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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
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification
CVPR 2025
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
CVPR 2025
GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature
ACL 2025
Cross-table Synthetic Tabular Data Detection
COLING 2025
Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective
CVPR 2025
FineVQ: Fine-Grained User Generated Content Video Quality Assessment
CVPR 2025
Interpretable DNFs
IJCAI 2025
Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation
JMLR 2025
JUNLP_Sarika at SemEval-2025 Task 11: Bridging Contextual Gaps in Text-Based Emotion Detection using Transformer Models
ACL 2025
YNUzwt at SemEval-2025 Task 10: Tree-guided Stagewise Classifier for Entity Framing and Narrative Classification
ACL 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets
CVPR 2025
Insightful Instance Features for 3D Instance Segmentation
CVPR 2025
Reference-Guided Verdict: LLMs-as-Judges in Automatic Evaluation of Free-Form QA
EMNLP 2025
HOPE at TSAR 2025 Shared Task Balancing Control and Complexity in Readability-Controlled Text Simplification
EMNLP 2025
In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues
ACL 2025
COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction
AAAI 2025
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes
AAAI 2025
Evaluating Mathematical Reasoning Beyond Accuracy
AAAI 2025
GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality
AAAI 2025
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification
AAAI 2025
SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM
AAAI 2025
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification
AAAI 2025
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification
ACL 2025
DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks
ACL 2025
Adaptive-Grained Label Distribution Learning
AAAI 2025
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