Thu, Aug 11, 2022 @ 11:00 AM - 12:00 PM
Information Sciences Institute
Conferences, Lectures, & Seminars
Speaker: Mitch Mithun, USC/ISI
Talk Title: Quantum Natural Language Processing
Meeting hosts only admit guests that they know to the Zoom meeting. Hence, you are highly encouraged to use your USC account to sign into Zoom.
If you are an outside visitor, please inform us at (nlg DASH seminar DASH host AT isi DOR edu beforehand so we will be aware of your attendance and let you in.
In-person attendance will be permitted for USC ISI faculty, staff, students only. Open to the public virtually via the zoom registration link and online.
Quantum Natural Language Processing is a very nascent field which deals with using quantum computers to solve natural language processing problems. Quantum advantage speed up for QNLP tasks has already been established in literature and has been attributed to the fact that quantum models for natural language processing canonically incorporate linguistic meanings with rich linguistic structure, most notably grammar. The fact that it takes a quantum like model to combine meaning and structure, establishes QNLP as quantum native, on par with simulation of quantum systems. Moreover, the now leading Noisy Intermediate Scale Quantum NISQ paradigm for encoding classical data on quantum hardware, variational quantum circuits, makes NISQ exceptionally QNLP friendly linguistic structure can be encoded as a free lunch, in contrast to the apparently exponentially expensive classical encoding of grammar.
In this talk, Mitch will first introduce some quantum mechanics enroute to talking about quantum computation and QNLP. Specifically, he will talk about quantum algorithms for incorporating compositionality, providing some basic conceptual and mathematical foundations needed to understand QNLP, and do so in computer scientist friendly terms. He will end with talking about the state of the art in QNLP
Biography: Mitch is a post doctoral researcher at ISI working with Marjorie Freedman in the networking and cyber security division. Mitch, recently graduated from his PhD from University of Arizona before joining ISI as a postdoc. Before that, he worked in the software industry for 10 plus years. He got his masters and undergrad degrees from Birla Institute of Technology and Science, Pilani, India. His research interests include natural language processing, cyber security and quantum computation.
Host: Jon May and Thamme Gowda
More Info: https://nlg.isi.edu/nl-seminar/
WebCast Link: https://www.youtube.com/watch?v=Q4hICz6bbJ8
Audiences: NL Seminar
Contact: Pete Zamar