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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 1701–1750 of 4002 papers

TitleStatusHype
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
Hallym: Named Entity Recognition on Twitter with Word Representation—0
Handling Homographs in Neural Machine Translation—0
Handling Normalization Issues for Part-of-Speech Tagging of Online Conversational Text—0
Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings—0
Exploring transfer learning for Deep NLP systems on rarely annotated languages—0
Hash2Vec, Feature Hashing for Word Embeddings—0
Hate and Offensive Speech Detection in Hindi and Marathi—0
Exploring the Value of Personalized Word Embeddings—0
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language—0
CogALex-V Shared Task: LOPE—0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph—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
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models—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
Additional Shared Decoder on Siamese Multi-view Encoders for Learning Acoustic Word Embeddings—0
Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings—0
Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English—0
Exploring sentence informativeness—0
Exploring Semantic Representation in Brain Activity Using Word Embeddings—0
Code-Switched Named Entity Recognition with Embedding Attention—0
Exploring Numeracy in Word Embeddings—0
Exploring Intra and Inter-language Consistency in Embeddings with ICA—0
Exploring Input Representation Granularity for Generating Questions Satisfying Question-Answer Congruence—0
CNN-based Spoken Term Detection and Localization without Dynamic Programming—0
How COVID-19 Is Changing Our Language : Detecting Semantic Shift in Twitter Word Embeddings—0
How Cute is Pikachu? Gathering and Ranking Pokémon Properties from Data with Pokémon Word Embeddings—0
How does a Multilingual LM Handle Multiple Languages?—0
A Methodology for Studying Linguistic and Cultural Change in China, 1900-1950—0
Exploring Human Gender Stereotypes with Word Association Test—0
How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation?—0
Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis—0
Exploring Embeddings for Measuring Text Relatedness: Unveiling Sentiments and Relationships in Online Comments—0
Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.—0
CNN- and LSTM-based Claim Classification in Online User Comments—0
How much do word embeddings encode about syntax?—0
Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets—0
Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks—0
Exploring Bilingual Word Embeddings for Hiligaynon, a Low-Resource Language—0
Cluster Labeling by Word Embeddings and WordNet's Hypernymy—0
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