Is that really a question? Going beyond factoid questions in NLP
Aikaterini-Lida Kalouli, Rebecca Kehlbeck, Rita Sevastjanova, Oliver Deussen, Daniel Keim, Miriam Butt
Abstract
Research in NLP has mainly focused on factoid questions, with the goal of finding quick and reliable ways of matching a query to an answer. However, human discourse involves more than that: it contains non-canonical questions deployed to achieve specific communicative goals. In this paper, we investigate this under-studied aspect of NLP by introducing a targeted task, creating an appropriate corpus for the task and providing baseline models of diverse nature. With this, we are also able to generate useful insights on the task and open the way for future research in this direction.- Anthology ID:
- 2021.iwcs-1.13
- Volume:
- Proceedings of the 14th International Conference on Computational Semantics (IWCS)
- Month:
- June
- Year:
- 2021
- Address:
- Groningen, The Netherlands (online)
- Editors:
- Sina Zarrieß, Johan Bos, Rik van Noord, Lasha Abzianidze
- Venue:
- IWCS
- SIG:
- SIGSEM
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 132–143
- Language:
- URL:
- https://aclanthology.org/2021.iwcs-1.13
- DOI:
- Award:
- Outstanding Paper
- Cite (ACL):
- Aikaterini-Lida Kalouli, Rebecca Kehlbeck, Rita Sevastjanova, Oliver Deussen, Daniel Keim, and Miriam Butt. 2021. Is that really a question? Going beyond factoid questions in NLP. In Proceedings of the 14th International Conference on Computational Semantics (IWCS), pages 132–143, Groningen, The Netherlands (online). Association for Computational Linguistics.
- Cite (Informal):
- Is that really a question? Going beyond factoid questions in NLP (Kalouli et al., IWCS 2021)
- PDF:
- https://preview.aclanthology.org/revert-3132-ingestion-checklist/2021.iwcs-1.13.pdf
- Code
- kkalouli/rquet