Brandt, Christoph ; Hättasch, Benjamin ; Geisler, Nadja ; Binnig, Carsten (2020):
Towards Robust and Transparent Natural Language Interfaces for Databases.
Workshop on Human-In-the-Loop Data Analytics (HILDA’20), Portland, USA, 14.-19.06.2020, [Conference or Workshop Item]
Abstract
In recent years the field of research on natural language interfaces for databases (NLIDBs) has progressed considerably, which can be seen by the results of challenges like Spider. However, most of these approaches concentrate on delivering best-guess answers and improving (computational) accuracy. Yet, there are still a lot of open issues regarding robustness, confidence, and transparency. Therefore, this vision paper starts to point to relevant milestones as well as corresponding opportunities for addressing them, opening up a potential path of the future development of NLIDBs.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2020 |
| Creators: | Brandt, Christoph ; Hättasch, Benjamin ; Geisler, Nadja ; Binnig, Carsten |
| Title: | Towards Robust and Transparent Natural Language Interfaces for Databases |
| Language: | English |
| Abstract: | In recent years the field of research on natural language interfaces for databases (NLIDBs) has progressed considerably, which can be seen by the results of challenges like Spider. However, most of these approaches concentrate on delivering best-guess answers and improving (computational) accuracy. Yet, there are still a lot of open issues regarding robustness, confidence, and transparency. Therefore, this vision paper starts to point to relevant milestones as well as corresponding opportunities for addressing them, opening up a potential path of the future development of NLIDBs. |
| Uncontrolled Keywords: | dm, dm_aiphes, dm_project_AIPHES_area_d2 |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Data Management (2022 umbenannt in Data and AI Systems) DFG-Graduiertenkollegs DFG-Graduiertenkollegs > Research Training Group 1994 Adaptive Preparation of Information from Heterogeneous Sources |
| Event Title: | Workshop on Human-In-the-Loop Data Analytics (HILDA’20) |
| Event Location: | Portland, USA |
| Event Dates: | 14.-19.06.2020 |
| Date Deposited: | 10 Dec 2021 08:29 |
| URL / URN: | https://hilda.io/2020/ |
| PPN: | |
| Corresponding Links: | |
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