Research Explorer
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Achievements
About
Methodology
← Core Methods
Machine Learning
›
Core Methods
›
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
CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification
ACL 2025
OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection
ACL 2025
REFIND at SemEval-2025 Task 3: Retrieval-Augmented Factuality Hallucination Detection in Large Language Models
ACL 2025
Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience
AAAI 2025
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution
AAAI 2025
Learning Accurate and Interpretable Decision Trees (Extended Abstract)
IJCAI 2025
FROC: Building Fair ROC from a Trained Classifier
AAAI 2025
Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models
AAAI 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild
IJCAI 2025
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
AAAI 2025
Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling
AAAI 2025
Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning
AAAI 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
IJCAI 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions
ACL 2025
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method
AAAI 2025
Classifying and Tracking International Aid Contribution Towards SDGs
IJCAI 2025
Exploration Lab IITK at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
ACL 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection
ACL 2025
Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning
AAAI 2025
DAMMFND: Domain-Aware Multimodal Multi-view Fake News Detection
AAAI 2025
The Bandit Whisperer: Communication Learning for Restless Bandits
AAAI 2025
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery
IJCAI 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space
ACL 2025
View-Association-Guided Dynamic Multi-View Classification
IJCAI 2025
<
1
…
22
23
24
…
612
>