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
October 29, 2026 EMNLP 2026 Findings EventKD: Event-Aware Knowledge Distillation for Generative Event Extraction Hoang Thanh Dat, Quoc Phong Dao, Nam Le Hai, Franck Dernoncourt, Linh Ngo Van, Trung Le, Thien Huu Nguyen
October 29, 2026 EMNLP 2026 Findings GRASP: GRanularity-Aware Search Policy for Agentic RAG Varun Gandhi, Jaewook Lee, Shantanu Todmal, Franck Dernoncourt, Ryan A. Rossi, Jack Wang, Andrew Lan
October 29, 2026 EMNLP 2026 Findings Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents Harshitha Kolukuluru, Reshma Ashok, Kirat Arora, Evan William Ciccarelli, Nischal Ashok Kumar, Lunyiu Nie, Franck Dernoncourt, Samyadeep Basu, Ryan A. Rossi, Nedim Lipka
October 29, 2026 EMNLP 2026 GroundLM Workshop Trust but Verify: Introducing DAVinCI – A Framework for Dual Attribution and Verification in Claim Inference for Language Models Vipula Rawte, Ryan A. Rossi, Franck Dernoncourt, Nedim Lipka
October 19, 2026 EMNLP 2026 Findings Code-Switching Reveals Language Anchoring in Multilingual LLMs Jeonghyun Park, David Seunghyun Yoon, Yonghyun Jun, Hwanhee Lee
October 19, 2026 EMNLP 2026 Findings CHARM: Character Hallucination for Multicultural Role Play Benchmark Sunkyung_Han, Nahyeon Park, Gaeun Seo, David Seunghyun Yoon, JinYeong Bak
October 9, 2026 COLM 2026 FlexRouter: Learning Complementary Model Sets for Flexible LLM Routing Wang Wei, Hongzheng Yang, Tiankai Yang, Samyadeep Basu, Hongjie Chen, Yue Zhao, Franck Dernoncourt, Ryan A. Rossi, Hoda Eldardiry
September 24, 2026 IEEE MMSP 2026 Segment Length Matters: A Study of Segment Lengths on Audio Fingerprinting Performance Ziling Gong, Yunyan Ouyang, Iram Kamdar, Melody Ma, Hongjie Chen, Franck Dernoncourt, Ryan A. Rossi, Nesreen K. Ahmed
September 12, 2026 European Conference on Computer Vision (ECCV 2026) Memory-V2V: Memory-Augmented Video-to-Video Diffusion for Consistent Multi-Turn Editing Dohun Lee, Chun-Hao Paul Huang, Xuelin Chen, Jong Chul Ye, Duygu Ceylan, Hyeonho Jeong