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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
Fine-Grained Classification With Noisy Labels
CVPR 2023
BITE: Textual Backdoor Attacks with Iterative Trigger Injection
ACL 2023
Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features
INTERSPEECH 2023
What is the Real Intention behind this Question? Dataset Collection and Intention Classification
ACL 2023
Span-level Aspect-based Sentiment Analysis via Table Filling
ACL 2023
Weaker Than You Think: A Critical Look at Weakly Supervised Learning
ACL 2023
Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning
ICCV 2023
AUC Maximization for Low-Resource Named Entity Recognition
AAAI 2023
A Model-Agnostic Heuristics for Selective Classification
AAAI 2023
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues
ACL 2023
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors
INTERSPEECH 2023
Contrastive Open Set Recognition
AAAI 2023
Focal Training and Tagger Decouple for Grammatical Error Correction
ACL 2023
From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions
JMLR 2023
Generalization error bounds for multiclass sparse linear classifiers
JMLR 2023
The Implicit Bias of Benign Overfitting
JMLR 2023
Risk Bounds for Positive-Unlabeled Learning Under the Selected At Random Assumption
JMLR 2023
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level
ACL 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
AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages
EMNLP 2023
LLMDet: A Third Party Large Language Models Generated Text Detection Tool
EMNLP 2023
Identifying and Eliminating Majority Illusion in Social Networks
AAAI 2023
Learning to Defer with Limited Expert Predictions
AAAI 2023
Optimizing ROC Curves with a Sort-Based Surrogate Loss for Binary Classification and Changepoint Detection
JMLR 2023
Advancing Multi-Criteria Chinese Word Segmentation Through Criterion Classification and Denoising
ACL 2023
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