Daniil Orel

MS student, NLP, Mohamed bin Zayed University of Artificial Intelligence

Joined

August 2024

Names

Daniil Orel (Preferred)

Emails

****@mbzuai.ac.ae (Confirmed)

****@nu.edu.kz (Confirmed)

Personal Links

Career & Education History

MS student

NLP, Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2024 – 2026

Undergrad student

Computer Science, Nazarbayev University (nu.edu.kz)

2000 – 2024

Advisors, Relations & Conflicts

Coauthor

HUSEYIN ATAKAN VAROL

2022 – 2024

Expertise

No areas of expertise listed

Publications

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling
Ivan Rodkin, Daniil Orel, Konstantin Smirnov, Arman Bolatov, Bilal Elbouardi, Besher Hassan, Yuri Kuratov, Aydar Bulatov, Preslav Nakov, Timothy Baldwin, Artem Shelmanov, Mikhail Burtsev
- LIT Workshop @ ICLR 2026
- Readers: Everyone
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory, and Test Time Compute Scaling
Ivan Rodkin, Daniil Orel, Konstantin Smirnov, Arman Bolatov, Bilal Elbouardi, Besher Hassan, Yuri Kuratov, Aydar Bulatov, Preslav Nakov, Timothy Baldwin, Artem Shelmanov, Mikhail Burtsev
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Through BabyAI Steps: Understanding and Evaluating Grounded Intelligence in LLMs
Omar Choukrani, Idriss Malek, Daniil Orel, Anh Duy Le Dinh, Zhuohan Xie, Zangir Iklassov, Martin Takáč, Salem Lahlou
- Submitted to ICLR 2026
- Readers: Everyone
Sherkala-Chat: Building a State-of-the-Art LLM for Kazakh in a Moderately Resourced Setting
Fajri Koto, Rituraj Joshi, Nurdaulet Mukhituly, Yuxia Wang, Zhuohan Xie, Rahul Pal, Daniil Orel, Parvez Mullah, Diana Turmakhan, Maiya Goloburda, Mohammed Kamran, Samujjwal Ghosh, Bokang Jia, Jonibek Mansurov, Mukhammed Togmanov, Debopriyo Banerjee, Nurkhan Laiyk, Akhmed Sakip, Xudong Han, Ekaterina Kochmar et al. (14 additional authors not shown)
- COLM 2025
- Readers: Everyone
CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings
Daniil Orel, Dilshod Azizov, Preslav Nakov
- CoRR 2025
- Readers: Everyone
Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh
Fajri Koto, Rituraj Joshi, Nurdaulet Mukhituly, Yuxia Wang, Zhuohan Xie, Rahul Pal, Daniil Orel, Parvez Mullah, Diana Turmakhan, Maiya Goloburda, Mohammed Kamran, Samujjwal Ghosh, Bokang Jia, Jonibek Mansurov, Mukhammed Togmanov, Debopriyo Banerjee, Nurkhan Laiyk, Akhmed Sakip, Xudong Han, Ekaterina Kochmar et al. (15 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts
Maiya Goloburda, Nurkhan Laiyk, Diana Turmakhan, Yuxia Wang, Mukhammed Togmanov, Jonibek Mansurov, Askhat Sametov, Nurdaulet Mukhituly, Minghan Wang, Daniil Orel, Zain Muhammad Mujahid, Fajri Koto, Timothy Baldwin, Preslav Nakov
- CoRR 2025
- Readers: Everyone
Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh
Nurkhan Laiyk, Daniil Orel, Rituraj Joshi, Maiya Goloburda, Yuxia Wang, Preslav Nakov, Fajri Koto
- CoRR 2025
- Readers: Everyone
Ad-hoc train-arrival notification system for railway safety in remote areas
Aida Eduard, Dnislam Urazayev, Aruzhan Sabyrbek, Daniil Orel, Dimitrios Zorbas
- Internet Things 2024
- Readers: Everyone
Noise-Robust Multilingual Speech Recognition and the Tatar Speech Corpus
Saida Mussakhojayeva, Rinat Gilmullin, Bulat Khakimov, Mansur Galimov, Daniil Orel, Adal Adilbekov, Huseyin Atakan Varol
- ICAIIC 2024
- Readers: Everyone

View all 14 publications

Co-Authors

View all 68 co-authors