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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
LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news
ACL 2025
MyMy at SemEval-2025 Task 9: A Robust Knowledge-Augmented Data Approach for Reliable Food Hazard Detection
ACL 2025
MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews.
NAACL 2025
How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset
NAACL 2025
Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions
IJCAI 2025
Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection
IJCAI 2025
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression
IJCAI 2025
Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning
IJCAI 2025
Learning Real Facial Concepts for Independent Deepfake Detection
IJCAI 2025
Learning Optimal Oblique Decision Trees with (Max)SAT
IJCAI 2025
A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams
IJCAI 2025
Where and When: Predict Next POI and Its Explicit Timestamp in Sequential Recommendation
IJCAI 2025
Iterated Belief Change as Learning
IJCAI 2025
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing
IJCAI 2025
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method
IJCAI 2025
View-Association-Guided Dynamic Multi-View Classification
IJCAI 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
NeSyA: Neurosymbolic Automata
IJCAI 2025
Heterophily-Aware Personalized PageRank for Node Classification
IJCAI 2025
MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction
IJCAI 2025
ARPDL: Adaptive Relational Prior Distribution Loss as an Adapter for Document-Level Relation Extraction
IJCAI 2025
Classifying and Tracking International Aid Contribution Towards SDGs
IJCAI 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild
IJCAI 2025
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail
AAAI 2025
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