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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

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Showing 1651–1700 of 4002 papers

TitleStatusHype
Addressing Biases in the Texts using an End-to-End Pipeline Approach—0
Generic and Specialized Word Embeddings for Multi-Domain Machine Translation—0
Generic Embedding-Based Lexicons for Transparent and Reproducible Text Scoring—0
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction—0
Exponential Family Word Embeddings: An Iterative Approach for Learning Word Vectors—0
Geographically-Balanced Gigaword Corpora for 50 Language Varieties—0
Exponential Family Embeddings—0
Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings—0
CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns—0
Getting the \#\#life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology?—0
Exploring Word Sense Disambiguation Abilities of Neural Machine Translation Systems (Non-archival Extended Abstract)—0
Exploring Word Embeddings for Unsupervised Textual User-Generated Content Normalization—0
CogniVal in Action: An Interface for Customizable Cognitive Word Embedding Evaluation—0
Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts—0
Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors—0
Exploring Word Embedding for Drug Name Recognition—0
GlobalTrait: Personality Alignment of Multilingual Word Embeddings—0
GLoMo: Unsupervised Learning of Transferable Relational Graphs—0
Exploring Wasserstein Distance across Concept Embeddings for Ontology Matching—0
Gloss Alignment Using Word Embeddings—0
Exploring Vector Spaces for Semantic Relations—0
GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering—0
CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation—0
Artificial mental phenomena: Psychophysics as a framework to detect perception biases in AI models—0
A Mixture Model for Learning Multi-Sense Word Embeddings—0
Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings—0
Exploring transfer learning for Deep NLP systems on rarely annotated languages—0
Exploring the Value of Personalized Word Embeddings—0
Grammatical Gender, Neo-Whorfianism, and Word Embeddings: A Data-Driven Approach to Linguistic Relativity—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language—0
CogALex-V Shared Task: LOPE—0
Artificial intelligence prediction of stock prices using social media—0
From the New World of Word Embeddings: A Comparative Study of Small-World Lexico-Semantic Networks in LLMs—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Graph Exploration and Cross-lingual Word Embeddings for Translation Inference Across Dictionaries—0
CogALex-V Shared Task: CGSRC - Classifying Semantic Relations using Convolutional Neural Networks—0
Article citation study: Context enhanced citation sentiment detection—0
A Minimalist Approach to Shallow Discourse Parsing and Implicit Relation Recognition—0
Grouping business news stories based on salience of named entities—0
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings—0
GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter—0
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings—0
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data—0
GWPT: A Green Word-Embedding-based POS Tagger—0
GWU NLP at SemEval-2016 Shared Task 1: Matrix Factorization for Crosslingual STS—0
Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings—0
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