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

ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024

Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024

AlexUNLP-BH at StanceEval2024: Multiple Contrastive Losses Ensemble Strategy with Multi-Task Learning For Stance Detection in Arabic ACL 2024

Investigating Gender Bias in STEM Job Advertisements ACL 2024

Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions AAAI 2024

ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation ACL 2024

Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages ACL 2024

KUL@SMM4H2024: Optimizing Text Classification with Quality-Assured Augmentation Strategies ACL 2024

RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024

Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024

Cluster-Norm for Unsupervised Probing of Knowledge EMNLP 2024

Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity EMNLP 2024

DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP 2024

Local Contrastive Editing of Gender Stereotypes EMNLP 2024

FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024

INDUS: Effective and Efficient Language Models for Scientific Applications EMNLP 2024

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