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Methodology
← Core Methods
Machine Learning
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Core Methods
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Classification
15289 directly classified papers
Papers per year
2000: 2
2001: 14
2002: 21
2003: 28
2004: 28
2005: 26
2006: 94
2007: 93
2008: 90
2009: 93
2010: 134
2011: 112
2012: 160
2013: 290
2014: 239
2015: 258
2016: 456
2017: 682
2018: 1145
2019: 1500
2020: 1638
2021: 1667
2022: 1636
2023: 1685
2024: 1600
2025: 1313
2026: 285
Papers
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
AAAI 2025
The Bandit Whisperer: Communication Learning for Restless Bandits
AAAI 2025
In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search
AAAI 2025
A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering
ACL 2025
cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification
ACL 2025
Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling
AAAI 2025
Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation
ACL 2025
A Practical Tool to Help Automate Interlinear Glossing: a Study on Mukrī Kurdish
ACL 2025
TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules
ACL 2025
Offline Safe Reinforcement Learning Using Trajectory Classification
AAAI 2025
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
AAAI 2025
Understanding Microtargeting Pattern on Social Media
AAAI 2025
Are Checklists Really Useful for Automatic Evaluation of Generative Tasks?
EMNLP 2025
Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content
CVPR 2025
Scalable Hierarchical Deep Neural Network for Time Series Analysis in Wearable Sensor-based Human Activity Recognition
AAAI 2025
View-Association-Guided Dynamic Multi-View Classification
IJCAI 2025
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
Cooperative Pseudo Labeling for Unsupervised Federated Classification
ICCV 2025
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method
IJCAI 2025
MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery
IJCAI 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
ICCV 2025
Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling
AAAI 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation
IJCAI 2025
Iterated Belief Change as Learning
IJCAI 2025
Temperature in Cosine-based Softmax Loss
ICCV 2025
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