Masoud Hashemi

Publications

Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA. Rishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, Shiva Krishna Reddy Malay, Sai Rajeswar Mudumba, Sathwik Madhusudhan, Spandana Gella, Vikas Yadav. At Language Resources and Evaluation Conference, 2026.

BigCharts-R1: Enhanced Chart Reasoning With Visual Reinforcement Finetuning. Sai Rajeswar Mudumba, Perouz Taslakian, Ahmed Masry, David Vazquez, Christopher Pal, Abhay Puri, Megh Thakkar, Masoud Hashemi, Khyati Mahajan, Spandana Gella. At NOW AI, 2025.

BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning. Ahmed Masry, Abhay Puri, Masoud Hashemi, Juan A. Rodriguez, Megh Thakkar, Khyati Mahajan, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Alexandre Piche, Dzmitry Bahdanau, Christopher Pal, David Vazquez, Enamul Hoque Prince , Perouz Taslakian, Sai Rajeswar Mudumba, Spandana Gella. At Conference on Language Modeling (COLM), 2025.

Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework. Aman Tiwari, Shiva Krishna Reddy Malay, Vikas Yadav, Masoud Hashemi, Sathwik Tejaswi Madhusudhan. At North American Chapter of the Association for Computational Linguistics (NAACL), 2025.

Prompting with Phonemes: Enhancing LLM Multilinguality for non-Latin Script Languages. Hoang Nguyen, Khyati Mahajan, Vikas Yadav, Philip S. Yu, Masoud Hashemi, Rishabh Maheshwary. At North American Chapter of the Association for Computational Linguistics (NAACL), 2025.

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models. Nishanth Madhusudhan, Sathwik Tejaswi Madhusudhan, Vikas Yadav, Masoud Hashemi. At International Conference on Computational Linguistics (COLING), 2025.

Explaining by Example: A Practitioner’s Perspective. Marc-Etienne Brunet , Masoud Hashemi. At Montreal AI Symposium (MAIS), 2022.