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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction EMNLP 2024
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests EMNLP 2024
Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024
NCPrompt: NSP-Based Prompt Learning and Contrastive Learning for Implicit Discourse Relation Recognition EMNLP 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? EMNLP 2024
Scaling Sentence Embeddings with Large Language Models EMNLP 2024
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