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Machine Learning
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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
Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition
CVPR 2023
DeTexD: A Benchmark Dataset for Delicate Text Detection
ACL 2023
ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation
EACL 2023
Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution
CVPR 2023
Sentimental Matters - Predicting Literary Quality by Sentiment Analysis and Stylometric Features
ACL 2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification
ACL 2023
Discourse Mode Categorization of Bengali Social Media Health Text
ACL 2023
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms
AAAI 2023
JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning
ACL 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model
ACL 2023
Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on?
INTERSPEECH 2023
Synthetic Voice Spoofing Detection based on Feature Pyramid Conformer
INTERSPEECH 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
ACL 2023
AdaBoost is not an Optimal Weak to Strong Learner
ICML 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
ACL 2023
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling
AAAI 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
Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning
ICCV 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
Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification
ICCV 2023
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