Geodesic
A generalized dialogue graph construction and~visualization based on a corpus of dialogues
Prikladnaâ diskretnaâ matematika, no. 1 (2023), pp. 111-127

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A definition of a generalized dialogue graph is proposed to describe the structure of a dialogue in terms of a corpus of homogeneous dialogues. The task of constructing such a graph is relevant in modern conversational artificial intelligence, however, there are few works with meaningful results, often a complete description of the algorithms is not given and the code with the implementation is not published. In the paper, a method for constructing a generalized dialogue graph is proposed, which is implemented in the Python programming language and made publicly available. Experiments were carried out on open data and the results were described.
Mots-clés : dialogue system, NLP, dialogue graph
Keywords: graph, clustering, embeddings. 
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     title = {A generalized dialogue graph construction and~visualization based on a corpus of dialogues},
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P. D. Shtykov; A. G. Dyakonov. A generalized dialogue graph construction and~visualization based on a corpus of dialogues. Prikladnaâ diskretnaâ matematika, no. 1 (2023), pp. 111-127. http://geodesic.mathdoc.fr/item/PDM_2023_1_a6/