Affairs of Styles: Working with AI to Solve Mysterious Attributions

DHAI Seminar 2022-2023
Tuesday 4 October 2022 Tuesday 4 October 2022
From 12 to 2 pm
ENS-PSL, salle de conférences du Centre Sciences des Données

45 rue d'Ulm
75005 Paris

48.8422951, 2.3442717

Resumption of the DHAI seminar with Jean-Baptiste Camps (Ecole des chartes) and Florian Cafiero (SciencesPo).

Who wrote the Bible ? Did Shakespeare or Molière author their plays ? Who hides behind the pseudonym Elena Ferrante ? And can we identify a unique fingerprint in the writings of an individual, something critics call 'literary style' and linguists 'idiolect' ? 
More and more accurate answers to century-old historical controversies or contemporary enigmas are being formulated by specialists of “authorship attribution” and “stylometry”, a domain at the intersection of statistics, artificial intelligence, philology and forensic linguistics. By taking a deep look into the mathematical properties of someone’s language, they can help identify the author of a text, no matter its nature. Lyric or epic poetry, ransom letters, social media posts… : all of these give a large number of clues on their authors, betrayed by their use of hardly noticeable details (function words, suffixes…) and more generally, by complex patterns in their language. In this presentation, we will tell how this discipline grew during the past 150 years, and will draw over some of the cases presented in our recent book (Affaires de style, Paris, 2022) and from our research on stylometry for ancient texts, from the Troubadours to Molière, or more contemporary material, as in our recent article on the authors behind QAnon’s infamous “Q”, with the New York Times.

Practical information

In person (ENS, Data Science Center, staircase B, 3rd floor) or by videoconference:

Tuesday 4 October 2022