Hello! My name is Deniz, and I am a PhD candidate 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
Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants
B Borges*, N Foroutan*, D Bayazit*, A Sotnikova* et al.
arXiv 2024
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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
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models
D Bayazit, N Foroutan, Z Chen, G Weiss, A Bosselut
Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
[PDF]
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
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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