contrastive learning

Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 Table-based Fact Verification with Self-labeled Keypoint Alignment COLING 2022 Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CoRL 2022 TANKBind: Trigonometry-Aware Neural NetworKs for Drug-Protein Binding Structure Prediction NeurIPS 2022 Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022 Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022 Task-Induced Representation Learning ICLR 2022 Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022 The Close Relationship Between Contrastive Learning and Meta-Learning ICLR 2022 The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NeurIPS 2022 The optimal noise in noise-contrastive learning is not what you think UAI 2022 The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ACL 2022 TiGAN: Text-Based Interactive Image Generation and Manipulation AAAI 2022 Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization NeurIPS 2022 Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022 TLDR at SemEval-2022 Task 1: Using Transformers to Learn Dictionaries and Representations SemEval 2022 To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning NAACL 2022 Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems Interspeech 2022 Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning ACL 2022 Towards Automated Dialog Personalization using MBTI Personality Indicators Interspeech 2022 Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022 Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning ICLR 2022 Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022 Towards Learning (Dis)-Similarity of Source Code from Program Contrasts ACL 2022