Publications
This section contains publications published by ISI over the past several decades.
2023
Plasma: Making small language models better procedural knowledge models for (counterfactual) planning
Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D Hwang, Xiang Lorraine Li, Hirona J Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi
arXiv preprint arXiv:2305.19472, 2023
Grill: Grounded vision-language pre-training via aligning text and image regions
Woojeong Jin, Subhabrata Mukherjee, Yu Cheng, Yelong Shen, Weizhu Chen, Ahmed Hassan Awadallah, Damien Jose, Xiang Ren
arXiv preprint arXiv:2305.14676, 2023
How predictable are large language model capabilities? a case study on big-bench
Qinyuan Ye, Harvey Yiyun Fu, Xiang Ren, Robin Jia
arXiv preprint arXiv:2305.14947, 2023
Inference-time policy adapters (ipa): Tailoring extreme-scale lms without fine-tuning
Ximing Lu, Faeze Brahman, Peter West, Jaehun Jang, Khyathi Chandu, Abhilasha Ravichander, Lianhui Qin, Prithviraj Ammanabrolu, Liwei Jiang, Sahana Ramnath, Nouha Dziri, Jillian Fisher, Bill Yuchen Lin, Skyler Hallinan, Xiang Ren, Sean Welleck, Yejin Choi
arXiv preprint arXiv:2305.15065, 2023
Spatial heterogeneity of socio-economic determinants of typhoid/paratyphoid fever in one province in central China from 2015 to 2019
Xiang Ren, Siyu Zhang, Piaoyi Luo, Jin Zhao, Wentao Kuang, Han Ni, Nan Zhou, Haoyun Dai, Xiuqin Hong, Xuewen Yang, Wenting Zha, Yuan Lv
BMC Public Health 23 (1), 927, 2023
Are machine rationales (not) useful to humans? measuring and improving human utility of free-text rationales
Brihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong, Shaoliang Nie, Qifan Wang, Yejin Choi, Xiang Ren
arXiv preprint arXiv:2305.07095, 2023
Scott: Self-consistent chain-of-thought distillation
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
arXiv preprint arXiv:2305.01879, 2023
Large‐Scale Cardiac Muscle Cell‐Based Coupled Oscillator Network for Vertex Coloring Problem
Jiaying Ji, Xiang Ren, Jorge Gomez, Mohammad Khairul Bashar, Nikhil Shukla, Suman Datta, Pinar Zorlutuna
Advanced Intelligent Systems 5 (5), 2200356, 2023
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
Bill Yuchen Lin, Yicheng Fu, Karina Yang, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Prithviraj Ammanabrolu, Yejin Choi, Xiang Ren
arXiv e-prints, arXiv: 2305.17390, 2023
Estimating Large Language Model Capabilities without Labeled Test Data
Harvey Yiyun Fu, Qinyuan Ye, Albert Xu, Xiang Ren, Robin Jia
arXiv e-prints, arXiv: 2305.14802, 2023
Exploring distributional shifts in large language models for code analysis
Shushan Arakelyan, Rocktim Jyoti Das, Yi Mao, Xiang Ren
arXiv preprint arXiv:2303.09128, 2023
Hybrid forecasting of geopolitical events†
Daniel M Benjamin, Fred Morstatter, Ali E Abbas, Andres Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger, Saurabh Birari, David V Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, KSM Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec, Akira Matsui, Mehrnoosh Mirtaheri, Xiang Ren, Gleb Satyukov, Rajiv Sethi, Amandeep Singh, Rok Sosic, Mark Steyvers, Pedro A Szekely, Michael D Ward, Aram Galstyan
AI Magazine 44 (1), 112-128, 2023
Knowledge-augmented methods for natural language processing
Chenguang Zhu, Yichong Xu, Xiang Ren, Bill Yuchen Lin, Meng Jiang, Wenhao Yu
Proceedings of the sixteenth ACM international conference on web search and …, 2023
New geochronological and provenance constraints on the Late Mesozoic sedimentary formations in the western Shandong Province and Tanlu fault zone, China
Yuanku Meng, Haoqi Yuan, Qingling Wang, Fanxue Meng, Xiang Ren
Frontiers in Earth Science 10, 995848, 2023
Impact of extreme weather events on circulatory system disease mortality in Changsha city: 2015–2019
Wentao KUANG, Jin ZHAO, Han NI, Piaoyi LUO, Haoyun DAI, Xiang REN, Shanghui YI, Xiuqin HONG, Wenting ZHA, Yuan LÜ
Chinese Journal of Public Health 39 (7), 896-901, 2023
Curriculum learning for data-efficient vision-language alignment
Tejas Srinivasan, Xiang Ren, Jesse Thomason
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
Knife: Distilling meta-reasoning knowledge with free-text rationales
Aaron Chan, Zhiyuan Zeng, Wyatt Lake, Brihi Joshi, Hanjie Chen, Xiang Ren
ICLR 2023 Workshop on Pitfalls of limited data and computation for …, 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
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