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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Data Determines Distributional Robustness in Contrastive Language Image Pre-training (CLIP) ICML 2022
DRIBO: Robust Deep Reinforcement Learning via Multi-View Information Bottleneck ICML 2022
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations ICML 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022
Corpus-Guided Contrast Sets for Morphosyntactic Feature Detection in Low-Resource English Varieties COLING 2022
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss COLING 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation COLING 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022
Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition NAACL 2022
ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations NAACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022
Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities NAACL 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022
Long Context Question Answering via Supervised Contrastive Learning NAACL 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022
Label Anchored Contrastive Learning for Language Understanding NAACL 2022