Supervised Learning

DeltaScore: Fine-Grained Story Evaluation with Perturbations EMNLP 2023 Delving into Noisy Label Detection with Clean Data ICML 2023 DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines EMNLP 2023 DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages EMNLP 2023 Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023 Don’t waste a single annotation: improving single-label classifiers through soft labels EMNLP 2023 Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023 Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023 Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023 Enhancing Neural Machine Translation with Semantic Units EMNLP 2023 Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023 Exploring and Utilizing Pattern Imbalance CVPR 2023 Focus-aware Response Generation in Inquiry Conversation ACL 2023 Friedrich Nietzsche at SemEval-2023 Task 4: Detection of Human Values from Text Using Machine Learning SemEval 2023 GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023 Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023 Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023 GlotLID: Language Identification for Low-Resource Languages EMNLP 2023 Grammatical Error Correction via Mixed-Grained Weighted Training EMNLP 2023 GTA: Gated Toxicity Avoidance for LM Performance Preservation EMNLP 2023 How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench EMNLP 2023 Human Guided Ground-Truth Generation for Realistic Image Super-Resolution CVPR 2023 Identifiability of Label Noise Transition Matrix ICML 2023 Impact of Co-occurrence on Factual Knowledge of Large Language Models EMNLP 2023 Improving Pacing in Long-Form Story Planning EMNLP 2023