conftrace_

ensemble classifier

43 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) ensemble method (564) class imbalance (555) sentiment analysis (2084) transfer learning (5449) adversarial robustness (1341) dialect identification (168) alzheimer disease detection (37) voting classifier (10)

Papers

Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives COLING 2025
Paraphrasing Attack Resilience of Various Machine-Generated Text Detection Methods NAACL 2025
MUCS@DravidianLangTech-2024: A Grid Search Approach to Explore Sentiment Analysis in Code-mixed Tamil and Tulu EACL 2024
Ensemble-based Multilingual Euphemism Detection: a Behavior-Guided Approach NAACL 2024
An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024
On the Robustness of Randomized Ensembles to Adversarial Perturbations ICML 2023
Certifying Ensembles: A General Certification Theory with S-Lipschitzness ICML 2023
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Exploring linguistic feature and model combination for speech recognition based automatic AD detection INTERSPEECH 2022
reamtchka at SemEval-2022 Task 6: Investigating the effect of different loss functions for Sarcasm detection for unbalanced datasets NAACL 2022
On Margins and Generalisation for Voting Classifiers NIPS 2022
COVID-19 Detection from Spectral Features on the DiCOVA Dataset INTERSPEECH 2021
Classification with Rejection Based on Cost-sensitive Classification ICML 2021
Automatic Detection of Alzheimer’s Disease Using Spontaneous Speech Only INTERSPEECH 2021
Sarcasm and Sentiment Detection in Arabic: investigating the interest of character-level features EACL 2021
A Diversity-aware Model for Majority Vote Ensemble Accuracy AISTATS 2020
LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets EMNLP 2020
Visual Domain Adaptation by Consensus-Based Transfer to Intermediate Domain AAAI 2020
Detecting Objectifying Language in Online Professor Reviews EMNLP 2020
Automated Dispatch of Helpdesk Email Tickets: Pushing the Limits with AI AAAI 2019
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection NAACL 2019
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers NIPS 2019
Team GESIS Cologne: An all in all sentence-based approach for FEVER EMNLP 2018
The Whole is Greater than the Sum of its Parts: Towards the Effectiveness of Voting Ensemble Classifiers for Complex Word Identification NAACL 2018
YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter SEMEVAL 2018