Publications

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document

Joonho Yang, David Seunghyun Yoon, ByeongJeong Kim, Hwanhee Lee

AI & Machine Learning Document Intelligence Natural Language Processing

PDFTriage: Question Answering over Long, Structured Documents

Jon Saad-Falcon, Joe Barrow, Alexa Siu, Ani Nenkova, David Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning

Hieu Man, Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen

HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims

Yejun Yoon, Jaeyoon Jung, David Seunghyun Yoon, Kunwoo Park

Won 2nd place at the main challenge

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution

Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan

Matsa: Multi-agent table structure attribution

Puneet Mathur, Alexa Siu, Nedim Lipka, Tong Sun

Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach

Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout

Yue Jiang, Christof Lutteroth, Rajiv Jain, Chris Tensmeyer, Varun Manjunatha, Wolfgang Stuerzlinger, Vlad Morariu

KaPQA: Knowledge-Augmented Product Question-Answering

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt

Multi-hop Database Reasoning with Virtual Knowledge Graph

Juhee Son, Yeon Seonwoo, Alice Oh, James Thorne, David Seunghyun Yoon

AI & Machine Learning Document Intelligence Natural Language Processing