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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
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection
ACL 2025
Detoxify-IT: An Italian Parallel Dataset for Text Detoxification
ACL 2025
IsiZulu noun classification based on replicating the ensemble approach for Runyankore
COLING 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
silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer
ACL 2025
NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R
ACL 2025
RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking
ACL 2025
Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification
ACL 2025
Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification
SEMEVAL 2025
LETS-C: Leveraging Text Embedding for Time Series Classification
ACL 2025
Hierarchical Bracketing Encodings for Dependency Parsing as Tagging
ACL 2025
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification
ACL 2025
RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning
SEMEVAL 2025
DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks
ACL 2025
Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance
SEMEVAL 2025
STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection
ACL 2025
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers
ACL 2025
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression
IJCAI 2025
Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation
AAAI 2025
Gradient Equilibrium in Online Learning: Theory and Applications
JMLR 2025
In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues
ACL 2025
LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation
NAACL 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa
ACL 2025
Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration
ACL 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets
ACL 2025
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