conftrace_

ensemble model

105 papers

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ensemble learning (1274) text classification (6793) transformer model (1996) sentiment analysis (2084) data augmentation (3052) pretrained language model (1030) ensemble method (564) transfer learning (5449) pre-trained language model (1515) language model (4599)

Papers

NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset ACL 2023
Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News ACL 2023
The NiuTrans’s Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task ACL 2022
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction NAACL 2022
Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models NAACL 2022
HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications NAACL 2022
TechSSN at SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification using Deep Learning Models SEMEVAL 2022
AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models NAACL 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language NAACL 2022
SPDB Innovation Lab at SemEval-2022 Task 3: Recognize Appropriate Taxonomic Relations Between Two Nominal Arguments with ERNIE-M Model NAACL 2022
Towards Toxic Positivity Detection NAACL 2022
SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia IJCNLP 2022
AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models SEMEVAL 2022
LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022
Extended Multilingual Protest News Detection - Shared Task 1, CASE 2021 and 2022 EMNLP 2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022
NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media EMNLP 2022
LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ACL 2022
KaMiKla at SemEval-2022 Task 3: AlBERTo, BERT, and CamemBERT—Be(r)tween Taxonomy Detection and Prediction SEMEVAL 2022
Gathering Information and Engaging the User ComBot: A Task-Based, Serendipitous Dialog Model for Patient-Doctor Interactions NAACL 2021
On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021
Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables SEMEVAL 2021
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SEMEVAL 2021
Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control ACML 2021