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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
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
CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification
ACL 2025
Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents
ACL 2025
silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer
ACL 2025
YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa
ACL 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa
ACL 2025
Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers?
CVPR 2025
Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
CVPR 2025
DeepFeatIoT: Unifying Deep Learned, Randomized, and LLM Features for Enhanced IoT Time Series Sensor Data Classification in Smart Industries
IJCAI 2025
Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems
IJCAI 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
ICCV 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models
IJCAI 2025
Mitigating Selection Bias with Node Pruning and Auxiliary Options
ACL 2025
Temperature in Cosine-based Softmax Loss
ICCV 2025
Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning
CVPR 2025
Towards Debiased Generalized Category Discovery
IJCAI 2025
Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats
ACL 2025
You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish
ACL 2025
Enhancing Chemical Reaction and Retrosynthesis Prediction with Large Language Model and Dual-task Learning
IJCAI 2025
Cooperative Pseudo Labeling for Unsupervised Federated Classification
ICCV 2025
Can Vision Language Models Understand Mimed Actions?
ACL 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions
ACL 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds
CVPR 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
CVPR 2025
Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective
CVPR 2025
Explainable Automatic Fact-Checking for Journalists Augmentation in the Wild
IJCAI 2025
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