Saanvi Chawla
2023
Francis Bacon at SemEval-2023 Task 4: Ensembling BERT and GloVe for Value Identification in Arguments
Kenan Hasanaliyev
|
Kevin Li
|
Saanvi Chawla
|
Michael Nath
|
Rohan Sanda
|
Justin Wu
|
William Huang
|
Daniel Yang
|
Shane Mion
|
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.
Search
Co-authors
- Kenan Hasanaliyev 1
- Kevin Li 1
- Michael Nath 1
- Rohan Sanda 1
- Justin Wu 1
- show all...