Bangzheng Li

FAMICOM: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation

Bangzheng Li, Bangzheng Li, Ben Zhou, Xingyu Fu, Fei Wang, Dan Roth, Muhao Chen

Arxiv 2024 June

BLINK: Multimodal Large Language Models Can See but Not Perceive

Xingyu Fu*, Yushi Hu*, Bangzheng Li, Yu Feng, Haoyu Wang, Xudong Lin, Dan Roth, Noah A. Smith, Wei-Chiu Ma†, Ranjay Krishna†

ECCV 2024, Spotlight of cVinW@CVPR 2024, 36K total downloads.

[paper] [website] [code] [dataset] [eval] [twitter] [ Paper of the day]

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen

NAACL. 2024.

[paper] [website] [code] [dataset]

Affective and Dynamic Beam Search for Story Generation

Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi

EMNLP. 2023.

[paper] [code]

Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference

Bangzheng Li,Wenpeng Yin, Muhao Chen

TACL. 2022.

[paper] [code]

Unified semantic typing with meaningful label inference

James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen

NAACL. 2022.

[paper] [code]

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing

Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen

EMNLP. 2022.

[paper]

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation

Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Ranran Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ELsayed, Martha Palmer, Clare Voss, Cynthia Schneider, Boyan Onyshkevych

NAACL. 2021, Best Demo Paper

[paper] [website]

Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization

Carl Yang, Jieyu Zhang, Haonan Wang, Bangzheng Li, Jiawei Han

SIGIR. 2020.

[paper]

Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision

Xuan Wang, Xiangchen Song, Bangzheng Li, Yingjun Guan, Jiawei Han

ISMB. 2020.

[paper]

Fine-Grained Named Entity Recognized Dataset of COVID-19 Literature

Xuan Wang, Xiangchen Song, Bangzheng Li, Kang Zhou, Qi Li, Jiawei Han

BIBM. 2020.

[paper]

Bangzheng Li

📑 Research Projects

FAMICOM: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation

BLINK: Multimodal Large Language Models Can See but Not Perceive

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

Affective and Dynamic Beam Search for Story Generation

Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference

Unified semantic typing with meaningful label inference

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation

Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization

Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision

Fine-Grained Named Entity Recognized Dataset of COVID-19 Literature

💼 Work Experience