Classification

Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow ICLR 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025 Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SemEval 2025 Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025 Trusted Multi-View Classification via Evolutionary Multi-View Fusion ICLR 2025 Trusted Multi-View Classification with Expert Knowledge Constraints ICML 2025 Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025 Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement ICLR 2025 Tuebingen at SemEval-2025 Task 10: Class Weighting, External Knowledge and Data Augmentation in BERT Models SemEval 2025 Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance SemEval 2025 Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs ICLR 2025 TurtleBench: A Visual Programming Benchmark in Turtle Geometry NAACL 2025 TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025 twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements EMNLP 2025 Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels AAAI 2025 Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025 Two Tickets are Better than One: Fair and Accurate Hiring Under Strategic LLM Manipulations ICML 2025 UB_Tel-U at SemEval-2025 Task 11: Emotions Without Borders - A Unified Framework for Multilingual Classification Using Augmentation and Ensemble SemEval 2025 Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election COLING 2025 UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models ICML 2025 Uncertainty-Aware Prediction of Parkinson’s Disease Medication Needs: A Two-Stage Conformal Prediction Approach MLHC 2025 Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting AAAI 2025 Understanding Aggregations of Proper Learners in Multiclass Classification ALT 2025 Understanding Fixed Predictions via Confined Regions ICML 2025 Understanding Matters: Semantic-Structural Determined Visual Relocalization for Large Scenes IJCAI 2025