ReasonFuse: Reason Path Driven and Global–Local Fusion Network for Numerical Table-Text Question Answering

Author:

Xia Yuancheng,Li Feng,Liu Qing,Jin Li,Zhang Zequn,Sun Xian,Shao Lixu

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference41 articles.

1. D. Dua, Y. Wang, P. Dasigi, G. Stanovsky, S. Singh, M. Gardner, DROP: A reading comprehension benchmark requiring discrete reasoning over paragraphs, in: J. Burstein, C. Doran, T. Solorio (Eds.), Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2–7, 2019, Volume 1 (Long and Short Papers), Association for Computational Linguistics, 2019, pp. 2368–2378. https://doi.org/10.18653/v1/n19-1246.

2. W. Chen, H. Zha, Z. Chen, W. Xiong, H. Wang, W.Y. Wang, Hybridqa: A dataset of multi-hop question answering over tabular and textual data, in: T. Cohn, Y. He, Y. Liu (Eds.), Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16–20 November 2020, Vol. EMNLP 2020 of Findings of ACL, Association for Computational Linguistics, 2020, pp. 1026–1036. https://doi.org/10.18653/v1/2020.findings-emnlp.91.

3. W. Chen, M. Chang, E. Schlinger, W.Y. Wang, W.W. Cohen, Open question answering over tables and text, in: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3–7, 2021, OpenReview.net, 2021.https://openreview.net/forum?id=MmCRswl1UYl.

4. J. Eisenschlos, M. Gor, T. Müller, W.W. Cohen, MATE: multi-view attention for table transformer efficiency, in: M. Moens, X. Huang, L. Specia, S.W. Yih (Eds.), Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event/Punta Cana, Dominican Republic, 7–11 November, 2021, Association for Computational Linguistics, 2021, pp. 7606–7619. https://doi.org/10.18653/v1/2021.emnlp-main.600.

5. Z. Chen, W. Chen, C. Smiley, S. Shah, I. Borova, D. Langdon, R. Moussa, M. Beane, T. Huang, B.R. Routledge, W.Y. Wang, Finqa: A dataset of numerical reasoning over financial data, in: M. Moens, X. Huang, L. Specia, S.W. Yih (Eds.), Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event/ Punta Cana, Dominican Republic, 7–11 November, 2021, Association for Computational Linguistics, 2021, pp. 3697–3711.https://aclanthology.org/2021.emnlp-main.300v1.pdf.

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