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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Addressing Leakage in Self-Supervised Contextualized Code Retrieval COLING 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022
Whodunit? Learning to Contrast for Authorship Attribution IJCNLP 2022
Fine-grained Contrastive Learning for Definition Generation IJCNLP 2022
Contrastive Video-Language Learning with Fine-grained Frame Sampling IJCNLP 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning NAACL 2022
Decision-Focused Learning: Through the Lens of Learning to Rank ICML 2022
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022
Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction COLING 2022
Reducing Spurious Correlations for Answer Selection by Feature Decorrelation and Language Debiasing COLING 2022
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022
Interpreting Language Models with Contrastive Explanations EMNLP 2022
RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022
Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models EMNLP 2022
Fine-grained Contrastive Learning for Relation Extraction EMNLP 2022
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval EMNLP 2022
Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022