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Methodology
← Learning Types
Machine Learning
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Learning Types
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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
Exploring the Impact of Transliteration on NLP Performance: Treating Maltese as an Arabic Dialect
ACL 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images
AAAI 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model
ACL 2023
FedPD: Federated Open Set Recognition with Parameter Disentanglement
ICCV 2023
Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning
ICCV 2023
LLMDet: A Third Party Large Language Models Generated Text Detection Tool
EMNLP 2023
Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs
EMNLP 2023
Weighted Sampling without Replacement for Deep Top-$k$ Classification
ICML 2023
Temporal Label Smoothing for Early Event Prediction
ICML 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition
ICCV 2023
IREL at SemEval-2023 Task 11: User Conditioned Modelling for Toxicity Detection in Subjective Tasks
SEMEVAL 2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification
SEMEVAL 2023
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study
INTERSPEECH 2023
Francis Wilde at SemEval-2023 Task 5: Clickbait Spoiler Type Identification with Transformers
SEMEVAL 2023
Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference
SEMEVAL 2023
SKAM at SemEval-2023 Task 10: Linguistic Feature Integration and Continuous Pretraining for Online Sexism Detection and Classification
SEMEVAL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
SEMEVAL 2023
LRL_NC at SemEval-2023 Task 6: Sequential Sentence Classification for Legal Documents Using Topic Modeling Features
SEMEVAL 2023
Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis
INTERSPEECH 2023
The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech
INTERSPEECH 2023
Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on?
INTERSPEECH 2023
Whisper Encoder features for Infant Cry Classification
INTERSPEECH 2023
Finding Authentic Counterhate Arguments: A Case Study with Public Figures
EMNLP 2023
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages
EMNLP 2023
BotPercent: Estimating Bot Populations in Twitter Communities
EMNLP 2023
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