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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

How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022
ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection EMNLP 2022
Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022
CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance AAAI 2022
Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022
Ensemble Multi-Relational Graph Neural Networks IJCAI 2022
Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT EMNLP 2022
The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022
DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models SEMEVAL 2022
Cost Ensemble with Gradient Selecting for GANs IJCAI 2022
Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction ACL 2022
SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher ACL 2022
MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022
ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection EMNLP 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift UAI 2022
Cocktail: A Multidimensional Optimization for Model Serving in Cloud NSDI 2022
An Ensemble Approach to Detect Emotions at an Essay Level ACL 2022
Adversarial Perturbations Augmented Language Models for Euphemism Identification EMNLP 2022
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
Optimize_Prime@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil 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
Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022
ARGUABLY@SMM4H’22: Classification of Health Related Tweets using Ensemble, Zero-Shot and Fine-Tuned Language Model COLING 2022