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Embedding Learning

3751 directly classified papers

Papers per year

Papers

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures EMNLP 2020
Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020
LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020
Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020
Representation Learning for Type-Driven Composition EMNLP 2020
Word associations and the distance properties of context-aware word embeddings EMNLP 2020
One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations EMNLP 2020
Explaining the Trump Gap in Social Distancing Using COVID Discourse EMNLP 2020
Diachronic Embeddings for People in the News EMNLP 2020
IR&TM-NJUST@CLSciSumm 20 EMNLP 2020
An exploratory approach to the Parallel Corpus Filtering shared task WMT20 EMNLP 2020
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020
Graph Information Bottleneck NIPS 2020
Popularity Agnostic Evaluation of Knowledge Graph Embeddings UAI 2020
Contextual Embeddings: When Are They Worth It? ACL 2020
Cross-media Structured Common Space for Multimedia Event Extraction ACL 2020
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models NIPS 2020
Set2Graph: Learning Graphs From Sets NIPS 2020
Learning to Approximate a Bregman Divergence NIPS 2020
Manifold structure in graph embeddings NIPS 2020
Curvature Regularization to Prevent Distortion in Graph Embedding NIPS 2020
Gaussian Embedding of Linked Documents from a Pretrained Semantic Space IJCAI 2020
Story Embedding: Learning Distributed Representations of Stories based on Character Networks (Extended Abstract) IJCAI 2020
Cross-lingual Embeddings Reveal Universal and Lineage-Specific Patterns in Grammatical Gender Assignment EMNLP 2020