Deniz Bayazit About Publications TA Work

About

Hello! My name is Deniz, and I am a third-year PhD student in Computer Science advised by Antoine Bosselut at the NLP lab in EPFL, IC. My current research interests lie in interpretability and language model design.

Previously, I worked with Stefanie Tellex and Ellie Pavlick at the H2R and LUNAR laboratories in the Brown CS Department.

Publications

Preprints

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models
D Bayazit, N Foroutan, Z Chen, G Weiss, A Bosselut
arXiv 2023
[PDF]
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
Z Chen, A Hernández-Cano, A Romanou, A Bonnet, K Matoba, F Salvi, M Pagliardini, S Fan, A Köpf, A Mohtashami, A Sallinen, A Sakhaeirad, V Swamy, I Krawczuk, D Bayazit, A Marmet, S Montariol, M Hartley, M Jaggi, A Bosselut
arXiv 2023
[PDF] [code]

Conference Papers

PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives
PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives
S Gao, B Borges, S Oh, D Bayazit, S Kanno, H Wakaki, Y Mitsufuji, A Bosselut
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)
Outstanding Paper Award
[PDF] [code]
Spatial Language Understanding for Object Search in Partially Observed Cityscale Environments
Spatial Language Understanding for Object Search in Partially Observed Cityscale Environments
K Zheng, D Bayazit, R Mathew, E Pavlick, S Tellex
2021 International Conference on Robot and Human Interactive Communication (RO-MAN)
[PDF] [website]
Grounding Language to Landmarks in Arbitrary Outdoor Environments.
Grounding Language to Landmarks in Arbitrary Outdoor Environments.
M Berg*, D Bayazit*, R Mathew, A Rotter-Aboyoun, E Pavlick, S Tellex
2020 International Conference on Robotics and Automation (ICRA)
[PDF] [data] [video]
Flight, Camera, Action! Using Natural Language and Mixed Reality to Control a Drone
Flight, Camera, Action! Using Natural Language and Mixed Reality to Control a Drone
B Huang, D Bayazit, D Ullman, N Gopalan, S Tellex
2019 International Conference on Robotics and Automation (ICRA)
[PDF] [code] [data] [video]

Thesis Work

Generalizing Natural Language Instruction Following to Aerial Robots and Arbitrary Environments
D Bayazit
2020 Brown University - Undergraduate Thesis
[PDF]

TA Work

Semester Course Code Name Professor
Spring 2023, 2024 CS 552 Modern Natural Language Processing Antoine Bosselut
Fall 2022, 2023 CS 431 Introduction to Natural Language Processing Jean-Cédric Chappelier, Martin Rajman, Antoine Bosselut
Spring 2021 CSCI 2952I - CLPS 1850 Language Processing in Humans and Machines Ellie Pavlick, Roman Feiman
Fall 2019 CSCI 1410 Artificial Intelligence George Konidaris
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