Classification

The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal EMNLP 2024 The Constant in HATE: Toxicity in Reddit across Topics and Languages COLING 2024 The Corpus AIKIA: Using Ranking Annotation for Offensive Language Detection in Modern Greek COLING 2024 The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning ICLR 2024 The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases EMNLP 2024 The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark NeurIPS 2024 The Entropy Enigma: Success and Failure of Entropy Minimization ICML 2024 The Extraction and Fine-grained Classification of Written Cantonese Materials through Linguistic Feature Detection COLING 2024 The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations NeurIPS 2024 The Guidelines Specialists at FIGNEWS 2024 Shared Task: An annotation guideline to Unravel Bias in News Media Narratives Using a Linguistic Approach ACL 2024 The Implicit Bias of Gradient Descent on Separable Multiclass Data NeurIPS 2024 The iNaturalist Sounds Dataset NeurIPS 2024 The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing NAACL 2024 The Many Faces of Optimal Weak-to-Strong Learning NeurIPS 2024 The MEET Corpus: Collocated, Distant and Hybrid Three-party Meetings with a Ranking Task COLING 2024 The Moral Foundations Weibo Corpus EMNLP 2024 The Nyström method for convex loss functions JMLR 2024 The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 The optimality of kernel classifiers in Sobolev space ICLR 2024 Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios COLING 2024 Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024 The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024 The Relative Clauses AMR Parsers Hate Most COLING 2024 The Risks of Recourse in Binary Classification AISTATS 2024 The Star Number and Eluder Dimension: Elementary Observations About the Dimensions of Disagreement COLT 2024