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ensemble method

564 papers

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Co-occurring keywords

ensemble learning (1274) text classification (6793) large language model (13587) transformer model (1996) transfer learning (5449) language model (4599) neural network (6616) sentiment analysis (2084) support vector machine (978) uncertainty quantification (1393)

Papers

Alexa at SemEval-2023 Task 10: Ensemble Modeling of DeBERTa and BERT Variations for Identifying Sexist Text SEMEVAL 2023
Team ISCL_WINTER at SemEval-2023 Task 12:AfriSenti-SemEval: Sentiment Analysis for Low-resource African Languages using Twitter Dataset ACL 2023
John Boy Walton at SemEval-2023 Task 5: An Ensemble Approach to Spoiler Classification and Retrieval for Clickbait Spoiling SEMEVAL 2023
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models SEMEVAL 2023
JUST_ONE at SemEval-2023 Task 10: Explainable Detection of Online Sexism (EDOS) SEMEVAL 2023
Toward Robust Uncertainty Estimation with Random Activation Functions AAAI 2023
Self-Ensemble of N-best Generation Hypotheses by Lexically Constrained Decoding EMNLP 2023
Balanced Product of Calibrated Experts for Long-Tailed Recognition CVPR 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval EMNLP 2023
Bagging in overparameterized learning: Risk characterization and risk monotonization JMLR 2023
Capturing Changes in Mood Over Time in Longitudinal Data Using Ensemble Methodologies NAACL 2022
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles NAACL 2022
SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task NAACL 2022
One Agent To Rule Them All: Towards Multi-agent Conversational AI ACL 2022
Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change ACL 2022
A Resilient Distributed Boosting Algorithm ICML 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
PALI-NLP at SemEval-2022 Task 4: Discriminative Fine-tuning of Transformers for Patronizing and Condescending Language Detection SEMEVAL 2022
SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model SEMEVAL 2022
Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework NAACL 2022
AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER NAACL 2022
EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022
Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF SEMEVAL 2022
SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SEMEVAL 2022