Kiran Bhat
2023
Francis Bacon at SemEval-2023 Task 4: Ensembling BERT and GloVe for Value Identification in Arguments
Kenan Hasanaliyev
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Kevin Li
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Saanvi Chawla
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Michael Nath
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Rohan Sanda
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Justin Wu
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William Huang
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Daniel Yang
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Shane Mion
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Kiran Bhat
Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
In this paper, we discuss our efforts on SemEval-2023 Task4, a task to classify the human value categoriesthat an argument draws on. Arguments consist of a premise, conclusion,and the premise’s stance on the conclusion. Our team experimented with GloVe embeddings and fine-tuning BERT. We found that an ensembling of BERT and GloVe with RidgeRegression worked the best.
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Co-authors
- Kenan Hasanaliyev 1
- Kevin Li 1
- Saanvi Chawla 1
- Michael Nath 1
- Rohan Sanda 1
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