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

CodeFort: Robust Training for Code Generation Models EMNLP 2024

Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024

Cross-lingual Contextualized Phrase Retrieval EMNLP 2024

Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance EMNLP 2024

An Instruction Tuning-Based Contrastive Learning Framework for Aspect Sentiment Quad Prediction with Implicit Aspects and Opinions EMNLP 2024

StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024

C-ICL: Contrastive In-context Learning for Information Extraction EMNLP 2024

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024

Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024

LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024

Vanessa: Visual Connotation and Aesthetic Attributes Understanding Network for Multimodal Aspect-based Sentiment Analysis EMNLP 2024

Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024

InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024

Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024

Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering EMNLP 2024

Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024

Advancing Vision-Language Models with Adapter Ensemble Strategies EMNLP 2024

Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024

Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024

FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks AAAI 2024

Decoupled Contrastive Learning for Long-Tailed Recognition AAAI 2024

Span-based Unified Named Entity Recognition Framework via Contrastive Learning IJCAI 2024

Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning AAAI 2024

DocNLC: A Document Image Enhancement Framework with Normalized and Latent Contrastive Representation for Multiple Degradations AAAI 2024

Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT NIPS 2024