Regression

TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025 Training Dynamics of In-Context Learning in Linear Attention ICML 2025 Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025 Transformers Handle Endogeneity in In-Context Linear Regression ICLR 2025 TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025 TRENDy: Temporal Regression of Effective Nonlinear Dynamics ICLR 2025 Tsururu: A Python-based Time Series Forecasting Strategies Library IJCAI 2025 Uncertainty-aware Accurate Elevation Modeling for Off-road Navigation via Neural Processes CoRL 2025 Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025 Uncover Treasures in DCT: Advancing JPEG Quality Enhancement by Exploiting Latent Correlations ICCV 2025 Understanding the Effect of GCN Convolutions in Regression Tasks AISTATS 2025 Union-over-Intersections: Object Detection beyond Winner-Takes-All ICLR 2025 Universality of Kernel Random Matrices and Kernel Regression in the Quadratic Regime JMLR 2025 Unlocking the Power of LSTM for Long Term Time Series Forecasting AAAI 2025 Unlocking the Power of Patch: Patch-Based MLP for Long-Term Time Series Forecasting AAAI 2025 Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025 UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025 UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. SemEval 2025 VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards SemEval 2025 Video Individual Counting for Moving Drones ICCV 2025 Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025 Weather Foundation Model Enhanced Decentralized Photovoltaic Power Forecasting Through Spatio-temporal Knowledge Distillation IJCAI 2025 When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025 When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length ACL 2025 Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025