Publications

October 29, 2026 EMNLP 2026

CRISP: Cliff-aware Residual-free Input-adaptive Sparse Prefilling with Entropy-Motivated Routing

Huy Huu Nguyen, Chien Van Nguyen, Franck Dernoncourt, Ryan A. Rossi, Linh Ngo Van, Jieyang Chen, Thien Huu Nguyen

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

October 29, 2026 EMNLP 2026 Findings

Hoang Thanh Dat, Quoc Phong Dao, Nam Le Hai, Franck Dernoncourt, Linh Ngo Van, Trung Le, Thien Huu Nguyen

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

October 29, 2026 EMNLP 2026 Findings

Varun Gandhi, Jaewook Lee, Shantanu Todmal, Franck Dernoncourt, Ryan A. Rossi, Jack Wang, Andrew Lan

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

October 29, 2026 EMNLP 2026 Findings

Harshitha Kolukuluru, Reshma Ashok, Kirat Arora, Evan William Ciccarelli, Nischal Ashok Kumar, Lunyiu Nie, Franck Dernoncourt, Samyadeep Basu, Ryan A. Rossi, Nedim Lipka

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

October 29, 2026 EMNLP 2026 GroundLM Workshop

Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka

AI & Machine Learning Document Intelligence Intelligent Agents & Assistants

October 19, 2026 EMNLP 2026 Findings

Jeonghyun Park, David Seunghyun Yoon, Yonghyun Jun, Hwanhee Lee

Document Intelligence Intelligent Agents & Assistants Natural Language Processing

October 19, 2026 EMNLP 2026 Findings

Sunkyung_Han, Nahyeon Park, Gaeun Seo, David Seunghyun Yoon, JinYeong Bak

Document Intelligence Intelligent Agents & Assistants Natural Language Processing

October 9, 2026 COLM 2026

Wang Wei, Hongzheng Yang, Tiankai Yang, Samyadeep Basu, Hongjie Chen, Yue Zhao, Franck Dernoncourt, Ryan A. Rossi, Hoda Eldardiry

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing

September 2, 2026 ACM AI Summit 2026

Bo Ni, Franck Dernoncourt, Hongjie Chen, Yu Wang, Nesreen K. Ahmed, Zhengzhong Tu, Tyler Derr, Ryan A. Rossi

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing

August 28, 2026 Transactions on Machine Learning Research (TMLR), Aug 2026

Aishwarya Sahoo, Jeevana Kruthi Karnuthala, Tushar Parmanand Budhwani, Pranchal Agarwal, Sankaran Vaidyanathan, Alexa Siu, Franck Dernoncourt, Jennifer Healey, Nedim Lipka, Ryan A. Rossi, Uttaran Bhattacharya, Branislav Kveton

AI & Machine Learning Intelligent Agents & Assistants Natural Language Processing