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Regression

4964 directly classified papers

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Papers

Increasing the Generalizability of Similarity-Based Essay Scoring Through Cross-Prompt Training ACL 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction EMNLP 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025
Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025
PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025
Blood Flow Speed Estimation with Optical Coherence Tomography Angiography Images CVPR 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025
HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting AAAI 2025
Bayesian Data Sketching for Varying Coefficient Regression Models JMLR 2025
Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025
Free Lunch Enhancements for Multi-modal Crowd Counting CVPR 2025
Rank-one Convexification for Sparse Regression JMLR 2025
From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective JMLR 2025
Physics-informed Kernel Learning JMLR 2025
Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning IJCAI 2025
CREPE: Rapid Chest X-ray Report Evaluation by Predicting Multi-category Error Counts EMNLP 2025
Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025
Gyro-based Neural Single Image Deblurring CVPR 2025
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025
A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025
Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025
Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting IJCAI 2025