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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP 2021
TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings EMNLP 2021
EmbedMask: Embedding Coupling for Instance Segmentation IJCAI 2021
Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021
BAHP: Benchmark of Assessing Word Embeddings in Historical Portuguese EMNLP 2021
The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021
Matching on Sets: Conquer Occluded Person Re-identification Without Alignment AAAI 2021
Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021
Marius: Learning Massive Graph Embeddings on a Single Machine OSDI 2021
EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021
A Unified Approach to Discourse Relation Classification in nine Languages EMNLP 2021
Polar Embedding EMNLP 2021
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021
Unsupervised Sentence-embeddings by Manifold Approximation and Projection EACL 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021
Do Language Models Know the Way to Rome? EMNLP 2021
A Change of Variables Method For Rectangular Matrix-Vector Products AISTATS 2021
Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers EACL 2021
Learning Mathematical Properties of Integers EMNLP 2021
An in-depth look at Euclidean disk embeddings for structure preserving parsing EMNLP 2021
How can classical multidimensional scaling go wrong? NIPS 2021
Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) AAAI 2021