conftrace_

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

CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022
Pushing the Envelope of Gradient Boosting Forests via Globally-Optimized Oblique Trees CVPR 2022
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel NIPS 2022
Synergy-of-Experts: Collaborate to Improve Adversarial Robustness NIPS 2022
Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters NIPS 2022
A Simple Decentralized Cross-Entropy Method NIPS 2022
Fast Sparse Decision Tree Optimization via Reference Ensembles AAAI 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
Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022
Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding NIPS 2022
Blackbox Attacks via Surrogate Ensemble Search NIPS 2022
Random Normalization Aggregation for Adversarial Defense NIPS 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models COLING 2022
QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification NAACL 2022
UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition NAACL 2022
ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection NAACL 2022
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021 IJCNLP 2021
Exploring Stylometric and Emotion-Based Features for Multilingual Cross-Domain Hate Speech Detection EACL 2021
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models ACL 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble ACL 2021
Comparing the Performance of CNNs and Shallow Models for Language Identification EACL 2021
Evaluating Neural Model Robustness for Machine Comprehension EACL 2021
Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models EACL 2021
Alignment verification to improve NMT translation towards highly inflectional languages with limited resources EACL 2021