Supervised Learning

Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023 INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023 Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023 Is interpolation benign for random forest regression? AISTATS 2023 K-HATERS: A Hate Speech Detection Corpus in Korean with Target-Specific Ratings EMNLP 2023 Label Information Bottleneck for Label Enhancement CVPR 2023 Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023 Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023 Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023 MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction EMNLP 2023 mReFinED: An Efficient End-to-End Multilingual Entity Linking System EMNLP 2023 Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023 NarrativeXL: a Large-scale Dataset for Long-Term Memory Models EMNLP 2023 NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023 Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023 ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023 Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models ICML 2023 Prompt-Based Editing for Text Style Transfer EMNLP 2023 PsyAttention: Psychological Attention Model for Personality Detection EMNLP 2023 Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice ICML 2023 RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data EMNLP 2023 RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023 RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023 Regression with Sensor Data Containing Incomplete Observations ICML 2023 Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation EMNLP 2023