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← Core Methods
Machine Learning
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Core Methods
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Classification
15,289 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
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings
EACL 2024
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters
EACL 2024
A Multimodal Framework to Detect Target Aware Aggression in Memes
EACL 2024
Backward Compatibility During Data Updates by Weight Interpolation
EACL 2024
Multimodal Fallacy Classification in Political Debates
EACL 2024
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks
EACL 2024
A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry
EACL 2024
Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels
EACL 2024
Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation
EACL 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition
EACL 2024
Towards Context-Based Violence Detection: A Korean Crime Dialogue Dataset
EACL 2024
MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms
EACL 2024
Do-Not-Answer: Evaluating Safeguards in LLMs
EACL 2024
Why Generate When You Can Discriminate? A Novel Technique for Text Classification using Language Models
EACL 2024
Autism Detection in Speech – A Survey
EACL 2024
Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness
EACL 2024
Code-Switching and Back-Transliteration Using a Bilingual Model
EACL 2024
Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities
EACL 2024
Learning Label Hierarchy with Supervised Contrastive Learning
EACL 2024
Analyzing the Role of Part-of-Speech in Code-Switching: A Corpus-Based Study
EACL 2024
Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies
EACL 2024
Automatic Detection and Labelling of Personal Data in Case Reports from the ECHR in Spanish: Evaluation of Two Different Annotation Approaches
EACL 2024
JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech
EACL 2024
DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages
EACL 2024
Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis - Shared Task at CASE 2024
EACL 2024
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