DREAM

Distributed dynamic representations for dialogue management (ERC Consolidator Grant 819455)

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Our ability to communicate using language in conversation is considered the hallmark of human intelligence and the holy grail of AI. In recent years, artificial conversational agents such as chatbots and personal assistants have become increasingly present in our everyday lives. Systems like ChatGPT have millions of daily users, many company websites host customer service chatbots, and dialogue agents are also being used in education and health coaching. Interacting with these systems already feels a lot more natural and is less frustrating for the user than ten or even five years ago. Nevertheless, the degree to which these systems help us understand the skills underlying language use is limited. In DREAM, we combine insights from linguistic and cognitive theories of human dialogue with machine learning techniques to develop data-driven models of language use that deepen our understanding of this basic human activity and inspire the design of more trust-worthy and human-like artificial conversational agents.

DREAM is hosted by the Institute for Logic, Language & Computation (ILLC), Faculty of Science, University of Amsterdam.

Team

Raquel Fernández

Raquel Fernández
Principal Investigator
Full Professor

Anna Bavaresco

Anna Bavaresco
PhD candidate
since 2023

Alberto Testoni

Alberto Testoni
Postdoc
2023-2024


Ece Takmaz

Ece Takmaz
PhD candidate
2019-2024

Mario Giulianelli

Mario Giulianelli
PhD candidate
2019-2023

Arabella J. Sinclair

Arabella J. Sinclair
Postdoc
2019-2022

Sandro Pezzelle

Sandro Pezzelle
Postdoc
2020-2021


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DREAM has proudly hosted the following researchers:


Publications