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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025
Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning COLING 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025
Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss NAACL 2025
Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry IJCAI 2025
Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation EMNLP 2025
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024
PIGEON: Predicting Image Geolocations CVPR 2024
Visually-Aware Context Modeling for News Image Captioning NAACL 2024
Research of Event Reconstruct Based on Multi-View Contrastive Learning (Student Abstract) AAAI 2024
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy AAAI 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding NAACL 2024
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024
Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
Coreference Graph Guidance for Mind-Map Generation AAAI 2024
InterpretARA: Enhancing Hybrid Automatic Readability Assessment with Linguistic Feature Interpreter and Contrastive Learning AAAI 2024
DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024
Event-enhanced Retrieval in Real-time Search COLING 2024
Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension AAAI 2024