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Methodology
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Machine Learning
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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
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2009: 93
2010: 134
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2012: 160
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2019: 1500
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2022: 1636
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2024: 1600
2025: 1313
2026: 285
Papers
VerbaNexAI at SemEval-2025 Task 3: Fact Retrieval with Google Snippets for LLM Context Filtering to identify Hallucinations
ACL 2025
Howard University - AI4PC at SemEval-2025 Task 3: Logit-based Supervised Token Classification for Multilingual Hallucination Span Identification Using XGBOD
ACL 2025
wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection
ACL 2025
EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN
ACL 2025
External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection
AAAI 2025
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network
AAAI 2025
PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT
ACL 2025
A Practical Tool to Help Automate Interlinear Glossing: a Study on Mukrī Kurdish
ACL 2025
Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages
ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark
ACL 2025
Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification.
ACL 2025
Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs
ACL 2025
IRNLP at SemEval-2025 Task 10: Multilingual Narrative Characterization and Classification
ACL 2025
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models
ACL 2025
NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection
IJCAI 2025
Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs
IJCAI 2025
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning
AAAI 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News
ACL 2025
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect
AAAI 2025
NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration
IJCAI 2025
ForgDiffuser: General Image Forgery Localization with Diffusion Models
IJCAI 2025
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection
AAAI 2025
An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection
IJCAI 2025
Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint
IJCAI 2025
Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification
ACL 2025
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