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ensemble learning

1271 papers

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EL

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text classification (6776) ensemble method (560) transformer model (1988) transfer learning (5442) data augmentation (3037) sentiment analysis (2079) large language model (12755) neural network (6616) language model (4573) multi-label classification (1004)

Papers

UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification NAACL 2022
Optimize_Prime@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil ACL 2022
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition INTERSPEECH 2022
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models NAACL 2022
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SEMEVAL 2022
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs NAACL 2022
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications SEMEVAL 2022
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ACL 2022
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion ACL 2022
UTMOS: UTokyo-SaruLab System for VoiceMOS Challenge 2022 INTERSPEECH 2022
SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022
IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text ACL 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Innovators @ SMM4H’22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets COLING 2022
Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022
ARCANE: An Efficient Architecture for Exact Machine Unlearning IJCAI 2022
UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition SEMEVAL 2022
HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SEMEVAL 2022
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic SEMEVAL 2022
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models SEMEVAL 2022
UMUTeam at SemEval-2022 Task 5: Combining image and textual embeddings for multi-modal automatic misogyny identification SEMEVAL 2022