraction using word embeddings—0
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition—0
A Multi-task Approach to Learning Multilingual Representations—0
A Deep Learning Approach to Behavior-Based Learner Modeling—0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
A Deep Learning approach for Hindi Named Entity Recognition—0
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models—0
A Multimodal Approach towards Emotion Recognition of Music using Audio and Lyrical Content—0
A multi-level approach for hierarchical Ticket Classification—0
A Deep Fusion Model for Domain Adaptation in Phrase-based MT—0
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis—0
A multilabel approach to morphosyntactic probing—0
Show:102550
← PrevPage 7 of 81Next →

No leaderboard results yet.