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Methodology
← Core Methods
Machine Learning
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Regression
4964 directly classified papers
Papers per year
2000: 1
2001: 4
2002: 2
2003: 3
2004: 2
2005: 7
2006: 27
2007: 38
2008: 49
2009: 58
2010: 72
2011: 62
2012: 74
2013: 122
2014: 120
2015: 146
2016: 232
2017: 276
2018: 313
2019: 414
2020: 509
2021: 564
2022: 506
2023: 492
2024: 488
2025: 262
2026: 121
Papers
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
CVPR 2025
TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge
ACL 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
ACL 2025
Explaining Holistic Essay Scores in Comparative Judgment Assessments by Predicting Scores on Rubrics
ACL 2025
Reproducing the Argument Quality Prediction of Project Debater
ACL 2025
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors
JMLR 2025
An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora
ACL 2025
Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction
EMNLP 2025
Contextors at L-SUMM: Retriever-Driven Multi-Generator Summarization
IJCNLP 2025
Optimal Denoising in Score-Based Generative Models: The Role of Data Regularity
JMLR 2025
PoseAnchor: Robust Root Position Estimation for 3D Human Pose Estimation
ICCV 2025
Estimating 2D Camera Motion with Hybrid Motion Basis
ICCV 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts
ACL 2025
Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs
ACL 2025
Recovering Parametric Scenes from Very Few Time-of-Flight Pixels
ICCV 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing
AAAI 2025
PreSumm: Predicting Summarization Performance Without Summarizing
ACL 2025
Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings
NAACL 2025
FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages
NAACL 2025
Block-Based Multi-Scale Image Rescaling
AAAI 2025
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment
ACL 2025
Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines
NAACL 2025
Video Individual Counting for Moving Drones
ICCV 2025
Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows
AAAI 2025
Increasing the Generalizability of Similarity-Based Essay Scoring Through Cross-Prompt Training
ACL 2025
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