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Regression

4964 directly classified papers

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Reproducing the Argument Quality Prediction of Project Debater ACL 2025
On the Robust Approximation of ASR Metrics ACL 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025
Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection SEMEVAL 2025
Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues ACL 2025
VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards SEMEVAL 2025
Stanford MLab at SemEval-2025 Task 11: Track B–Emotion Intensity Detection ACL 2025
LEAF: Large Language Diffusion Model for Time Series Forecasting EMNLP 2025
Quantile Regression with Large Language Models for Price Prediction ACL 2025
Towards Uncertainty Unification: A Case Study for Preference Learning RSS 2025
Imitation Learning via Focused Satisficing IJCAI 2025
GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction ACL 2025
Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human? ACL 2025
When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length ACL 2025
Increasing the Generalizability of Similarity-Based Essay Scoring Through Cross-Prompt Training ACL 2025
Predicting Through Generation: Why Generation Is Better for Prediction ACL 2025
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025
Beyond the Average Reader: the Reader Embedding Approach ACL 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models ACL 2025
Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues ACL 2025
TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025
Autoregressive Speech Synthesis without Vector Quantization ACL 2025
A Framework for Fine-Grained Complexity Control in Health Answer Generation ACL 2025
Optimal subsampling for high-dimensional partially linear models via machine learning methods JMLR 2025