Research Explorer
Papers
Conferences
Authors
Topics
Keywords
Trends
Achievements
Explore
← Learning Types
Machine Learning
›
Learning Types
›
Classification
1251 directly classified papers
Papers per year
2000: 1
2001: 1
2003: 2
2004: 1
2005: 1
2006: 18
2007: 9
2008: 14
2009: 7
2010: 12
2011: 10
2012: 26
2013: 22
2014: 29
2015: 21
2016: 28
2017: 57
2018: 66
2019: 92
2020: 110
2021: 139
2022: 148
2023: 164
2024: 142
2025: 130
2026: 1
Papers
Summary the Savior: Harmful Keyword and Query-based Summarization for LLM Jailbreak Defense
NAACL 2025
Iterated Belief Change as Learning
IJCAI 2025
Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting
EMNLP 2025
AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts
EMNLP 2025
UrbanWaste: In-the-Bin Dataset for Waste Disposal Inspection with Multi-Granularity Hierarchical Labels
AAAI 2025
SIC: Similarity-Based Interpretable Image Classification with Neural Networks
ICCV 2025
CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge
SEMEVAL 2025
LiON: Learning Point-Wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data
AAAI 2025
The Development of Hebrew in Antiquity – A Computational Linguistic Study
NAACL 2025
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
CVPR 2025
Any-Resolution AI-Generated Image Detection by Spectral Learning
CVPR 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class
AAAI 2025
KECLinguAIsts@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages
NAACL 2025
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
EMNLP 2025
cuetRaptors@DravidianLangTech 2025: Transformer-Based Approaches for Detecting Abusive Tamil Text Targeting Women on Social Media
NAACL 2025
Data Quality Enhancement on the Basis of Diversity with Large Language Models for Text Classification: Uncovered, Difficult, and Noisy
COLING 2025
CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments
COLING 2025
Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need
COLING 2025
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification
COLING 2025
Cross-table Synthetic Tabular Data Detection
COLING 2025
Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents
NAACL 2025
An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them
NAACL 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG
NAACL 2025
Overview of the Shared Task on Detecting AI Generated Product Reviews in Dravidian Languages: DravidianLangTech@NAACL 2025
NAACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings
ACL 2025
<
1
2
3
4
5
…
51
>