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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
SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations
ACL 2025
A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records
ACL 2025
AD-LLM: Benchmarking Large Language Models for Anomaly Detection
ACL 2025
Open-Set Living Need Prediction with Large Language Models
ACL 2025
MonoBox: Tightness-Free Box-Supervised Polyp Segmentation Using Monotonicity Constraint
AAAI 2025
Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction
AAAI 2025
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
CVPR 2025
On Finding Hubs in High Dimensions with Sampling
AAAI 2025
Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations
AAAI 2025
Semi-Supervised Multimodal Classification Through Learning from Modal and Strategic Complementarities
AAAI 2025
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification
AAAI 2025
Conformal Prediction for Partial Label Learning
AAAI 2025
Weapon Activity Recognition
AAAI 2025
Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval
CVPR 2025
CGMatch: A Different Perspective of Semi-supervised Learning
CVPR 2025
Webis at CQs-Gen 2025: Prompting and Reranking for Critical Questions
ACL 2025
Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment
CVPR 2025
STAR-Edge: Structure-aware Local Spherical Curve Representation for Thin-walled Edge Extraction from Unstructured Point Clouds
CVPR 2025
DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection
CVPR 2025
Team A at SemEval-2025 Task 11: Breaking Language Barriers in Emotion Detection with Multilingual Models
ACL 2025
WoNBias: A Dataset for Classifying Bias & Prejudice Against Women in Bengali Text
ACL 2025
Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse
ACL 2025
Mitigating Spurious Correlations via Counterfactual Contrastive Learning
EMNLP 2025
Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformer
EMNLP 2025
HITS at DISRPT 2025: Discourse Segmentation, Connective Detection, and Relation Classification
EMNLP 2025
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