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

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023

PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models AAAI 2023

Contrastive learning for supervised graph matching UAI 2023

Graph Self-supervised Learning via Proximity Distribution Minimization UAI 2023

Retrofitting Light-weight Language Models for Emotions using Supervised Contrastive Learning EMNLP 2023

Learning with Partial Annotations for Event Detection ACL 2023

CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning ACL 2023

Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection ACL 2023

Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ACL 2023

Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection ACL 2023

Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering ACL 2023

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ACL 2023

Intent Discovery with Frame-guided Semantic Regularization and Augmentation ACL 2023

Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations ACL 2023

Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning MLHC 2023

Sample-Specific Debiasing for Better Image-Text Models MLHC 2023

Gloss-Free End-to-End Sign Language Translation ACL 2023

Clustering-Aware Negative Sampling for Unsupervised Sentence Representation ACL 2023

DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ACL 2023

CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023

Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ACL 2023

A Study on the Efficiency and Generalization of Light Hybrid Retrievers ACL 2023

Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue ACL 2023

Joint Generator-Ranker Learning for Natural Language Generation ACL 2023

AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities ACL 2023