Zilong Wang

According to our database, Zilong Wang authored at least 25 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation.

Zilong Wang, Yuedong Cui, Li Zhong, Zimin Zhang, Da Yin, Bill Yuchen Lin, Jingbo Shang

CoRR, 2024

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.

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

CoRR, 2024

MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks.

Letian Peng, Zilong Wang, Feng Yao, Zihan Wang, Jingbo Shang

CoRR, 2024

LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step.

Lily Zhong, Zilong Wang, Jingbo Shang

CoRR, 2024

TableRAG: Million-Token Table Understanding with Language Models.

Si-An Chen, Lesly Miculicich, Julian Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering.

Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Incubating Text Classifiers Following User Instruction with Nothing but LLM.

Letian Peng, Zilong Wang, Jingbo Shang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation.

Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step.

Li Zhong, Zilong Wang, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

LMDX: Language Model-based Document Information Extraction and Localization.

Vincent Perot, Kai Kang, Florian Luisier, Guolong Su, Xiaoyu Sun, Ramya Sree Boppana, Zilong Wang, Zifeng Wang, Jiaqi Mu, Hao Zhang, Chen-Yu Lee, Nan Hua

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Answer is All You Need: Instruction-following Text Embedding via Answering the Question.

Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation.

Li Zhong, Zilong Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

EmojiLM: Modeling the New Emoji Language.

Letian Peng, Zilong Wang, Hang Liu, Zihan Wang, Jingbo Shang

CoRR, 2023

A Study on Robustness and Reliability of Large Language Model Code Generation.

Li Zhong, Zilong Wang

CoRR, 2023

Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path.

Zilong Wang, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding.

Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.

Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework.

Zilong Wang, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding.

Zilong Wang, Mingjie Zhan, Houxing Ren, Zhaohui Hou, Yuwei Wu, Xingyan Zhang, Ding Liang

CoRR, 2021

LayoutReader: Pre-training of Text and Layout for Reading Order Detection.

Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis.

Zilong Wang, Zhaohong Wan, Xiaojun Wan

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding.

Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Exploring Semantic Capacity of Terms.

Jie Huang, Zilong Wang, Kevin Chang, Wen-Mei Hwu, Jinjun Xiong

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

BAB-QA: A New Neural Model for Emotion Detection in Multi-party Dialogue.

Zilong Wang, Zhaohong Wan, Xiaojun Wan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019