Revisiting Hierarchical Text Classification: Inference and Metrics

Autor: Plaud, Roman, Labeau, Matthieu, Saillenfest, Antoine, Bonald, Thomas

Hierarchical text classification (HTC) is the task of assigning labels to a text within a structured space organized as a hierarchy. Recent works treat HTC as a conventional multilabel classification problem, therefore evaluating it as such. We inste

Externí odkaz: http://arxiv.org/abs/2410.01305

How Graph Structure and Label Dependencies Contribute to Node Classification in a Large Network of Documents

Autor: Lemberger, Pirmin, Saillenfest, Antoine

We introduce a new dataset named WikiVitals which contains a large graph of 48k mutually referred Wikipedia articles classified into 32 categories and connected by 2.3M edges. Our aim is to rigorously evaluate the contributions of three distinct sour

Externí odkaz: http://arxiv.org/abs/2304.01235

Role of Simplicity in Creative Behaviour: The Case of the Poietic Generator

Autor: Saillenfest, Antoine, Dessalles, Jean-Louis, Auber, Olivier

Publikováno v: Proceedings of the Seventh International Conference on Computational Creativity (ICCC-2016). Paris, France

We propose to apply Simplicity Theory (ST) to model interest in creative situations. ST has been designed to describe and predict interest in communication. Here we use ST to derive a decision rule that we apply to a simplified version of a creative

Externí odkaz: http://arxiv.org/abs/1612.08657

A computational model of moral and legal responsibility via simplicity theory

Autor: Sileno, Giovanni, Saillenfest, Antoine, Dessalles, Jean-Louis

Publikováno v: 30th international conference on Legal Knowledge and Information Systems (JURIX 2017)
30th international conference on Legal Knowledge and Information Systems (JURIX 2017), Dec 2017, Luxembourg, Luxembourg. pp.171-176, ⟨10.3233/978-1-61499-838-9-171⟩

International audience; Responsibility, as referred to in everyday life, as explored in moral philosophyand debated in jurisprudence, is a multiform, ill-defined but inescapablenotion for reasoning about actions. Its presence in all social constructs

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0713c50718a130f20c680efa3dff313e
https://hal.telecom-paris.fr/hal-02287729

Role of Kolmogorov Complexity on Interest in Moral Dilemma Stories

Autor: Saillenfest, Antoine, Dessalles, Jean-Louis

Publikováno v: Proceedings of the 34th Annual Conference of the Cognitive Science Society
CogSci2012
CogSci2012, Aug 2012, Sapporo, Japan. pp.947-952
Saillenfest, Antoine; & Dessalles, Jean-Louis. (2012). Role of Kolmogorov Complexity on Interest in Moral Dilemma Stories. Proceedings of the Cognitive Science Society, 34(34). Retrieved from: http://www.escholarship.org/uc/item/4c614587

6 pages; International audience; Several studies have highlighted the combined role of emotions and reasoning in the determination of judgments about morality. Here we explore the influence of Kolmogorov complexity in the determination, not only of m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::b092f748be572dc52178f99e81d2a723
https://hal.archives-ouvertes.fr/hal-00794348/document