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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025
t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025
Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection COLING 2025
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition ACL 2025
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations IJCAI 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025
Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction EMNLP 2025
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025
CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning EMNLP 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025
Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors IJCAI 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025