Dianqing Lin

About

Hi, I’m Dianqing Lin 🙋! My research interests lie in Natural Language Processing, with a current focus on AI for AI and AI agents. Previously, I worked on large language models, multilingual and multicultural NLP, and machine translation. I’m always excited to collaborate on research and open-source projects. If you’d like to collaborate or explore interesting ideas together, feel free to reach out!

News

• Jul. 2026 – 🎉 Two papers accepted at IMLIP 2026.
• Apr. 2026 – 🎉 Two papers accepted at ACL 2026 (1 Main Conference, 1 Findings).
• Aug. 2025 – 🎉 One paper accepted at EMNLP 2025 and one accepted by Data Intelligence.

Education

• Sep. 2026 – present, PhD Student, Tianjin University, Advisor: Prof. Deyi Xiong
• Sep. 2023 – Jul. 2026, M.Sc., Inner Mongolia University, Advisor: Prof. Hongxu Hou
• Sep. 2019 – Jul. 2023, B.S., Inner Mongolia Agricultural University

Selected Publications

• Exploring the Capability Boundaries of LLMs in Mastering Chinese Chouxiang Language
  Dianqing Lin*, Tian Lan*, Jiali Zhu* (Equal Contribution), Jiang Li, Wei Chen, Xu Liu, Aruukhan, Xiangdong Su, Hongxu Hou†, Guanglai Gao
  Findings of ACL 2026 PDF
  
• Can Large Language Models Translate Unseen Languages in Underrepresented Scripts?
  Dianqing Lin, Aruukhan, Hongxu Hou†, Shuo Sun, Wei Chen, Yichen Yang, Guodong Shi
  EMNLP 2025 PDF
  
• A Dictionary-Enhanced In-Context Learning Approach for Cyrillic Mongolian and Traditional Mongolian Bidirectional Conversion with LLMs
  Aruukhan*, Dianqing Lin* (Equal Contribution), Feilong Bao†, Hui Zhang
  IMLIP 2025, Accepted for publication in Data Intelligence (in press).
  
• SongCiMT: Benchmarking Constrained Text Generation at Extreme Boundary Conditions through Poetry Transcreation
  Kaining Zhang, Dianqing Lin, Wei Chen, Jiali Zhu, Tian Lan, Hongxu Hou†
  IMLIP 2026
  
• SPAR-Hate: Auditor-Guided Multi-Perspective Role Reasoning for Bilingual Hate Speech Parsing
  Yifan Lyu, Dianqing Lin, Xinran Li, Jiaqi Qiao, Xiujuan Xu†
  arXiv:2608.22018 PDF
  
• Parallel Data Generation for Mongolian Homoglyph Spelling Correction Using Linguistic Knowledge and Statistical Features
  Aruukhan, Feilong Bao†, Zhenqi Jia, Dianqing Lin, Hui Zhang, Guanglai Gao
  IMLIP 2026, Oral 🏆 Best Paper Award (2/163)
• Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry
  Jiang Li, Tian Lan, Shanshan Wang, Dongxing Zhang, Dianqing Lin, Guanglai Gao, Derek F. Wong, Xiangdong Su†
  ACL 2026 PDF
  

Internship Experience

• Jun. 2026 – Sep. 2026, Machine Learning Intern (AI Agents), Li Auto Inc., Beijing
  • Contributed to the DeepPlan in Livis for the Chinese market, focusing on multi-step planning and tool use to support deep research.
    Mentor: Qingyun Yang; Team Lead: Yuancai Dong
• Mar. 2025 – Mar. 2026, Machine Learning Intern (Large Language Models), Li Auto Inc., Beijing
  • Contributed to the English version of Livis, focusing on function calling to support natural language understanding and applying my research background in multilingual and multicultural NLP to real-world product development.
    Mentor: Qingyun Yang; Team Lead: Yuancai Dong
  • Contributed to the CUA system in Livis for the Chinese market, focusing on slot filling to support natural language understanding.
    Mentors: Yabo Chen, Wei Xue; Team Lead: Yuancai Dong

Academic Service

• Conference Reviewer: ARR 2026, ICLR 2027
• Journal Reviewer: TALLIP
• Workshop Reviewer: MRL 2026

Other Experience

Before I began my research journey, I worked in education, hospitality, and e-commerce. These experiences shaped how I think about technology: building useful products takes more than technical sophistication—it also requires understanding people’s needs, thoughtful product design, and effective sales and communication.

• Summer Breaks, 2020–2024, Education Industry · Intern → Education Consultant → Team Lead
  • Worked in education during five consecutive summer breaks, growing from an intern to coordinating around 20 people within a team of over 40. Working closely with the two founders, I helped with recruitment, onboarding, and task allocation, learning a great deal about communication and teamwork along the way.
• Winter and Summer Breaks, 2016–2018, Waiter
  • Worked as a waiter during high school breaks, mostly to spend time with classmates and earn some extra money. 🤣 Along the way, I learned to listen to customers and pay attention to the small details that make good service.
• 2013–2015; 2017–2018, Early Business Ventures
  • From 2013 to 2015, I ran a small Taobao store at the start of middle school, getting my first taste of e-commerce and the excitement of earning my own money. In 2017–2018, I tried selling a different product category through social media, though this time I ended up losing money. I sometimes wonder where these ventures might have led had I kept going—but I’m happy that my path eventually brought me to NLP, LLMs, and AI agents. 🙂

Beyond Academics

Outside of research, I’m passionate about music, especially hip-hop and R&B. Recently, I’ve been learning to use a MIDI keyboard and Logic Pro to arrange and produce my own music.

Contact

Email: lindian7ing@163.com, lindianqing@tju.edu.cn
Google Scholar: Click