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Supervised Learning

988 directly classified papers

Papers per year

Papers

Learning Safe Action Models with Partial Observability AAAI 2024
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023
Regression with Sensor Data Containing Incomplete Observations ICML 2023
RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data EMNLP 2023
INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages EMNLP 2023
Identifiability of Label Noise Transition Matrix ICML 2023
Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation EMNLP 2023
Enhancing Neural Machine Translation with Semantic Units EMNLP 2023
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines EMNLP 2023
The UNLP 2023 Shared Task on Grammatical Error Correction for Ukrainian EACL 2023
Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice ICML 2023
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback EMNLP 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition INTERSPEECH 2023
xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights SEMEVAL 2023
Addressing the Length Bias Challenge in Document-Level Neural Machine Translation EMNLP 2023
K-HATERS: A Hate Speech Detection Corpus in Korean with Target-Specific Ratings EMNLP 2023
Prompt-Based Editing for Text Style Transfer EMNLP 2023
A Model-free Closeness-of-influence Test for Features in Supervised Learning ICML 2023
Towards Detecting Contextual Real-Time Toxicity for In-Game Chat EMNLP 2023
Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023
Compositional Generalization for Data-to-Text Generation EMNLP 2023
Towards General Error Diagnosis via Behavioral Testing in Machine Translation EMNLP 2023