Jingbo Shang
University of California, San Diego
H-index: 28
North America-United States
Top articles of Jingbo Shang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Chain-of-table: Evolving tables in the reasoning chain for table understanding | arXiv preprint arXiv:2401.04398 | Zilong Wang Hao Zhang Chun-Liang Li Julian Martin Eisenschlos Vincent Perot | 2024/1/9 |
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks | arXiv preprint arXiv:2404.00457 | Letian Peng Zilong Wang Feng Yao Zihan Wang Jingbo Shang | 2024/3/30 |
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models | arXiv preprint arXiv:2402.10430 | Dheeraj Mekala Alex Nguyen Jingbo Shang | 2024/2/16 |
Learning a Decision Tree Algorithm with Transformers | ???????????? arXiv preprint | Yufan Zhuang Liyuan Liu Chandan Singh Jingbo Shang Jianfeng Gao | 2024/2/6 |
Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning | arXiv preprint arXiv:2403.20046 | Yongqi Tong Dawei Li Sizhe Wang Yujia Wang Fei Teng | 2024/3/29 |
Answer is All You Need: Instruction-following Text Embedding via Answering the Question | arXiv preprint arXiv:2402.09642 | Letian Peng Yuwei Zhang Zilong Wang Jayanth Srinivasa Gaowen Liu | 2024/2/15 |
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step | arXiv preprint arXiv:2402.16906 | Li Zhong Zilong Wang Jingbo Shang | 2024/2/25 |
Incubating Text Classifiers Following User Instruction with Nothing but LLM | arXiv preprint arXiv:2404.10877 | Letian Peng Jingbo Shang | 2024/4/16 |
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision | arXiv preprint arXiv:2402.02658 | Zihan Wang Yunxuan Li Yuexin Wu Liangchen Luo Le Hou | 2024/2/5 |
Large Language Models for Time Series: A Survey | Xiyuan Zhang Ranak Roy Chowdhury Rajesh K Gupta Jingbo Shang | 2024/2/2 | |
Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving | arXiv preprint arXiv:2404.07382 | Chenyang An Zhibo Chen Qihao Ye Emily First Letian Peng | 2024/4/10 |
MEMORYLLM: Towards Self-Updatable Large Language Models | arXiv preprint arXiv:2402.04624 | Yu Wang Xiusi Chen Jingbo Shang Julian McAuley | 2024/2/7 |
MedLM: Exploring Language Models for Medical Question Answering Systems | arXiv preprint arXiv:2401.11389 | Niraj Yagnik Jay Jhaveri Vivek Sharma Gabriel Pila Asma Ben | 2024/1/21 |
READ: Improving Relation Extraction from an ADversarial Perspective | arXiv preprint arXiv:2404.02931 | Dawei Li William Hogan Jingbo Shang | 2024/4/2 |
TOOLVERIFIER: Generalization to New Tools via Self-Verification | arXiv preprint arXiv:2402.14158 | Dheeraj Mekala Jason Weston Jack Lanchantin Roberta Raileanu Maria Lomeli | 2024/2/21 |
Robust and interpretable medical image classifiers via concept bottleneck models | arXiv preprint arXiv:2310.03182 | An Yan Yu Wang Yiwu Zhong Zexue He Petros Karypis | 2023/10/4 |
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification | arXiv preprint arXiv:2301.11459 | Zi Lin Jeremiah Liu Jingbo Shang | 2023/1/26 |
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification | arXiv preprint arXiv:2305.14794 | Chengyu Dong Zihan Wang Jingbo Shang | 2023/5/24 |
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision | arXiv preprint arXiv:2311.02861 | Letian Peng Zihan Wang Jingbo Shang | 2023/11/6 |
Concept2Box: Joint geometric embeddings for learning two-view knowledge graphs | arXiv preprint arXiv:2307.01933 | Zijie Huang Daheng Wang Binxuan Huang Chenwei Zhang Jingbo Shang | 2023/7/4 |
Co-Authors
