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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

Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation ICML 2022
An Ensemble Approach to Detect Emotions at an Essay Level ACL 2022
ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022
Logically at the Constraint 2022: Multimodal role labelling ACL 2022
CSECU-DSG at SemEval-2022 Task 3: Investigating the Taxonomic Relationship Between Two Arguments using Fusion of Multilingual Transformer Models SEMEVAL 2022
Nikkei at SemEval-2022 Task 8: Exploring BERT-based Bi-Encoder Approach for Pairwise Multilingual News Article Similarity SEMEVAL 2022
Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ACL 2022
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning ACL 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022
Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022
SURREY-CTS-NLP at WASSA2022: An Experiment of Discourse and Sentiment Analysis for the Prediction of Empathy, Distress and Emotion ACL 2022
LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ACL 2022
SRCB at SemEval-2022 Task 5: Pretraining Based Image to Text Late Sequential Fusion System for Multimodal Misogynous Meme Identification SEMEVAL 2022
MUCS@DravidianLangTech@ACL2022: Ensemble of Logistic Regression Penalties to Identify Emotions in Tamil Text ACL 2022
Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SEMEVAL 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
SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments ACL 2022
Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models AAAI 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes ACL 2022
Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022