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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

A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022
To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning NAACL 2022
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