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.
Preprints
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
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
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
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[code]
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.
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
B Huang, D Bayazit, D Ullman, N Gopalan, S Tellex
2019 International Conference on Robotics and Automation (ICRA)
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[code]
[data]
[video]
Thesis Work
Generalizing Natural Language Instruction Following to Aerial Robots and Arbitrary Environments
D Bayazit
2020 Brown University - Undergraduate Thesis
[PDF]
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