conftrace_
← Keywords

contrastive learning

3979 papers

Explore in graph

Also known as

CL

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

QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025
CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025
Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025
CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning AAAI 2025
GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings NAACL 2025
CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning EMNLP 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025
SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025
Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025
Transform Retrieval for Textual Entailment in RAG NAACL 2025
McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025
E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions NAACL 2025
Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering EMNLP 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025
Do Audio-Language Models Understand Linguistic Variations? NAACL 2025
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models NAACL 2025