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FEDI Dataset

Thumbnail Image

Files

fedi_v1_2.zip () (22.13 MB)

Date

2024-03-18

Type

Dataset

Authors

Petrak, Dominic
Tran, Thy
Gurevych, Iryna

Journal Title

Journal ISSN

Volume Title

Publisher

Abstract

Description

FEDI is the first task-oriented document-grounded dialogue dataset for learning from demographic information, user emotions and implicit user feedback. In its current version, FEDI consists of 8,852 dialogues, divided into 1,988 feedback-free dialogues, including 326 test dialogues, and 6,864 feedback dialogues (1,716 in four versions, each with one feedback scneario less per dialogue).

Keywords

dataset, conversational ai, dialogue, emotions, feedback, demographics

Citation

Identifier

https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4181

Endorsement

Related Resources

Is Supplement To
https://arxiv.org/abs/2401.09248

DFG Classification

4.43-04 Künstliche Intelligenz und Maschinelle Lernverfahren
4.43-05 Bild- und Sprachverarbeitung, Computergraphik und Visualisierung, Human Computer Interaction, Ubiquitous und Wearable Computing

Project(s)

EC/HE | 101070351 | SERMAS

Faculty

Collections

License

Apache License 2.0
Except where otherwise noted, this license is described as Apache License 2.0

Version History

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1*
 2024-03-18 10:46:21
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