On Answer Position Bias in Transformers for Question Answering

Author:

Glater Rafael1ORCID,Santos Rodrygo L. T.1ORCID

Affiliation:

1. Universidade Federal de Minas Gerais, Belo Horizonte, Brazil

Funder

CNPq

FAPEMIG

CAPES

Publisher

ACM

Reference20 articles.

1. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

2. Position Information in Transformers: An Overview

3. MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension

4. Pengcheng He , Xiaodong Liu , Jianfeng Gao , and Weizhu Chen . 2020 . Deberta: Decoding-enhanced bert with disentangled attention. arXiv preprint arXiv:2006.03654 (2020). Pengcheng He, Xiaodong Liu, Jianfeng Gao, and Weizhu Chen. 2020. Deberta: Decoding-enhanced bert with disentangled attention. arXiv preprint arXiv:2006.03654 (2020).

5. Mitigating the Position Bias of Transformer Models in Passage Re-ranking

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