Research Explorer
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Papers
Trends
Conferences
Explore
Authors
Topics
Keywords
Achievements
About
Methodology
← Core Methods
Machine Learning
›
Core Methods
›
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
DIACU: A dataset for the DIAchronic analysis of Church Slavonic
ACL 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
CVPR 2025
Unified Framework for Open-World Compositional Zero-Shot Learning
WACV 2025
SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media
ACL 2025
Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task
ACL 2025
Optimal and Efficient Binary Questioning for Accelerated Annotation
AAAI 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods
SEMEVAL 2025
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
AAAI 2025
An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora
ACL 2025
FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning
CVPR 2025
Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset
ACL 2025
CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI
CVPR 2025
Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition
CVPR 2025
CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning
AAAI 2025
Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label
AAAI 2025
LLMs May Perform MCQA by Selecting the Least Incorrect Option
COLING 2025
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification
COLING 2025
VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks
CVPR 2025
Quantifying the Influence of Evaluation Aspects on Long-Form Response Assessment
COLING 2025
Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning
COLING 2025
Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data
COLING 2025
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation
COLING 2025
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation
COLING 2025
Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion
COLING 2025
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
ACL 2025
<
1
…
37
38
39
…
612
>