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

PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023

Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis EMNLP 2023

CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction EMNLP 2023

MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition EMNLP 2023

Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization EMNLP 2023

Coarse-to-Fine Dual Encoders are Better Frame Identification Learners EMNLP 2023

Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection EMNLP 2023

DocSplit: Simple Contrastive Pretraining for Large Document Embeddings EMNLP 2023

IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023

Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023

HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023

InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023

Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning EMNLP 2023

Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023

GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023

Contrastive Pre-training for Personalized Expert Finding EMNLP 2023

Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023

Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses EMNLP 2023

Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023

PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023

Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars CVPR 2023

Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity CVPR 2023

CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023

Turning a CLIP Model Into a Scene Text Detector CVPR 2023