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Methodology
← Core Methods
Machine Learning
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Core Methods
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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
FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages
NAACL 2025
Long-Tail Crisis in Nearest Neighbor Language Models
NAACL 2025
Recovering Parametric Scenes from Very Few Time-of-Flight Pixels
ICCV 2025
PreSumm: Predicting Summarization Performance Without Summarizing
ACL 2025
Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines
NAACL 2025
When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following
EMNLP 2025
Semantic-guided Camera Ray Regression for Visual Localization
ICCV 2025
Diffusion-aware Censored Gaussian Processes for Demand Modelling
IJCAI 2025
Towards Uncertainty Unification: A Case Study for Preference Learning
RSS 2025
Predicting Emotion Intensity in Text Using Transformer-Based Models
SEMEVAL 2025
Contextors at L-SUMM: Retriever-Driven Multi-Generator Summarization
IJCNLP 2025
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages
IJCNLP 2025
Bayesian Scalar-on-Image Regression with a Spatially Varying Single-layer Neural Network Prior
JMLR 2025
Physics-informed Kernel Learning
JMLR 2025
A Symmetric Relative-Error Loss Function for Intermittent Multiscale Signal Modelling
IJCAI 2025
Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs
ACL 2025
Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data
JMLR 2025
Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters
JMLR 2025
Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity
ICCV 2025
Remote Blood Pressure Estimation from Facial Videos using Transfer Learning: Leveraging PPG to rPPG Conversion
WACV 2025
Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios
AAAI 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression
AAAI 2025
Reproducing the Argument Quality Prediction of Project Debater
ACL 2025
NLP_goats at SemEval-2025 Task 11: Multi-Label Emotion Classification Using Fine-Tuned Roberta-Large Tranformer
ACL 2025
Supervised Score-Based Modeling by Gradient Boosting
AAAI 2025
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