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2020 – today
- 2026
[c7]Mathieu Sibue, Andrés Muñoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso:
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images. EACL (Volume 1: Long Papers) 2026: 5669-5688- [i6]Mathieu Sibue, Andres Muñoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso:
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images. CoRR abs/2602.12203 (2026) - 2025
- [c6]Simerjot Kaur, Charese Smiley, Keshav Ramani, Elena Kochkina, Mathieu Sibue, Samuel Mensah, Pietro Totis, Cecilia Tilli, Toyin Aguda, Daniel Borrajo, Manuela Veloso:
Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing. ACL (6) 2025: 813-825 - [c5]Kayode Olaleye, Arturo Oncevay, Mathieu Sibue, Nombuyiselo Zondi, Michelle Terblanche, Sibongile Mapikitla, Richard Lastrucci, Charese Smiley, Vukosi Marivate:
AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages. ACL (1) 2025: 33391-33410 - [c4]Dongsheng Wang, Ran Zmigrod, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah:
BuDDIE: A Business Document Dataset for Multi-task Information Extraction. COLING Workshops 2025: 35-47 - [i5]Xianzhi Li, Ethan Callanan, Xiaodan Zhu, Mathieu Sibue, Antony Papadimitriou, Mahmoud Mahfouz, Zhiqiang Ma, Xiaomo Liu:
Entropy-Aware Branching for Improved Mathematical Reasoning. CoRR abs/2503.21961 (2025) - 2024
- [c3]Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei
, Armineh Nourbakhsh, Xiaomo Liu:
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. ACL (1) 2024: 8529-8548 - [c2]Mahmoud Mahfouz, Ethan Callanan, Mathieu Sibue, Antony Papadimitriou, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu:
The State of the Art of Large Language Models on Chartered Financial Analyst Exams. EMNLP (Industry Track) 2024: 1068-1082 - [c1]Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso:
"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs. EMNLP (Findings) 2024: 13162-13185 - [i4]Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu:
DocLLM: A layout-aware generative language model for multimodal document understanding. CoRR abs/2401.00908 (2024) - [i3]Ran Zmigrod, Dongsheng Wang, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah:
BuDDIE: A Business Document Dataset for Multi-task Information Extraction. CoRR abs/2404.04003 (2024) - [i2]Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso:
"What is the value of {templates}?" Rethinking Document Information Extraction Datasets for LLMs. CoRR abs/2410.15484 (2024) - 2023
- [i1]Ethan Callanan, Amarachi Mbakwe, Antony Papadimitriou, Yulong Pei, Mathieu Sibue, Xiaodan Zhu, Zhiqiang Ma, Xiaomo Liu, Sameena Shah:
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams. CoRR abs/2310.08678 (2023)
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