Supervised Learning

Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network AAAI 2023 Sharing Pattern Submodels for Prediction with Missing Values AAAI 2023 Shortest Program Interpolation Learning COLT 2023 SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023 Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition Interspeech 2023 SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023 TCFLE-8: a Corpus of Learner Written Productions for French as a Foreign Language and its Application to Automated Essay Scoring EMNLP 2023 Text Summarization with Oracle Expectation ICLR 2023 The PEACE-Reviews dataset: Modeling Cognitive Appraisals in Emotion Text Analysis EMNLP 2023 The UNLP 2023 Shared Task on Grammatical Error Correction for Ukrainian EACL 2023 Toward a Perspectivist Turn in Ground Truthing for Predictive Computing AAAI 2023 Towards Detecting Contextual Real-Time Toxicity for In-Game Chat EMNLP 2023 Towards Formality-Aware Neural Machine Translation by Leveraging Context Information EMNLP 2023 Towards General Error Diagnosis via Behavioral Testing in Machine Translation EMNLP 2023 TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023 TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers AAAI 2023 Using Random Forests to classify language as a function of syllable timing in two groups: children with cochlear implants and with normal hearing Interspeech 2023 When does Privileged information Explain Away Label Noise? 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 xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights SemEval 2023 A Boosting Approach to Reinforcement Learning NeurIPS 2022 Agnostic Learnability of Halfspaces via Logistic Loss ICML 2022 An Improper Estimator with Optimal Excess Risk in Misspecified Density Estimation and Logistic Regression JMLR 2022 A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction NAACL 2022