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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
The Million Authors Corpus: A Cross-Lingual and Cross-Domain Wikipedia Dataset for Authorship Verification
ACL 2025
Formal Quality Measures for Predictors in Markov Decision Processes
AAAI 2025
PetEVAL: A veterinary free text electronic health records benchmark
ACL 2025
MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems
AAAI 2025
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation
ACL 2025
Your Large Language Models are Leaving Fingerprints
COLING 2025
Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus
ACL 2025
TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection
AAAI 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs
COLING 2025
Cross-table Synthetic Tabular Data Detection
COLING 2025
Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs
COLING 2025
Understanding Microtargeting Pattern on Social Media
AAAI 2025
Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool
ACL 2025
The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots
COLING 2025
LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging
ACL 2025
Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers
EMNLP 2025
The Practical Impacts of Theoretical Constructs on Empathy Modeling
EMNLP 2025
SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection
EMNLP 2025
Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting
EMNLP 2025
MuseScorer: Idea Originality Scoring At Scale
EMNLP 2025
Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements
EMNLP 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification
EMNLP 2025
Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments
EMNLP 2025
Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass
EMNLP 2025
On the Learning with Augmented Class via Forests
IJCAI 2025
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