Genetic algorithm for induction of finite automata with continuous and discrete output actions. - Anton Alexandrov; Alexey A. Sergushichev; Sergey Kazakov; Fedor Tsarev (GECCO (Companion), 2011)

WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data. - Maurice Weber; Carlo Siebenschuh; Rory Butler; Anton Alexandrov; Valdemar Thanner; Georgios Tsolakis; Haris Jabbar; Ian T. Foster; Bo Li 026; Rick Stevens; Ce Zhang 001 (NeurIPS, 2023)

Mitigating Catastrophic Forgetting in Language Transfer via Model Merging. - Anton Alexandrov; Veselin Raychev; Mark Mueller; Ce Zhang 001; Martin T. Vechev; Kristina Toutanova (EMNLP (Findings), 2024)

RedPajama: an Open Dataset for Training Large Language Models. - Maurice Weber; Daniel Y. Fu; Quentin Anthony; Yonatan Oren; Shane Adams; Anton Alexandrov; Xiaozhong Lyu; Huu Nguyen; Xiaozhe Yao; Virginia Adams; Ben Athiwaratkun; Rahul Chalamala; et al. (NeurIPS, 2024)

Mitigating Catastrophic Forgetting in Language Transfer via Model Merging. - Anton Alexandrov; Veselin Raychev; Mark Niklas Müller; Ce Zhang 001; Martin T. Vechev; Kristina Toutanova (CoRR, 2024)

BgGPT 1.0: Extending English-centric LLMs to other languages. - Anton Alexandrov; Veselin Raychev; Dimitar I. Dimitrov; Ce Zhang 001; Martin T. Vechev; Kristina Toutanova (CoRR, 2024)