UMDeep at SemEval-2017 Task 1: End-to-End Shared Weight LSTM Model for Semantic Textual Similarity. - Joe Barrow; Denis Peskov (SemEval@ACL, 2017)

Unsupervised System Combination for Set-Based Retrieval with Expectation Maximization. - Han-Chin Shing; Joe Barrow; Petra Galuscáková; Douglas W. Oard; Philip Resnik (CLEF, 2019)

Mitigating Noisy Inputs for Question Answering. - Denis Peskov; Joe Barrow; Pedro Rodriguez 001; Graham Neubig; Jordan L. Boyd-Graber (INTERSPEECH, 2019)

A Joint Model for Document Segmentation and Segment Labeling. - Joe Barrow; Rajiv Jain; Vlad I. Morariu; Varun Manjunatha; Douglas W. Oard; Philip Resnik (ACL, 2020)

It Takes Two to Lie: One to Lie, and One to Listen. - Denis Peskov; Benny Cheng; Ahmed Elgohary; Joe Barrow; Cristian Danescu-Niculescu-Mizil; Jordan L. Boyd-Graber (ACL, 2020)

MATERIALizing Cross-Language Information Retrieval: A Snapshot. - Petra Galuscáková; Douglas W. Oard; Joe Barrow; Suraj Nair 001; Han-Chin Shing; Elena Zotkina; Ramy Eskander; Rui Zhang 037 (CLSSTS@LREC, 2020)

Syntopical Graphs for Computational Argumentation Tasks. - Joe Barrow; Rajiv Jain; Nedim Lipka; Franck Dernoncourt; Vlad I. Morariu; Varun Manjunatha; Douglas W. Oard; Philip Resnik; Henning Wachsmuth (ACL/IJCNLP (1), 2021)

Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? - Pedro Rodriguez 001; Joe Barrow; Alexander Miserlis Hoyle; John P. Lalor; Robin Jia; Jordan L. Boyd-Graber (ACL/IJCNLP (1), 2021)

Structural Scaffolding for Sensemaking in Document Collections. - Joe Barrow (2022)

PDFTriage: Question Answering over Long, Structured Documents. - Jon Saad-Falcon; Joe Barrow; Alexa F. Siu; Ani Nenkova; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2023)

AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models. - Sicheng Zhu; Ruiyi Zhang 002; Bang An 001; Gang Wu 013; Joe Barrow; Zichao Wang 001; Furong Huang; Ani Nenkova; Tong Sun 005 (CoRR, 2023)

Chain of Logic: Rule-Based Reasoning with Large Language Models. - Sergio Servantez; Joe Barrow; Kristian J. Hammond; Rajiv Jain (ACL (Findings), 2024)

PDFTriage: Question Answering over Long, Structured Documents. - Jon Saad-Falcon; Joe Barrow; Alexa F. Siu; Ani Nenkova; Seunghyun Yoon 002; Ryan A. Rossi; Franck Dernoncourt (EMNLP (Industry Track), 2024)

Bias and Fairness in Large Language Models: A Survey. - Isabel O. Gallegos; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Sungchul Kim; Franck Dernoncourt; Tong Yu 001; Ruiyi Zhang 002; Nesreen K. Ahmed (Comput. Linguistics, 2024)

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. - Isabel O. Gallegos; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Tong Yu 001; Hanieh Deilamsalehy; Ruiyi Zhang 002; Sungchul Kim; Franck Dernoncourt (CoRR, 2024)

How Much Annotation is Needed to Compare Summarization Models? - Chantal Shaib; Joe Barrow; Alexa F. Siu; Byron C. Wallace; Ani Nenkova (CoRR, 2024)

Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores. - Chantal Shaib; Joe Barrow; Jiuding Sun; Alexa F. Siu; Byron C. Wallace; Ani Nenkova (CoRR, 2024)

A Survey of Small Language Models. - Chien Van Nguyen; Xuan Shen; Ryan Aponte; Yu Xia 007; Samyadeep Basu; Zhengmian Hu; Jian Chen 043; Mihir Parmar; Sasidhar Kunapuli; Joe Barrow; Junda Wu; Ashish Singh; et al. (CoRR, 2024)

Personalized Multimodal Large Language Models: A Survey. - Junda Wu; Hanjia Lyu; Yu Xia 007; Zhehao Zhang 001; Joe Barrow; Ishita Kumar; Mehrnoosh Mirtaheri; Hongjie Chen 003; Ryan A. Rossi; Franck Dernoncourt; Tong Yu 001; Ruiyi Zhang 002; et al. (CoRR, 2024)

From Selection to Generation: A Survey of LLM-based Active Learning. - Yu Xia 007; Subhojyoti Mukherjee; Zhouhang Xie; Junda Wu; Xintong Li 001; Ryan Aponte; Hanjia Lyu; Joe Barrow; Hongjie Chen 003; Franck Dernoncourt; Branislav Kveton; Tong Yu 001; et al. (ACL (1), 2025)

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. - Isabel O. Gallegos; Ryan Aponte; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Tong Yu 001; Hanieh Deilamsalehy; Ruiyi Zhang 002; Sungchul Kim; Franck Dernoncourt; Nedim Lipka; Deonna M. Owens; et al. (NAACL (Short Papers), 2025)

Personalization of Large Language Models: A Survey. - Zhehao Zhang 001; Ryan A. Rossi; Branislav Kveton; Yijia Shao; Diyi Yang; Hamed Zamani; Franck Dernoncourt; Joe Barrow; Tong Yu 001; Sungchul Kim; Ruiyi Zhang 002; Jiuxiang Gu; et al. (Trans. Mach. Learn. Res., 2025)

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. - Mohamed Elmoghany; Ryan A. Rossi; Seunghyun Yoon 002; Subhojyoti Mukherjee; Eslam Mohamed Bakr; Puneet Mathur; Gang Wu 013; Viet Dac Lai; Nedim Lipka; Ruiyi Zhang 002; Varun Manjunatha; Chien Van Nguyen; et al. (CoRR, 2025)