Anton Alyakin

According to our database, Anton Alyakin authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluating the performance and fragility of large language models on the self-assessment for neurological surgeons.

Krithik Vishwanath, Anton Alyakin, Mrigayu Ghosh, Jin Vivian Lee, Daniel Alexander Alber, Karl L. Sangwon, Douglas Kondziolka, Eric Karl Oermann

CoRR, May, 2025

Medical large language models are easily distracted.

Krithik Vishwanath, Anton Alyakin, Daniel Alexander Alber, Jin Vivian Lee, Douglas Kondziolka, Eric Karl Oermann

CoRR, April, 2025

It is Too Many Options: Pitfalls of Multiple-Choice Questions in Generative AI and Medical Education.

Shrutika Singh, Anton Alyakin, Daniel Alexander Alber, Jaden Stryker, Ai Phuong S. Tong, Karl L. Sangwon, Nicolas K. Goff, Mathew de la Paz, Miguel Hernandez-Rovira, Ki Yun Park, Eric Claude Leuthardt, Eric Karl Oermann

CoRR, March, 2025

BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions.

Chi Hang, Ruiqi Deng, Lavender Yao Jiang, Zihao Yang, Anton Alyakin, Daniel Alber, Eric Karl Oermann

CoRR, March, 2025

Repurposing the scientific literature with vision-language models.

Anton Alyakin, Jaden Stryker, Daniel Alexander Alber, Karl L. Sangwon, Brandon Duderstadt, Akshay Save, David Kurland, Spencer Frome, Shrutika Singh, Jeff Zhang, Eunice Yang, Ki Yun Park, Cordelia Orillac, Aly A. Valliani, Sean Neifert, Albert Liu, Aneek Patel, Christopher Livia, Darryl Lau, Ilya Laufer, Peter A. Rozman, Eveline Teresa Hidalgo, Howard Riina, Rui Feng, Todd C. Hollon, Yindalon Aphinyanaphongs, John G. Golfinos, Laura Snyder, Eric Leuthardt, Douglas Kondziolka, Eric Karl Oermann

CoRR, February, 2025

2024

Correcting a nonparametric two-sample graph hypothesis test for graphs with different numbers of vertices with applications to connectomics.

Anton Alyakin, Joshua Agterberg, Hayden S. Helm, Carey E. Priebe

Appl. Netw. Sci., December, 2024

MedG-KRP: Medical Graph Knowledge Representation Probing.

Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth, Jaden Stryker, Anton Alyakin, Daniel Alexander Alber, Nicolas K. Goff, Young Joon Fred Kwon, John Markert, Mustafa Nasir-Moin, Jan Moritz Niehues, Karl L. Sangwon, Eunice Yang, Eric Karl Oermann

CoRR, 2024

MedMobile: A mobile-sized language model with expert-level clinical capabilities.

Krithik Vishwanath, Jaden Stryker, Anton Alyakin, Daniel Alexander Alber, Eric Karl Oermann

CoRR, 2024

2021

An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces.

Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021