4 papers
Question Generation in Knowledge-Driven Dialog: Explainability and Evaluation
Juliette Faille, Quentin Brabant, Gwenole Lecorve +2
We explore question generation in the context of knowledge-grounded dialogs focusing on explainability and evaluation. Inspired by previous work on planning-based summarisation, we…
WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF
Morgan Veyret, Jean-Baptiste Duchene, Kekeli Afonouvi +3
Typically available dialogue frameworks have adopted a semantic representation based on dialogue-acts and slot-value pairs. Despite its simplicity, this representation has disadvan…
KGConv, a Conversational Corpus grounded in Wikidata
Quentin Brabant, Gwenole Lecorve, Lina M. Rojas-Barahona +1
We present KGConv, a large, conversational corpus of 71k conversations where each question-answer pair is grounded in a Wikidata fact. Conversations contain on average 8.6 question…
CoQAR: Question Rewriting on CoQA
Quentin Brabant, Gwenole Lecorve, Lina M. Rojas-Barahona
Questions asked by humans during a conversation often contain contextual dependencies, i.e., explicit or implicit references to previous dialogue turns. These dependencies take the…