LUIS: data collection for task oriented dialogue system creation

 
CLARIN Centre of Latvian language resources and tools
  Authors
Gunta, Nešpore-Bērzkalne ; Skadiņa, Inguna ; Grūzītis, Normunds ; Znotiņš, Artūrs and Goško, Didzis
  Item identifier
http://hdl.handle.net/20.500.12574/47
 Project URL
http://bots.ailab.lv/
 Demo URL
http://bots.ailab.lv/
 Referenced by
https://ebooks.iospress.nl/volumearticle/55530
https://www.aclweb.org/anthology/2021.eacl-demos.35/
 Date issued
2021
 Type
corpus, text
 Language(s)
Latvian
 Description
This multi-targeted dataset contains several datasets that allow to train goal-oriented dialogue systems for student service domain in Latvian. The dataset contains a manually annotated dataset of domain-specific dialog intents, a manually created and annotated dataset of generalised and formalised dialog scenarios based on corpus evidence, dataset for FAQ module training.
 Publisher
AiLab IMCS UL
 Acknowledgement

Latvian Council of Science

Project code: lzp2018/2-0216

Project name: Latvian Language Understanding and Generation in Human-Computer Interaction

 

COST Action

Project code: CA18231

Project name: Multi3Generation: Multi-task, Multilingual, Multi-modal Language Generation

 Subject(s)
dialogue named entities intents FrameNet
 Collection(s)
Language resources and tools of AiLab IMCS UL
Show full item record
 

 Files in this item

 Download all files in item (442.78 KB)
This item is
Publicly Available
and licensed under:
Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)
Icon
Name
intents_faq.zip
Size
5.06 KB
Format
application/zip
Description
Training, evaluation and test sets for FAQ module training. CSV format.
MD5
1bf3bb394100d5875b71aa43a2f4d0cf
 Download file  Preview
 File Preview  
  • intents_faq
    • train.csv8 kB
    • intents_all.csv14 kB
    • test.csv2 kB
    • valid.csv2 kB
Icon
Name
intents_forum.zip
Size
6.12 KB
Format
application/zip
Description
Training, validation and test sets for intent detection.
MD5
c3c4460944f0684c20a2bb09151589fc
 Download file  Preview
 File Preview  
Icon
Name
dialogs.json
Size
160.93 KB
Format
Unknown
Description
Manually annotated dataset of dialogs in Json format.
MD5
4e3a7026fdd21157396ad4a4b56b3bc6
 Download file
Icon
Name
dialogs.yaml
Size
91.92 KB
Format
Unknown
Description
Manually annotated dataset of dialogs in YAML format.
MD5
1ae2033006c2b48cdf0a623e63cb9428
 Download file
Icon
Name
output-Luiss.json
Size
178.74 KB
Format
Unknown
Description
The student service domain dataset consisting of approx. 300 written conversations representing 3 frequent intent classes: working hours, document submission, academic leave.
MD5
10386b5e577fbcbdfb1b8656c7f1ee76
 Download file

Partners, Coordination, Funding

Repository

More

Activities of CLARIN Latvia are supported by project of the European Regional Development Fund Nr. 1.1.1.5/18/I/016 University of Latvia and institutes in the European Research Area - Excellency, activity, mobility, capacity.

This platform runs under the software developed for the LINDAT/CLARIN repository for linguistics , available on GitHub