Zilong Wang

49 papers A* 8Journal 27Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining.
CoRR
Sipeng Zhang, Longfei Yun, Zilong Wang, Jingbo Shang, Letian Peng
2025 — conf
Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest.
ACL (1)
Letian Peng, Zilong Wang, Feng Yao, Jingbo Shang
2025 J jnl
Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest.
CoRR
Letian Peng, Zilong Wang, Feng Yao, Jingbo Shang
2025 J jnl
Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions.
CoRR
Wentao Chen, Lizhe Zhang, Li Zhong, Letian Peng, Zilong Wang, Jingbo Shang
2025 J jnl
RRO: LLM Agent Optimization Through Rising Reward Trajectories.
CoRR
Zilong Wang, Jingfeng Yang, Sreyashi Nag, Samarth Varshney, Xianfeng Tang, Haoming Jiang, Jingbo Shang, Sheikh Muhammad Sarwar
2025 A* conf
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.
ICLR
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
2025 — conf
The Price of Format: Diversity Collapse in LLMs.
EMNLP (Findings)
Longfei Yun, Chenyang An, Zilong Wang, Letian Peng, Jingbo Shang
2025 J jnl
The Price of Format: Diversity Collapse in LLMs.
CoRR
Longfei Yun, Chenyang An, Zilong Wang, Letian Peng, Jingbo Shang
2025 J jnl
Training Language Models to Generate Quality Code with Program Analysis Feedback.
CoRR
Feng Yao, Zilong Wang, Liyuan Liu, Junxia Cui, Li Zhong, Xiaohan Fu, Haohui Mai, Vish Krishnan, Jianfeng Gao, Jingbo Shang
2024 — conf
Answer is All You Need: Instruction-following Text Embedding via Answering the Question.
ACL (1)
Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
2024 J jnl
Answer is All You Need: Instruction-following Text Embedding via Answering the Question.
CoRR
Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
2024 A* conf
Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation.
AAAI
Li Zhong, Zilong Wang
2024 A* conf
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.
ICLR
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
2024 J jnl
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.
CoRR
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
2024 — conf
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering.
NAACL (Demonstrations)
Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala
2024 J jnl
DOCMASTER: A Unified Platform for Annotation, Training, & Inference in Document Question-Answering.
CoRR
Alex Nguyen, Zilong Wang, Jingbo Shang, Dheeraj Mekala
2024 — conf
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step by Step.
ACL (Findings)
Li Zhong, Zilong Wang, Jingbo Shang
2024 A* conf
Incubating Text Classifiers Following User Instruction with Nothing but LLM.
EMNLP
Letian Peng, Zilong Wang, Jingbo Shang
2024 J jnl
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step.
CoRR
Lily Zhong, Zilong Wang, Jingbo Shang
2024 — conf
LMDX: Language Model-based Document Information Extraction and Localization.
ACL (Findings)
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
2024 J jnl
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks.
CoRR
Letian Peng, Zilong Wang, Feng Yao, Zihan Wang, Jingbo Shang
2024 J jnl
OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation.
CoRR
Zilong Wang, Yuedong Cui, Li Zhong, Zimin Zhang, Da Yin, Bill Yuchen Lin, Jingbo Shang
2024 J jnl
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.
CoRR
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
2024 A* conf
TableRAG: Million-Token Table Understanding with Language Models.
NeurIPS
Si-An Chen, Lesly Miculicich, Julian Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister
2024 J jnl
TableRAG: Million-Token Table Understanding with Language Models.
CoRR
Si-An Chen, Lesly Miculicich, Julian Martin Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister
2024 — conf
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation.
LREC/COLING
Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang
2023 J jnl
A Study on Robustness and Reliability of Large Language Model Code Generation.
CoRR
Li Zhong, Zilong Wang
2023 J jnl
EmojiLM: Modeling the New Emoji Language.
CoRR
Letian Peng, Zilong Wang, Hang Liu, Zihan Wang, Jingbo Shang
2023 J jnl
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation.
CoRR
Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang
2023 — conf
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path.
EMNLP (Findings)
Zilong Wang, Jingbo Shang
2023 J jnl
Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path.
CoRR
Zilong Wang, Jingbo Shang
2023 A* conf
VRDU: A Benchmark for Visually-rich Document Understanding.
KDD
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
2022 J jnl
A Benchmark for Structured Extractions from Complex Documents.
CoRR
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
2022 — conf
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.
EMNLP (Findings)
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang
2022 J jnl
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.
CoRR
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang
2022 A* conf
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding.
EMNLP
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
2022 J jnl
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding.
CoRR
Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu
2022 — conf
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework.
ACL (Findings)
Zilong Wang, Jingbo Shang
2022 J jnl
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework.
CoRR
Zilong Wang, Jingbo Shang
2021 J jnl
GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding.
CoRR
Zilong Wang, Mingjie Zhan, Houxing Ren, Zhaohui Hou, Yuwei Wu, Xingyan Zhang, Ding Liang
2021 — conf
LayoutReader: Pre-training of Text and Layout for Reading Order Detection.
EMNLP (1)
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
2021 J jnl
LayoutReader: Pre-training of Text and Layout for Reading Order Detection.
CoRR
Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, Furu Wei
2020 — conf
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding.
EMNLP (Findings)
Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang
2020 J jnl
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding.
CoRR
Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang
2020 — conf
Exploring Semantic Capacity of Terms.
EMNLP (1)
Jie Huang, Zilong Wang, Kevin Chang, Wen-Mei Hwu, Jinjun Xiong
2020 J jnl
Exploring Semantic Capacity of Terms.
CoRR
Jie Huang, Zilong Wang, Kevin Chen-Chuan Chang, Wen-Mei Hwu, Jinjun Xiong
2020 A* conf
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis.
WWW
Zilong Wang, Zhaohong Wan, Xiaojun Wan
2020 J jnl
TransModality: An End2End Fusion Method with Transformer for Multimodal Sentiment Analysis.
CoRR
Zilong Wang, Zhaohong Wan, Xiaojun Wan
2019 — conf
BAB-QA: A New Neural Model for Emotion Detection in Multi-party Dialogue.
PAKDD (1)
Zilong Wang, Zhaohong Wan, Xiaojun Wan