Zilong Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Document Images

Relation Extraction

Traversal Patterns

Top Venues

EMNLP (Findings)

Publications

Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
Answer is All You Need: Instruction-following Text Embedding via Answering the Question. ACL (1) (2024)
Letian Peng, Zilong Wang, Feng Yao, Zihan Wang, Jingbo Shang
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks. CoRR (2024)
Li Zhong, Zilong Wang
Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation. AAAI (2024)
Lily Zhong, Zilong Wang, Jingbo Shang
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step. CoRR (2024)
Zilong Wang, Yuedong Cui, Li Zhong, Zimin Zhang, Da Yin, Bill Yuchen Lin, Jingbo Shang
OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation. CoRR (2024)
Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation. LREC/COLING (2024)
Zilong Wang, Zifeng Wang, Long T. Le, Huaixiu Steven Zheng, Swaroop Mishra, Vincent Perot, Yuwei Zhang, Anush Mattapalli, Ankur Taly, Jingbo Shang, Chen-Yu Lee, Tomas Pfister
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting. CoRR (2024)
Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering. CoRR (2024)
Li Zhong, Zilong Wang, Jingbo Shang
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step. ACL (Findings) (2024)
Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding. ICLR (2024)
Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation. CoRR (2023)
Li Zhong, Zilong Wang
A Study on Robustness and Reliability of Large Language Model Code Generation. CoRR (2023)
Zilong Wang, Jingbo Shang
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path. EMNLP (Findings) (2023)
Zilong Wang, Jingbo Shang
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path. CoRR (2023)
Letian Peng, Zilong Wang, Hang Liu, Zihan Wang, Jingbo Shang
EmojiLM: Modeling the New Emoji Language. CoRR (2023)
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition. CoRR (2022)
Zilong Wang, Jingbo Shang
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework. CoRR (2022)
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition. EMNLP (Findings) (2022)
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. EMNLP (2022)
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. CoRR (2022)
Zilong Wang, Jingbo Shang
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework. ACL (Findings) (2022)
Zilong Wang, Mingjie Zhan, Houxing Ren, Zhaohui Hou, Yuwei Wu, Xingyan Zhang, Ding Liang
GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding. CoRR (2021)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. EMNLP (1) (2021)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
LayoutReader: Pre-training of Text and Layout for Reading Order Detection. CoRR (2021)
Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding. EMNLP (Findings) (2020)
Zilong Wang, Zhaohong Wan, Xiaojun Wan
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis. CoRR (2020)
Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding. CoRR (2020)
Jie Huang, Zilong Wang, Kevin Chang, Wen-Mei Hwu, Jinjun Xiong
Exploring Semantic Capacity of Terms. EMNLP (1) (2020)
Jie Huang, Zilong Wang, Kevin Chen-Chuan Chang, Wen-Mei Hwu, Jinjun Xiong
Exploring Semantic Capacity of Terms. CoRR (2020)
Zilong Wang, Zhaohong Wan, Xiaojun Wan
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis. WWW (2020)
Zilong Wang, Zhaohong Wan, Xiaojun Wan
BAB-QA: A New Neural Model for Emotion Detection in Multi-party Dialogue. PAKDD (1) (2019)