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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
MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews
NAACL 2025
HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification
IJCAI 2025
Decoupled Imbalanced Label Distribution Learning
IJCAI 2025
Generalizing Constraint Models in Constraint Acquisition
AAAI 2025
Interaction Matters: An Evaluation Framework for Interactive Dialogue Assessment on English Second Language Conversations
COLING 2025
KARRIEREWEGE: A large scale Career Path Prediction Dataset
COLING 2025
Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection
COLING 2025
CUFE@NLU of Devanagari Script Languages 2025: Language Identification using fastText
COLING 2025
One_by_zero@ NLU of Devanagari Script Languages 2025: Target Identification for Hate Speech Leveraging Transformer-based Approach
COLING 2025
RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition
AAAI 2025
SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models
COLING 2025
Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand
COLING 2025
WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions
NAACL 2025
AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages
NAACL 2025
PEMV: Improving Spatial Distribution for Emotion Recognition in Conversations Using Proximal Emotion Mean Vectors
NAACL 2025
PREMISE: Matching-based Prediction for Accurate Review Recommendation
NAACL 2025
No Simple Answer to Data Complexity: An Examination of Instance-Level Complexity Metrics for Classification Tasks
NAACL 2025
Capturing Human Cognitive Styles with Language: Towards an Experimental Evaluation Paradigm
NAACL 2025
Predicting Spectral Information for Self-Supervised Signal Classification
IJCAI 2025
Efficient Dynamic Ensembling for Multiple LLM Experts
IJCAI 2025
MedCodER: A Generative AI Assistant for Medical Coding
NAACL 2025
EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild
NAACL 2025
Tighter Clusters, Safer Code? Improving Vulnerability Detection with Enhanced Contrastive Loss
NAACL 2025
MetaMeme: A Dataset for Meme Template and Meta-Category Classification
NAACL 2025
Investigating Human Values in Online Communities
NAACL 2025
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