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Contrastive Learning

3,538 papers

Papers per year

88
616
'20
'25

Papers

AlexUNLP-MZ at ArAIEval Shared Task: Contrastive Learning, LLM Features Extraction and Multi-Objective Optimization for Arabic Multi-Modal Meme Propaganda Detection ACL 2024
AlexUNLP-STM at NADI 2024 shared task: Quantifying the Arabic Dialect Spectrum with Contrastive Learning, Weighted Sampling, and BERT-based Regression Ensemble ACL 2024
AlexUNLP-BH at StanceEval2024: Multiple Contrastive Losses Ensemble Strategy with Multi-Task Learning For Stance Detection in Arabic ACL 2024
XFACT Team0331 at PerspectiveArg2024: Sampling from Bounded Clusters for Diverse Relevant Argument Retrieval ACL 2024
BiCAL: Bi-directional Contrastive Active Learning for Clinical Report Generation ACL 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics ACL 2024
Investigating Gender Bias in STEM Job Advertisements ACL 2024
Parameter-Efficient Detoxification with Contrastive Decoding ACL 2024
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation ACL 2024
MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024
CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024
CCIIPLab at SIGHAN-2024 dimABSA Task: Contrastive Learning-Enhanced Span-based Framework for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024
Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024
Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024
hyy33 at WASSA 2024 Empathy and Personality Shared Task: Using the CombinedLoss and FGM for Enhancing BERT-based Models in Emotion and Empathy Prediction from Conversation Turns ACL 2024
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning ACML 2024
Double InfoGAN for Contrastive Analysis AISTATS 2024
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024
Analysis of Using Sigmoid Loss for Contrastive Learning AISTATS 2024
Deep Classifier Mimicry without Data Access AISTATS 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024
“Barking up the Right Tree”, a GAN-Based Pun Generation Model through Semantic Pruning COLING 2024
BERT-BC: A Unified Alignment and Interaction Model over Hierarchical BERT for Response Selection COLING 2024