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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Comparing Self-Supervised Pre-Training and Semi-Supervised Training for Speech Recognition in Languages with Weak Language Models INTERSPEECH 2023
O-1: Self-training with Oracle and 1-best Hypothesis INTERSPEECH 2023
Approximately Bayes-optimal pseudo-label selection UAI 2023
Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification ICCV 2023
Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023
Resolution Consistency Training on Time-Frequency Domain for Semi-Supervised Sound Event Detection INTERSPEECH 2023
Label efficient semi-supervised conversational intent classification ACL 2023
Efficiently learning the graph for semi-supervised learning UAI 2023
Sampling bias in NLU models: Impact and Mitigation INTERSPEECH 2023
Vio-Lens: A Novel Dataset of Annotated Social Network Posts Leading to Different Forms of Communal Violence and its Evaluation EMNLP 2023
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers EMNLP 2023
Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
OPI at SemEval-2023 Task 9: A Simple But Effective Approach to Multilingual Tweet Intimacy Analysis SEMEVAL 2023
Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training EMNLP 2023
LLM aided semi-supervision for efficient Extractive Dialog Summarization EMNLP 2023
Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023
Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification EMNLP 2023
ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning AAAI 2023
Detection of Emotional Hotspots in Meetings Using a Cross-Corpus Approach INTERSPEECH 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing INTERSPEECH 2023
DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023
Emotion Prompting for Speech Emotion Recognition INTERSPEECH 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts ICCV 2023