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Contrastive Learning

403 directly classified papers

Papers per year

Papers

A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023
PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
Controlled Text Generation with Hidden Representation Transformations ACL 2023
Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023
Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023
An Effective Deployment of Contrastive Learning in Multi-label Text Classification ACL 2023
Contrastive Loss is All You Need to Recover Analogies as Parallel Lines ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
Contrastive Learning of Sociopragmatic Meaning in Social Media ACL 2023
ToThePoint: Efficient Contrastive Learning of 3D Point Clouds via Recycling CVPR 2023
Hierarchical Semantic Contrast for Scene-Aware Video Anomaly Detection CVPR 2023
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens CVPR 2023
Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation ICCV 2023
Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert CVPR 2023
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023
WACO: Word-Aligned Contrastive Learning for Speech Translation ACL 2023
Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023
MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning ACL 2023
Spatio-Temporal Pixel-Level Contrastive Learning-Based Source-Free Domain Adaptation for Video Semantic Segmentation CVPR 2023
Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation CVPR 2023
Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023