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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

Stanford MLab at SemEval-2021 Task 1: Tree-Based Modelling of Lexical Complexity using Word Embeddings SEMEVAL 2021
Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection NAACL 2021
Valid Causal Inference with (Some) Invalid Instruments ICML 2021
Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction SEMEVAL 2021
Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces ICCV 2021
Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization UAI 2021
Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness AAAI 2021
A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021
Technical Report on Shared Task in DialDoc21 ACL 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction ACL 2021
Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021
Calibrate your listeners! Robust communication-based training for pragmatic speakers EMNLP 2021
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection ACL 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection ACL 2021
CompNA at SemEval-2021 Task 1: Prediction of lexical complexity analyzing heterogeneous features ACL 2021
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort ACL 2021
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ACL 2021
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection ACL 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
RedwoodNLP at SemEval-2021 Task 7: Ensembled Pretrained and Lightweight Models for Humor Detection ACL 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging ACL 2021
Robust Model Compression Using Deep Hypotheses AAAI 2021
Learning Binary Decision Trees by Argmin Differentiation ICML 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation IJCNLP 2021