Linyong Nan

Researcher, Zoom Communications

Joined

April 2022

Names

Linyong Nan (Preferred)

Emails

****@yale.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Zoom Communications (zoom.us)

2024 – Present

PhD student

Computer Science, Yale University (yale.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Arman Cohan

2023 – 2024

PhD Advisor

Dragomir Radev

2020 – 2023

Expertise

Natural Language Generation

Present

Data-to-Text

Present

Semantic Parsing

Present

Retrieval-Augmented Generation

Present

LLM Agent

Present

Publications

Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies
Linyong Nan, Yilun Zhao, Weijin Zou, Narutatsu Ri, Jaesung Tae, Ellen Zhang, Arman Cohan, Dragomir Radev
- EMNLP 2023 Findings
- Readers: Everyone
QTSumm: Query-Focused Summarization over Tabular Data
Yilun Zhao, Zhenting Qi, Linyong Nan, Boyu Mi, Yixin Liu, Weijin Zou, SIMENG HAN, RUIZHE CHEN, Xiangru Tang, Yumo Xu, Dragomir Radev, Arman Cohan
- EMNLP 2023 Main
- Readers: Everyone
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control
Yilun Zhao, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev
- 2023 (modified: 03 Apr 2023)
- CoRR 2023
- Readers: Everyone
QTSumm: A New Benchmark for Query-Focused Table Summarization
Yilun Zhao, Zhenting Qi, Linyong Nan, Boyu Mi, Yixin Liu, Weijin Zou, Simeng Han, Xiangru Tang, Yumo Xu, Arman Cohan, Dragomir Radev
- Published: 01 Jan 2023, Last Modified: 17 Jun 2023
- CoRR 2023
- Readers: Everyone
Large Language Models are Effective Table-to-Text Generators, Evaluators, and Feedback Providers
Yilun Zhao, Haowei Zhang, Shengyun Si, Linyong Nan, Xiangru Tang, Arman Cohan
- Published: 01 Jan 2023, Last Modified: 17 Jun 2023
- CoRR 2023
- Readers: Everyone
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies
Linyong Nan, Yilun Zhao, Weijin Zou, Narutatsu Ri, Jaesung Tae, Ellen Zhang, Arman Cohan, Dragomir Radev
- Published: 01 Jan 2023, Last Modified: 17 Jun 2023
- CoRR 2023
- Readers: Everyone
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control
Yilun Zhao, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- EACL 2023
- Readers: Everyone
OpenRT: An Open-source Framework for Reasoning Over Tabular Data
Yilun Zhao, Boyu Mi, Zhenting Qi, Linyong Nan, Minghao Guo, Arman Cohan, Dragomir Radev
- Published: 01 Jan 2023, Last Modified: 25 Dec 2023
- ACL (demo) 2023
- Readers: Everyone
QTSumm: Query-Focused Summarization over Tabular Data
Yilun Zhao, Zhenting Qi, Linyong Nan, Boyu Mi, Yixin Liu, Weijin Zou, Simeng Han, Ruizhe Chen, Xiangru Tang, Yumo Xu, Dragomir Radev, Arman Cohan
- Published: 01 Jan 2023, Last Modified: 25 Dec 2023
- EMNLP 2023
- Readers: Everyone
Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies
Linyong Nan, Yilun Zhao, Weijin Zou, Narutatsu Ri, Jaesung Tae, Ellen Zhang, Arman Cohan, Dragomir Radev
- Published: 01 Jan 2023, Last Modified: 25 Dec 2023
- EMNLP (Findings) 2023
- Readers: Everyone

View all 32 publications

Co-Authors

View all 117 co-authors