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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge NAACL 2024
Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences NAACL 2024
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales NAACL 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024
Contrastive Preference Learning for Neural Machine Translation NAACL 2024
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity NAACL 2024
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning NAACL 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding NAACL 2024
Visually-Aware Context Modeling for News Image Captioning NAACL 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks COLING 2024
Event-enhanced Retrieval in Real-time Search COLING 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024
Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024
PLAES: Prompt-generalized and Level-aware Learning Framework for Cross-prompt Automated Essay Scoring COLING 2024
Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations COLING 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents COLING 2024
Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer COLING 2024
Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation IJCAI 2024