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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

Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding NIPS 2022
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness NIPS 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
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel NIPS 2022
Combining Language Models and Linguistic Information to Label Entities in Memes ACL 2022
Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification INTERSPEECH 2022
SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task NAACL 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
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks ICML 2022
Ensemble Multi-Relational Graph Neural Networks IJCAI 2022
Are Neural Topic Models Broken? EMNLP 2022
Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity EMNLP 2022
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers EMNLP 2022
CSECU-DSG at SemEval-2022 Task 3: Investigating the Taxonomic Relationship Between Two Arguments using Fusion of Multilingual Transformer Models NAACL 2022
NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ACL 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022
PALI at SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors INTERSPEECH 2022
CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022
One Agent To Rule Them All: Towards Multi-agent Conversational AI ACL 2022
AaltoNLP at SemEval-2022 Task 11: Ensembling Task-adaptive Pretrained Transformers for Multilingual Complex NER NAACL 2022
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles NAACL 2022
Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022