Contrastive Learning

Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering Interspeech 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022 Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining NAACL 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022 Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning Interspeech 2022 Interpreting Language Models with Contrastive Explanations EMNLP 2022 Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022 Investigating the Role of Negatives in Contrastive Representation Learning AISTATS 2022 Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022 It Is Okay To Not Be Okay: Overcoming Emotional Bias in Affective Image Captioning by Contrastive Data Collection CVPR 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022 KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022 Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation Interspeech 2022 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022 KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022 Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition CVPR 2022 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022 Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022