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Supervised Learning

988 directly classified papers

Papers per year

Papers

Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023
Towards General Error Diagnosis via Behavioral Testing in Machine Translation EMNLP 2023
Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023
Disfluent Cues for Enhanced Speech Understanding in Large Language Models EMNLP 2023
PsyAttention: Psychological Attention Model for Personality Detection EMNLP 2023
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench EMNLP 2023
Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023
Compositional Generalization for Data-to-Text Generation EMNLP 2023
Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023
Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG INTERSPEECH 2023
Enhancing Neural Machine Translation with Semantic Units EMNLP 2023
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
Is interpolation benign for random forest regression? AISTATS 2023
Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations ICML 2023
INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023
Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023
When do Minimax-fair Learning and Empirical Risk Minimization Coincide? ICML 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
When does Privileged information Explain Away Label Noise? ICML 2023
Delving into Noisy Label Detection with Clean Data ICML 2023
Human Guided Ground-Truth Generation for Realistic Image Super-Resolution CVPR 2023
Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023