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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

Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022
Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022
Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022
SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning COLING 2022
CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization COLING 2022
Focus-Driven Contrastive Learning for Medical Question Summarization COLING 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022
Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Cross-modal Contrastive Learning for Speech Translation NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities NAACL 2022