Creativity from averages: the view for AI, with maths from middle school
TLDR: Averaging may produce novel results, and even extreme results
I am a researcher at CNRS, the French center for research (more on institutions), currently on leave and working at Earth Species Project.
I primarily work on language and communication: Using language is an every day achievement, and we want to understand this capacity. I use methods from machine learning, experimental psychology, and linguistics. The field of linguistics itself is composed of interacting subfields, such as phonology, morphology, syntax; I specialize in semantics and pragmatics: what are the elementary operations that we deploy to construct the meaning of a series of words? How do we manage to compute and combine these operations with no apparent effort? How do children come to master this complex system? How do machines perform?
At Earth Species Project, I focus on another extension of these questions: What do other species do?
Scientific results are evaluated through and distributed in scientific publications. The list of publications below and its informal list of keywords give an idea of what domains I have worked on.
Links in the entries may lead to more material: scripts for
computations or simulations, experimental material (stimuli, data,
scripts for analyses, pre-registration, etc.), often hosted on
precious scientific archives such as
,
LingBuzz,
,
.
You may pick keywords below to display all (loosely) relevant entries: one of the keywords (or a close associate) may appear in the title, abstract, or metadata of the entry.
Emmanuel Chemla
Ecole Normale Supérieure
Laboratoire de Sciences Cognitives et Psycholinguistique
29 rue d'Ulm
75005 Paris
France
last name at ens.fr
My office is in Batiment Jaurès at Ecole Normale Supérieure.
We often use a meeting room in the Pavillon Jardin, which hosts IJN (see research environment).
I currently work at Earth Species Project.
The research environment coming from the CNRS side creates unique opportunities to work with numerous people, on numerous questions, using numerous methods. But it is also complicated. Here is my attempt to describe it - still simplifying a bit, apologies.