Classification

TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023 TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second ICLR 2023 Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023 TaCo: Textual Attribute Recognition via Contrastive Learning AAAI 2023 Tanimoto Random Features for Scalable Molecular Machine Learning NeurIPS 2023 Task Agnostic and Post-Hoc Unseen Distribution Detection WACV 2023 Taxonomy of Problems in Lexical Semantics ACL 2023 T-Cal: An Optimal Test for the Calibration of Predictive Models JMLR 2023 TCE: A Test-Based Approach to Measuring Calibration Error UAI 2023 TCFLE-8: a Corpus of Learner Written Productions for French as a Foreign Language and its Application to Automated Essay Scoring EMNLP 2023 T-distributed Spherical Feature Representation for Imbalanced Classification AAAI 2023 TeamAmpa at SemEval-2023 Task 3: Exploring Multilabel and Multilingual RoBERTa Models for Persuasion and Framing Detection SemEval 2023 Team Bias Busters at WASSA 2023 Empathy, Emotion and Personality Shared Task: Emotion Detection with Generative Pretrained Transformers ACL 2023 Team CentreBack at BLP-2023 Task 1: Analyzing performance of different machine-learning based methods for detecting violence-inciting texts in Bangla EMNLP 2023 TeamEC at SemEval-2023 Task 4: Transformers vs. Low-Resource Dictionaries, Expert Dictionary vs. Learned Dictionary SemEval 2023 Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques. EMNLP 2023 Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023 Ted: Tree delineation with reduced dimensions using entropy and deep learning ACML 2023 Temporal Label Smoothing for Early Event Prediction ICML 2023 Tenzin-Gyatso at SemEval-2023 Task 4: Identifying Human Values behind Arguments Using DeBERTa SemEval 2023 Tester-Learners for Halfspaces: Universal Algorithms NeurIPS 2023 Testing conventional wisdom (of the crowd) UAI 2023 Testing Paraphrase Models on Recognising Sentence Pairs at Different Degrees of Semantic Overlap ACL 2023 Test-Time Amendment with a Coarse Classifier for Fine-Grained Classification NeurIPS 2023 Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions AAAI 2023