Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams. - Ethan Callanan; Amarachi Mbakwe; Antony Papadimitriou; Yulong Pei; Mathieu Sibue; Xiaodan Zhu 001; Zhiqiang Ma; Xiaomo Liu; Sameena Shah (CoRR, 2023)

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. - Dongsheng Wang 005; Natraj Raman; Mathieu Sibue; Zhiqiang Ma; Petr Babkin; Simerjot Kaur; Yulong Pei; Armineh Nourbakhsh; Xiaomo Liu (ACL (1), 2024)

The State of the Art of Large Language Models on Chartered Financial Analyst Exams. - Mahmoud Mahfouz; Ethan Callanan; Mathieu Sibue; Antony Papadimitriou; Zhiqiang Ma; Xiaomo Liu; Xiaodan Zhu 001 (EMNLP (Industry Track), 2024)

"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs. - Ran Zmigrod; Pranav Shetty; Mathieu Sibue; Zhiqiang Ma; Armineh Nourbakhsh; Xiaomo Liu; Manuela Veloso (EMNLP (Findings), 2024)

AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages. - Kayode Olaleye; Arturo Oncevay; Mathieu Sibue; Nombuyiselo Zondi; Michelle Terblanche; Sibongile Mapikitla; Richard Lastrucci; Charese Smiley; Vukosi Marivate (ACL (1), 2025)

BuDDIE: A Business Document Dataset for Multi-task Information Extraction. - Dongsheng Wang 005; Ran Zmigrod; Mathieu Sibue; Yulong Pei; Petr Babkin; Ivan Brugere; Xiaomo Liu; Nacho Navarro; Antony Papadimitriou; William Watson; Zhiqiang Ma; Armineh Nourbakhsh; et al. (COLING Workshops, 2025)

Entropy-Aware Branching for Improved Mathematical Reasoning. - Xianzhi Li; Ethan Callanan; Xiaodan Zhu 001; Mathieu Sibue; Antony Papadimitriou; Mahmoud Mahfouz; Zhiqiang Ma; Xiaomo Liu (CoRR, 2025)