Task-Driven Linguistic Analysis based on an Underspecified Features Representation
Stasinos Konstantopoulos, Valia Kordoni, Nicola Cancedda, Vangelis Karkaletsis, Dietrich Klakow, Jean-Michel Renders
Abstract
In this paper we explore a task-driven approach to interfacing NLP components, where language processing is guided by the end-task that each application requires. The core idea is to generalize feature values into feature value distributions, representing under-specified feature values, and to fit linguistic pipelines with a back-channel of specification requests through which subsequent components can declare to preceding ones the importance of narrowing the value distribution of particular features that are critical for the current task.- Anthology ID:
- L12-1075
- Volume:
- Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
- Month:
- May
- Year:
- 2012
- Address:
- Istanbul, Turkey
- Editors:
- Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Mehmet Uğur Doğan, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis
- Venue:
- LREC
- SIG:
- Publisher:
- European Language Resources Association (ELRA)
- Note:
- Pages:
- 1966–1970
- Language:
- URL:
- http://www.lrec-conf.org/proceedings/lrec2012/pdf/219_Paper.pdf
- DOI:
- Cite (ACL):
- Stasinos Konstantopoulos, Valia Kordoni, Nicola Cancedda, Vangelis Karkaletsis, Dietrich Klakow, and Jean-Michel Renders. 2012. Task-Driven Linguistic Analysis based on an Underspecified Features Representation. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12), pages 1966–1970, Istanbul, Turkey. European Language Resources Association (ELRA).
- Cite (Informal):
- Task-Driven Linguistic Analysis based on an Underspecified Features Representation (Konstantopoulos et al., LREC 2012)
- PDF:
- http://www.lrec-conf.org/proceedings/lrec2012/pdf/219_Paper.pdf