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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision INTERSPEECH 2023
Label efficient semi-supervised conversational intent classification ACL 2023
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance ACL 2023
K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification EACL 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval EMNLP 2023
LLMaAA: Making Large Language Models as Active Annotators EMNLP 2023
Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation CVPR 2023
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection CVPR 2023
JCT_DM at SemEval-2023 Task 10: Detection of Online Sexism: from Classical Models to Transformers SEMEVAL 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing INTERSPEECH 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
Scalable Prompt Generation for Semi-supervised Learning with Language Models EACL 2023
A Joint Model for Pronunciation Assessment and Mispronunciation Detection and Diagnosis with Multi-task Learning INTERSPEECH 2023
ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning AAAI 2023
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers ACL 2023
Detection of Emotional Hotspots in Meetings Using a Cross-Corpus Approach INTERSPEECH 2023
A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech INTERSPEECH 2023
Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023
Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ACL 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports ACL 2023
Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes JMLR 2023
Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification ICCV 2023
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction AAAI 2023
Resolution Consistency Training on Time-Frequency Domain for Semi-Supervised Sound Event Detection INTERSPEECH 2023
Diverse Cotraining Makes Strong Semi-Supervised Segmentor ICCV 2023