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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
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail
AAAI 2025
SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification
ACL 2025
Heterophily-Aware Personalized PageRank for Node Classification
IJCAI 2025
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver
AAAI 2025
WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection
AAAI 2025
MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction
IJCAI 2025
BERT-Based Code Learning for Exception Localization and Type Prediction
AAAI 2025
GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization
AAAI 2025
SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors
ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration
ACL 2025
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation
AAAI 2025
Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function
AAAI 2025
ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation
AAAI 2025
A Hybrid Weighted Nearest Neighbour Classifier for Semi-Supervised Learning
JMLR 2025
Gradient Equilibrium in Online Learning: Theory and Applications
JMLR 2025
External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection
AAAI 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
IJCAI 2025
MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery
IJCAI 2025
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers
ACL 2025
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network
AAAI 2025
In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues
ACL 2025
Structure Modeling Approach for UD Parsing of Historical Modern Japanese
ACL 2025
What Makes You CLIC: Detection of Croatian Clickbait Headlines
ACL 2025
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
NeSyA: Neurosymbolic Automata
IJCAI 2025
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