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← Core Methods
Machine Learning
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Core Methods
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Classification
15,289 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
MultiClimate: Multimodal Stance Detection on Climate Change Videos
EMNLP 2024
The Moral Foundations Weibo Corpus
EMNLP 2024
Personalized-ABA: Personalized Treatment Plan Generation for Applied Behavior Analysis using Natural Language Processing
EMNLP 2024
Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification
EMNLP 2024
Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations
EMNLP 2024
Multi-Label Field Classification for Scientific Documents using Expert and Crowd-sourced Knowledge
EMNLP 2024
WikiBias as an Extrapolation Corpus for Bias Detection
EMNLP 2024
HOAXPEDIA: A Unified Wikipedia Hoax Articles Dataset
EMNLP 2024
A Multi-task Learning Framework for Evaluating Machine Translation of Emotion-loaded User-generated Content
EMNLP 2024
BERT-based Annotation of Oral Texts Elicited via Multilingual Assessment Instrument for Narratives
EMNLP 2024
Are Logistic Models Really Interpretable?
IJCAI 2024
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods
IJCAI 2024
EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery
IJCAI 2024
Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition
IJCAI 2024
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
IJCAI 2024
What Is Best for Students, Numerical Scores or Letter Grades?
IJCAI 2024
Learning Big Logical Rules by Joining Small Rules
IJCAI 2024
Extremal Separation Problems for Temporal Instance Queries
IJCAI 2024
Boosting Single Positive Multi-label Classification with Generalized Robust Loss
IJCAI 2024
EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost
IJCAI 2024
Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features
IJCAI 2024
An Efficient Prototype-Based Clustering Approach for Edge Pruning in Graph Neural Networks to Battle Over-Smoothing
IJCAI 2024
Label Distribution Learning from Logical Label
IJCAI 2024
EFEVD: Enhanced Feature Extraction for Smart Contract Vulnerability Detection
IJCAI 2024
Exploiting Multi-Label Correlation in Label Distribution Learning
IJCAI 2024
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