Aligning Script Events with Narrative Texts
Simon Ostermann, Michael Roth, Stefan Thater, Manfred Pinkal
Abstract
Script knowledge plays a central role in text understanding and is relevant for a variety of downstream tasks. In this paper, we consider two recent datasets which provide a rich and general representation of script events in terms of paraphrase sets. We introduce the task of mapping event mentions in narrative texts to such script event types, and present a model for this task that exploits rich linguistic representations as well as information on temporal ordering. The results of our experiments demonstrate that this complex task is indeed feasible.- Anthology ID:
- S17-1016
- Original:
- S17-1016v1
- Version 2:
- S17-1016v2
- Volume:
- Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017)
- Month:
- August
- Year:
- 2017
- Address:
- Vancouver, Canada
- Editors:
- Nancy Ide, Aurélie Herbelot, Lluís Màrquez
- Venue:
- *SEM
- SIGs:
- SIGLEX | SIGSEM
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 128–134
- Language:
- URL:
- https://aclanthology.org/S17-1016
- DOI:
- 10.18653/v1/S17-1016
- Cite (ACL):
- Simon Ostermann, Michael Roth, Stefan Thater, and Manfred Pinkal. 2017. Aligning Script Events with Narrative Texts. In Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017), pages 128–134, Vancouver, Canada. Association for Computational Linguistics.
- Cite (Informal):
- Aligning Script Events with Narrative Texts (Ostermann et al., *SEM 2017)
- PDF:
- https://preview.aclanthology.org/proper-vol2-ingestion/S17-1016.pdf