@InProceedings{Hillmann2023_1172,
author = {Stefan Hillmann and Philine Görzig and Sebastian Möller},
booktitle = {Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2023},
title = {Automatic Generation of Website-Based Multi-Turn Question-Answering Dialog Systems},
year = {2023},
editor = {Christoph Draxler},
month = mar,
pages = {48--55},
publisher = {TUDpress, Dresden},
abstract = {We present an overview of our chatbot system which uses a two-step NLU approach as well as a LaBSE-based multilingual NLU. We show, how can generate most parts of the chatbot in the university domain automatically from textual information on web pages. The evaluation of the 2-step NLU shows that the manually edited NLU (F1 ~ 0.8 outperforms the automatically trained (F1 ~ 0.42), but the latter needs nearly no manual efforts for training. Also, the multilingual NLU provides good performance (F1 ~ 0.71), taking into account that it needs no additional training material.},
isbn = {978-3-95908-303-4},
issn = {0940-6832},
keywords = {Interaction & Dialogue},
url = {https://www.essv.de/pdf/pdf/2023_48_55.pdf},
}