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contrastive learning

3979 papers

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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

Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition ACL 2023
Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023
Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ACL 2023
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning ACL 2023
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023
Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? ACL 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning ACL 2023
Effective Contrastive Weighting for Dense Query Expansion ACL 2023
The CRINGE Loss: Learning what language not to model ACL 2023
ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization ACL 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ACL 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction EMNLP 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
Unsupervised Sounding Pixel Learning EMNLP 2023
Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection EMNLP 2023
When are Lemons Purple? The Concept Association Bias of Vision-Language Models EMNLP 2023
Quantifying Character Similarity with Vision Transformers EMNLP 2023