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Embedding Learning

3,751 papers

Papers per year

Papers

Multilingual Universal Sentence Encoder for Semantic Retrieval ACL 2020
Embedding-based Scientific Literature Discovery in a Text Editor Application ACL 2020
RPD: A Distance Function Between Word Embeddings ACL 2020
Reflection-based Word Attribute Transfer ACL 2020
Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition ACL 2020
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources ACL 2020
Quantifying 60 Years of Gender Bias in Biomedical Research with Word Embeddings ACL 2020
Improving Biomedical Analogical Retrieval with Embedding of Structural Dependencies ACL 2020
How to Grow a (Product) Tree: Personalized Category Suggestions for eCommerce Type-Ahead ACL 2020
Word Embeddings as Tuples of Feature Probabilities ACL 2020
Learning Geometric Word Meta-Embeddings ACL 2020
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces ACL 2020
Evaluating Natural Alpha Embeddings on Intrinsic and Extrinsic Tasks ACL 2020
NENN: Incorporate Node and Edge Features in Graph Neural Networks ACML 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020
Proxy Network for Few Shot Learning ACML 2020
Robust Document Distance with Wasserstein-Fisher-Rao metric ACML 2020
Neighborhood Growth Determines Geometric Priors for Relational Representation Learning AISTATS 2020
Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling AISTATS 2020
What relations are reliably embeddable in Euclidean space? ALT 2020
Knowledge Graph Embeddings in Geometric Algebras COLING 2020
RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion COLING 2020
Tiny Word Embeddings Using Globally Informed Reconstruction COLING 2020
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models COLING 2020
Word Embedding Binarization with Semantic Information Preservation COLING 2020