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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025
CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection SEMEVAL 2025
Improving Word Alignment Using Semi-Supervised Learning ACL 2025
Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025
NAVER LABS Europe Submission to the Instruction-following Track ACL 2025
Portuguese Automated Fact-checking: Information Retrieval with Claim extraction ACL 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025
A Semi-supervised Scalable Unified Framework for E-commerce Query Classification ACL 2025
Multi-Prompting Decoder Helps Better Language Understanding ACL 2025
SECRET: Semi-supervised Clinical Trial Document Similarity Search ACL 2025
A Little Human Data Goes A Long Way ACL 2025
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025
NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection SEMEVAL 2025
HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025
Int*-Match: Balancing Intra-Class Compactness and Inter-Class Discrepancy for Semi-Supervised Speaker Recognition AAAI 2025
Uncertainty-Aware Self-Training for CTC-Based Automatic Speech Recognition AAAI 2025
Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction AAAI 2025
Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025
Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery AAAI 2025
Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal AAAI 2025
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels AAAI 2025
Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels AAAI 2025