We welcome you to the public talks at NLP Day 2026 at the University of Exeter.

Talk 1

Zoom scheduled: Friday 25 September 2026 at 10:00 to 11:00, UK/London time - 
Check you local time at https://zonestamp.toolforge.org/1790326800
Location: 
https://Universityofexeter.zoom.us/j/93589650456?pwd=HwnKKCkjYa3Dpa8TkPX72WANsIYRXr.1
 (Meeting ID: 935 8965 0456 Password: 514707)

Title: How do LLMs use context?

Abstract: Understanding language requires more than processing words, it 
involves interpreting words in context and keeping track of a changing context. 
How do large language models perform these operations internally? In this talk, 
I explore this question through the lens of mechanistic interpretability: (1) 
resolving literal and figurative meanings in idioms (2) tracking entities as 
their state changes. These settings allow us to investigate how context shapes 
internal representations and how models access relevant information in 
infererence time.

Short Bio: Soyoung Oh is a PhD student supervised by Prof. Vera Demberg at 
Saarland University. Her research focuses on understanding internal mechanisms 
of LLMs in reasoning. 

Talk 2
Zoom scheduled: Friday 25 September 2026 at 13:30 to 14:30, UK/London time - 
Check you local time at https://zonestamp.toolforge.org/1790339400
Location: 
https://Universityofexeter.zoom.us/j/93589650456?pwd=HwnKKCkjYa3Dpa8TkPX72WANsIYRXr.1
 (Meeting ID: 935 8965 0456 Password: 514707)

Title: The (Algebraic) Nature of Natural Language

Short Bio: Professor Robert C. Berwick is Professor of Computational 
Linguistics and Engineering in the Department of Electrical Engineering and 
Computer Science. Professor Berwick received his A.B. degree from Harvard 
University in Applied Mathematics and his S.M. and Ph.D. degrees from the 
Massachusetts Institute of Technology in Computer Science and Artificial 
Intelligence. He has been a member of the MIT faculty for nearly forty years.  
He was one of the founders and co-Director of the MIT Center for Biological and 
Computational Learning.  He has received numerous awards, including a 
Guggenheim Fellowship, as well as MIT’s highest award for junior faculty, the 
Edgerton Faculty Achievement award, and one of the Vatican’s notable honors, 
the Pontifical Council for Culture Award. Professor Berwick’s research has 
spanned several disciplines, from natural language processing to learning 
theory and to bioinformatics and evolutionary biology, to the interplay between 
deep learning and human language. He is the author of nearly a dozen books and 
numerous articles in the area of human language, learning, language processing, 
neurobiology and evolution, and cognition, including, Why Only Us (MIT Press, 
2016), on the evolution of human language, co-written with Professor Noam 
Chomsky.  His most recent book, The Mathematical Structure of Syntactic Merge, 
co-authored with Profs Matilde Marcolli and Noam Chomsky, focuses on a new 
mathematical approach to the formalization of generative grammar.
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