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Regression

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Papers

VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards SEMEVAL 2025
Contextual Metric Meta-Evaluation by Measuring Local Metric Accuracy NAACL 2025
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025
Joint State and Noise Covariance Estimation RSS 2025
UTBNLP at Semeval-2025 Task 11: Predicting Emotion Intensity with BERT and VAD-Informed Attention. SEMEVAL 2025
Error estimation and adaptive tuning for unregularized robust M-estimator JMLR 2025
An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025
Increasing the Generalizability of Similarity-Based Essay Scoring Through Cross-Prompt Training ACL 2025
PreSumm: Predicting Summarization Performance Without Summarizing ACL 2025
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction EMNLP 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025
Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025
Video Individual Counting for Moving Drones ICCV 2025
On Model Identification and Out-of-Sample Prediction of PCR with Applications to Synthetic Controls JMLR 2025
Impacts of Vocoder Selection on Tacotron-based Nepali Text-To-Speech Synthesis COLING 2025
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection JMLR 2025
Block-Based Multi-Scale Image Rescaling AAAI 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
TPD-STR: Text Polygon Detection with Split Transformers WACV 2025
A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling IJCAI 2025
Needles & Haystacks: Dataset and Benchmark for Domain-Agnostic Image-Based Rigid Slice-to-Volume Registration WACV 2025