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Embedding Learning

3,753 papers

Papers per year

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Papers

On a Connection Between Fast and Sparse Oblivious Subspace Embeddings AISTATS 2022
Towards efficient representation identification in supervised learning CLEAR 2022
Revisiting Statistical Laws of Semantic Shift in Romance Cognates COLING 2022
Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency COLING 2022
Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022
Dense Template Retrieval for Customer Support COLING 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations COLING 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes COLING 2022
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022
Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books COLING 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022
COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022
Emotion Enriched Retrofitted Word Embeddings COLING 2022
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022
Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022
CitRet: A Hybrid Model for Cited Text Span Retrieval COLING 2022
OpticE: A Coherence Theory-Based Model for Link Prediction COLING 2022
Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction COLING 2022
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss COLING 2022
How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022
Aligning Word Vectors on Low-Resource Languages with Wiktionary COLING 2022