Publications
This section contains publications published by ISI over the past several decades.
2023
Massively multi-lingual event understanding: Extraction, visualization, and search
Chris Jenkins, Shantanu Agarwal, Joel Barry, Steven Fincke, Elizabeth Boschee
arXiv preprint arXiv:2305.10561, 2023
Impact of subword pooling strategy on cross-lingual event detection
Shantanu Agarwal, Steven Fincke, Chris Jenkins, Scott Miller, Elizabeth Boschee
arXiv preprint arXiv:2302.11365, 2023
ISI's SEARCHER II System for TREC's 2023 NeuCLIR Track
Scott Miller, Shantanu Agarwal, Joel Barry
Proceedings of The Sixteenth Text REtrieval Conference Proceedings (TREC …, 2023
Detection of laser light scattered from aerosols in a bright background using a balanced coherent receiver
Helena Belzer, Andrew Rittenbach, Jonathan L Habif
Optics Continuum 2 (4), 751-757, 2023
Unraveling latch locking using machine learning, boolean analysis, and ilp
Dake Chen, Xuan Zhou, Yinghua Hu, Yuke Zhang, Kaixin Yang, Andrew Rittenbach, Pierluigi Nuzzo, Peter A Beerel
2023 24th International Symposium on Quality Electronic Design (ISQED), 1-8, 2023
Detecting Semantic Errors in Tables using Textual Evidence
Minh Pham, Craig A Knoblock, Muhao Chen
2023 IEEE International Conference on Big Data (BigData), 292-303, 2023
GeoAI for the digitization of historical maps
Yao-Yi Chiang, Muhao Chen, Weiwei Duan, Jina Kim, Craig A Knoblock, Stefan Leyk, Zekun Li, Yijun Lin, Min Namgung, Basel Shbita, Johannes H Uhl
Handbook of Geospatial Artificial Intelligence, 217-247, 2023
Building spatio-temporal knowledge graphs from vectorized topographic historical maps
Basel Shbita, Craig A Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H Uhl, Stefan Leyk
Semantic Web 14 (3), 527-549, 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations
James Y Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
EMNLP 2023 Outstanding Paper Award, 2023
Online Networks of Support in Distressed Environments: Solidarity and Mobilization during the Russian Invasion of Ukraine
Jinyi Ye, Nikhil Jindal, Francesco Pierri, Luca Luceri
ICWSM’23 Companion Proceedings, 2023
Using Science To Guide Social Media Regulation
Silvia Giordano, Filippo Menczer, Natascha Just, Florian Saurwein, John Bryden, Luca Luceri
Tech Policy Press, 2023
Multimodal and Explainable Internet Meme Classification
Abhinav Kumar Thakur, Filip Ilievski, Hông-Ân Sandlin, Alain Mermoud, Zhivar Sourati, Luca Luceri, Riccardo Tommasini
AAAI Workshop on Artificial Intelligence for Social Good, 2023
Improved Conflict-Based Search for the Virtual Network Embedding Problem
Yi Zheng, Srivatsan Ravi, Erik Kline, Lincoln Thurlow, Sven Koenig, T. K. Satish Kumar
The 32nd International Conference on Computer Communications and Networks …, 2023
P3V: Privacy-Preserving Path Validation System for Multi-Authority Sliced Networks
Weizhao Jin, Erik Kline, TK Satish Kumar, Lincoln Thurlow, Srivatsan Ravi
Cryptology ePrint Archive, 2023
Preparing Seismic Applications for Exascale Using Scientific Workflows
Scott Callaghan, Philip Maechling, Karan Vahi, Ewa Deelman, Fabio Silva, Kevin Milner, Kim Olsen, Robert Graves, Thomas Jordan, Yehuda Ben-Zion
GC11-solidearth, 2023
LLM-driven instruction following: Progresses and concerns
Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren, Hinrich Schütze
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
In search of the long-tail: systematic generation of long-tail knowledge via logical rule guided search
Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Faeze Brahman, Wenting Zhao, Yejin Choi, Xiang Ren
arXiv preprint arXiv:2311.07237, 2023
Tailoring self-rationalizers with multi-reward distillation
Sahana Ramnath, Brihi Joshi, Skyler Hallinan, Ximing Lu, Liunian Harold Li, Aaron Chan, Jack Hessel, Yejin Choi, Xiang Ren
arXiv preprint arXiv:2311.02805, 2023
Bootstrap your own skills: Learning to solve new tasks with large language model guidance
Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J Lim
arXiv preprint arXiv:2310.10021, 2023