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Embedding Learning

3,753 papers

Papers per year

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Papers

An Uncertainty-Aware Encoder for Aspect Detection EMNLP 2021
EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP 2021
UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021
Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021
Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021
Wine is not v i n. On the Compatibility of Tokenizations across Languages EMNLP 2021
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations EMNLP 2021
Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph EMNLP 2021
Patterns of Polysemy and Homonymy in Contextualised Language Models EMNLP 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021
Locality Preserving Sentence Encoding EMNLP 2021
RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification EMNLP 2021
Adapting Entities across Languages and Cultures EMNLP 2021
Convex Aggregation for Opinion Summarization EMNLP 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021
Benchmarking Meta-embeddings: What Works and What Does Not EMNLP 2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning EMNLP 2021
Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring EMNLP 2021
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations EMNLP 2021
Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021
An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021
Learning Mathematical Properties of Integers EMNLP 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
Do Language Models Know the Way to Rome? EMNLP 2021