contrastive learning

3979 papers

Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Confront Insider Threat: Precise Anomaly Detection in Behavior Logs Based on LLM Fine-Tuning COLING 2025

Detecting Honkadori based on Waka Embeddings NAACL 2025

Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025

TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025

AIDER: a Robust and Topic-Independent Framework for Detecting AI-Generated Text COLING 2025

Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025

Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025

A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025

SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025

Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025

Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering EMNLP 2025

Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025

McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025

ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025

DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025

Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025

Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025

Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis COLING 2025

Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025

Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025