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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

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
Learning to Retrieve Passages without Supervision NAACL 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling 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
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction NAACL 2022
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022
TLDR at SemEval-2022 Task 1: Using Transformers to Learn Dictionaries and Representations NAACL 2022
YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning NAACL 2022
Exploring Contrastive Learning for Multimodal Detection of Misogynistic Memes NAACL 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
A Contrastive Framework for Neural Text Generation NIPS 2022
Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning CVPR 2022
Class-Aware Contrastive Semi-Supervised Learning CVPR 2022
Cross-modal Contrastive Attention Model for Medical Report Generation COLING 2022
Whodunit? Learning to Contrast for Authorship Attribution AACL 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning AACL 2022
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance ICML 2022