Semi-Supervised Learning

Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ACL 2023 Models Teaching Models: Improving Model Accuracy with Slingshot Learning EACL 2023 More Than Spoken Words: Nonverbal Message Extraction and Generation EMNLP 2023 MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Interspeech 2023 Multi-Action Dialog Policy Learning from Logged User Feedback AAAI 2023 Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Interspeech 2023 Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Federated Object Detection NeurIPS 2023 Navigating the Pitfalls of Active Learning Evaluation: A Systematic Framework for Meaningful Performance Assessment NeurIPS 2023 Neighborhood-Regularized Self-Training for Learning with Few Labels AAAI 2023 Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023 Neural Networks Against (and For) Self-Training: Classification with Small Labeled and Large Unlabeled Sets ACL 2023 NLMs: Augmenting Negation in Language Models EMNLP 2023 NLP_CHRISTINE at SemEval-2023 Task 10: Utilizing Transformer Contextual Representations and Ensemble Learning for Sexism Detection on Social Media Texts SemEval 2023 NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset SemEval 2023 No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning NeurIPS 2023 Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023 Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023 Noisy Self-Training with Synthetic Queries for Dense Retrieval EMNLP 2023 NoRefER: a Referenceless Quality Metric for Automatic Speech Recognition via Semi-Supervised Language Model Fine-Tuning with Contrastive Learning Interspeech 2023 No Representation Rules Them All in Category Discovery NeurIPS 2023 Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object Detection ICCV 2023 Novel Class Discovery for 3D Point Cloud Semantic Segmentation CVPR 2023 Novel Intent Detection and Active Learning Based Classification (Student Abstract) AAAI 2023 NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation ICML 2023 NUS-IDS at PragTag-2023: Improving Pragmatic Tagging of Peer Reviews through Unlabeled Data EMNLP 2023