Sotabase

Career

· Assistant Professor, Northeastern University2024–
· Postdoctoral Researcher, Stanford University2023–2024
· Data Scientist, 24/7.ai2018–2020
· PhD in Computer Science, Columbia University2018–2023
· M.A. in Statistics, University of California, Berkeley2015–2016
· B.S. in Mathematics, Renmin University of China2011–2015

Publications (46)

Human-level play in the game of Diplomacy by combining language models with strategic reasoning
Science · 2022
476
cited
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
Annual Meeting of the Association for Computational Linguistics · 2019
330
cited
INSPIRED: Toward Sociable Recommendation Dialog Systems
Conference on Empirical Methods in Natural Language Processing · 2020
182
cited
Concurrent radiotherapy and intrathecal methotrexate for treating leptomeningeal metastasis from solid tumors with adverse prognostic factors: A prospective and single‐arm study
International Journal of Cancer · 2016
103
cited
Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry Strategies
International Conference on Human Factors in Computing Systems · 2020
97
cited
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action
Neural Information Processing Systems · 2024
88
cited
Selective Differential Privacy for Language Modeling
North American Chapter of the Association for Computational Linguistics · 2021
85
cited
Sentiment Adaptive End-to-End Dialog Systems
Annual Meeting of the Association for Computational Linguistics · 2018
82
cited
How to Build User Simulators to Train RL-based Dialog Systems
Conference on Empirical Methods in Natural Language Processing · 2019
70
cited
A Safe Harbor for AI Evaluation and Red Teaming
International Conference on Machine Learning · 2024
61
cited
Leptomeningeal metastasis from solid tumors: clinical features and its diagnostic implication
Scientific Reports · 2018
56
cited
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
Conference on Empirical Methods in Natural Language Processing · 2022
53
cited
End-to-End Trainable Non-Collaborative Dialog System
AAAI Conference on Artificial Intelligence · 2019
47
cited
Unsupervised Dialog Structure Learning
North American Chapter of the Association for Computational Linguistics · 2019
44
cited
Controllable Mixed-Initiative Dialogue Generation through Prompting
Annual Meeting of the Association for Computational Linguistics · 2023
39
cited
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration
Conference on Empirical Methods in Natural Language Processing · 2020
34
cited
Proactive Conversational Agents with Inner Thoughts
International Conference on Human Factors in Computing Systems · 2024
33
cited
Structured Attention for Unsupervised Dialogue Structure Induction
Conference on Empirical Methods in Natural Language Processing · 2020
33
cited
Therapeutic effects of bone marrow-derived mesenchymal stem cells on radiation-induced lung injury.
Oncology Report · 2015
27
cited
Potential targets and treatments affect oxidative stress in gliomas: An overview of molecular mechanisms
Frontiers in Pharmacology · 2022
23
cited
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Weiyan Shi | Researcher Profile | Sotabase | Sotabase