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Embedding Learning

3,753 papers

Papers per year

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Papers

Compositional Demographic Word Embeddings EMNLP 2020
Generating Dialogue Responses from a Semantic Latent Space EMNLP 2020
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings EMNLP 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP 2020
Methods for Numeracy-Preserving Word Embeddings EMNLP 2020
Modeling the Music Genre Perception across Language-Bound Cultures EMNLP 2020
Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
Exploiting Sentence Order in Document Alignment EMNLP 2020
A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation EMNLP 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP 2020
Dense Passage Retrieval for Open-Domain Question Answering EMNLP 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Deconstructing word embedding algorithms EMNLP 2020
Exploring Semantic Capacity of Terms EMNLP 2020
Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding EMNLP 2020
Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia EMNLP 2020
LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings EMNLP 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020
Interpretable Entity Representations through Large-Scale Typing EMNLP 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020
AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding EMNLP 2020