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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization ACL 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis ACL 2023
RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis ACL 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following EMNLP 2023
Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction EMNLP 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
Combining Denoising Autoencoders with Contrastive Learning to fine-tune Transformer Models EMNLP 2023
Text encoders bottleneck compositionality in contrastive vision-language models EMNLP 2023
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023
Hallucination Detection for Grounded Instruction Generation EMNLP 2023
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023
RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023
Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023
Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023