Publications
This section contains publications published by ISI over the past several decades.
2024
Txt360: A top-quality llm pre-training dataset requires the perfect blend
Liping Tang, Nikhil Ranjan, Omkar Pangarkar, Xuezhi Liang, Zhen Wang, Li An, Bhaskar Rao, Linghao Jin, Huijuan Wang, Zhoujun Cheng, Suqi Sun, Cun Mu, Victor Miller, Xuezhe Ma, Yue Peng, Zhengzhong Liu, Eric P Xing
2024
A large-scale simulation on large language models for decision-making in political science
Chenxiao Yu, Jinyi Ye, Yuangang Li, Zheng Li, Emilio Ferrara, Xiyang Hu, Yue Zhao
arXiv preprint arXiv:2412.15291, 2024
TEXT2KG-DQMLKG-24 (TEXT2KG 2024 and DQMLKG 2024) 3rd International workshop one knowledge graph generation from text. Data Quality meets Machine Learning and Knowledge Graphs …
Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Maria Angela Pellegrino, Anisa Rula, José Emilio Labra Gayo, Michael Cochez, Mehwish Alam
CEUR-WS. org, 2024
HCC: Small: The Evolution of Language Use in Online Communities
Emilio Ferrara
NSF Award Number 2331722. Directorate for Computer and Information Science …, 2024
The amazon nova family of models: Technical report and model card
Amazon Artificial General Intelligence
2024
Innovation Engineering at Tesla–Agility as a Cultural Practice
Rick Dove, Jim Larkin, Northrop Grumman, Kerry Lunney, Michael Orosz, Mike Yokell, Jennifer Whitby
2024
Exploiting Distant Supervision to Learn Semantic Descriptions of Tables with Overlapping Data
Binh Vu, Craig A Knoblock, Basel Shbita, Fandel Lin
International Semantic Web Conference, 116-134, 2024
An Integrated Approach to Multi-Agent Scheduling with Bounded Objectives
Fandel Lin, Han Zhang, TK Satish Kumar, Craig A Knoblock
Proceedings of the 32nd ACM International Conference on Advances in …, 2024
A Hierarchical Voronoi Approach to Deploying New Charging Stations in an Existing Network
Fandel Lin, Craig A Knoblock, Binh Vu
Proceedings of the 32nd ACM International Conference on Advances in …, 2024
A Hierarchy-Aware Approach to Cross-Region Spatial-Temporal Inference of Unarchived Event in Urban Mobility Infrastructure
Fandel Lin, Hsun-Ping Hsieh
International Conference on Database Systems for Advanced Applications, 214-224, 2024
Constructing a Knowledge Graph of Historical Mining Data
Basel Shbita, Namrata Sharma, Binh Vu, Fandel Lin, Craig A Knoblock
2024
ARN: Analogical Reasoning on Narratives
Zhivar Sourati, Filip Ilievski, Pia Sommerauer, Yifan Jiang
Transactions of the Association for Computational Linguistics 12, 1063-1086, 2024
SemEval-2024 task 9: Brainteaser: A novel task defying common sense
Yifan Jiang, Filip Ilievski, Kaixin Ma
SemEval 2024-NAACL, 2024
TrafPS: A Shapley-based Visual Analytics Approach to Interpret Traffic
Zezheng Feng, Yifan Jiang, Hongjun Wang, Zipei Fan, Yuxin Ma, Shuang-Hua Yang, Huamin Qu, Xuan Song
CVMJ, 2024
Fire: Food image to recipe generation
Prateek Chhikara, Dhiraj Chaurasia, Yifan Jiang, Omkar Masur, Filip Ilievski
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
Aligning Language Models with Demonstrated Feedback
Omar Shaikh, Michelle S Lam, Joey Hejna, Yijia Shao, Hyundong Cho, Michael S Bernstein, Diyi Yang
arXiv preprint arXiv:2406.00888, 2024
DeAL: Decoding-time Alignment for Large Language Models
James Y Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth
ACL, 2024
PyleoTutorials: A gentle introduction to the Pyleoclim package.
Deborah Khider, Julien Emile-Geay, Alexander James, Jordan Landers, Feng Zhu, Pin-Tzu Lee
Zenodo, 2024
Robotic in-space servicing, assembly and manufacturing
David Barnhart, Rudranarayan Mukherjee, Mini Chakravarthini Rai, Nicholas D'Amore, Carl Glen Henshaw
Frontiers in Robotics and AI 11, 1421697, 2024