conftrace_

sentence representation

206 papers

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Also known as

SR

Co-occurring keywords

contrastive learning (4032) representation learning (6206) unsupervised learning (3264) sentence embedding (502) semantic similarity (910) transfer learning (5449) semantic textual similarity (122) natural language inference (1287) text classification (6793) language model (4599)

Papers

GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022
EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity NAACL 2022
Language Model Pre-Training with Sparse Latent Typing EMNLP 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings EMNLP 2021
Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021
Lightweight Cross-Lingual Sentence Representation Learning ACL 2021
Structural Pre-training for Dialogue Comprehension ACL 2021
Probing Multilingual Language Models for Discourse ACL 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling IJCNLP 2021
Bootstrapped Unsupervised Sentence Representation Learning IJCNLP 2021
Bootstrapped Unsupervised Sentence Representation Learning ACL 2021
Self-Guided Contrastive Learning for BERT Sentence Representations IJCNLP 2021
Lightweight Cross-Lingual Sentence Representation Learning IJCNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021
Identifying Cognitive Impairment Using Sentence Representation Vectors INTERSPEECH 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning IJCNLP 2021
Unsupervised Approach to Multilingual User Comments Summarization EACL 2021
Neural Sentence Ordering Based on Constraint Graphs AAAI 2021
Translation Transformers Rediscover Inherent Data Domains EMNLP 2021