Bingsheng "Arthur" Yao
- I am on the job market this year looking for tenured-track assistant professor position.
- I am seeking self-motivated research assistants who are interested in working with me on NLP/HCI research projects. Please email (b [dot] yao [at] northeastern [dot] edu) me with your CV, your research interest, and tell me if there’s any of my previous papers you are interested in (and why).
About Me
I am a postdoc associate at Northeastern University (PI: Prof. Dakuo Wang). Before joining Northeastern, I got Ph.D. in Computer Science from Rensselaer Polytechnic Institute (Advisor: Prof. Jim Hendler). My interdisciplinary background in Natural Language Processing (NLP) and Human-Computer Interaction (HCI) enables me to design use-inspired AI systems that responsibly support real-world stakeholders’ collaboration, empowering human-AI collaboration. Specifically, I propose human-centered NLP, a framework comprising three critical pillars: (i) uncovering real-world stakeholders’ collaboration workflow, (ii) developing domain-specific NLP models in low-resource environments, and (iii) designing human-centered systems into stakeholders’ workflow.
Research
I. Uncovering Real-World Stakeholders’ Needs and Challenges
Medical and Healthcare
[In Submission] Challenges and AI Potential for Post-Treatment Cancer Patient-Provider Communication
[CHI ‘23] Human-AI Collaboration in Sepsis Early Diagnosis
Children Education
[CSCW ‘24] Parent’s Need for Children Storytelling
Interdisciplinary Team Collaboration
[In Submission] Interdisciplinary Team Collaboration Using Activity Theory
II. Developing Domain-Specific NLP Models in Low-Resource Environments
Domain-Adaptation Methodologies
[NAACL ‘24] In-Context Sampling for Robust Domain-Adaptive LLMs
[EMNLP ‘23] Active Learning Framework with Human Natural Language Explanations
Medical and Healthcare
[IMWUT ‘24] Mental-LLM: Comprehensive Exploration of Domain-Specific LLM for Mental Health Prediction
Children Education
[EMNLP ‘24] StorySparkQA Dataset for Story-Based Real-World Knowledge
[ACL ‘22] Expert-Annotated FairytaleQA Dataset
[ACL ‘22] QA-Pair Generation Pipeline for Children Reading Comprehension
III. Embedding Human-Centered Systems into Stakeholders’ Workflow
Medical and Healthcare
[IMWUT ‘24] Talk2Care: LLM-Based Voice Assistant for Older Adults-Provider Communication
[In Submission] AI-Based Multi-Modal Remote Patient Monitoring and Risk Prediction for Cancer Treatment-Induced Cardiotoxicity
Children Education
[CHI ‘22] StoryBuddy: Interactive Storytelling Chatbot System
Service
I have served on program committees for various top conferences and journals:
Area Chair
ACL ARR (Since Jun. ‘24)
CHI ‘25, CSCW ‘25
Organizing Committee
CHI ‘24 Special Interest Group - Human-Centered Privacy Research in the Age of Large Language Models
CSCW ‘24 Workshop - Challenges and Opportunities of LLM-Based Synthetic Personae and Data in HCI
Reviewer
Conferences: ACL ARR (Aug. ‘23, Oct. ‘23, Dec. ‘23), EMNLP ‘23, NAACL ‘24, CHI ‘24, IUI ‘24, IMWUT ‘24
Journals: Natural Human Behavior, IJHCI, IJHCS
Note
My apologies for the inconvenience that the publication list and CV on my website are usually not up-to-date – I’m trying, but honestly this is more time consuming than writing grant proposals. Please refer to my Google Scholar for latest update.
The best way to reach out is through emails b [dot] yao [at] northeastern [dot] edu.
News
2024.10 | Our paper StorySparkQA Dataset with Real-World Knowledge for Children Education was accepted to EMNLP 2024 |
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2024.09 | Our paper Secret Use of Large Language Models was accepted to CSCW 2025 |
2024.08 | Our paper Parent’s Needs for Preschoolers’ Storytelling and Reading Activities was accepted to CSCW 2024 |
2024.07 | Our paper Early Sepsis Prediction with Uncertainty Quantification and Active Sensing was accepted to KDD 2024 |
2024.04 | Our paper LLM-based Voice Assistant for Remote Communication between Older Adults and Care Providers was accepted to IMWUT 2024 |
2024.03 | First-authored paper In-Context Sampling Strategy for Reliable LLM Prompting was accepted to NAACL 2024 Findings |
2024.03 | Guest talk at USC titled “Bridging AI Research and Real-world Scenarios”. Thanks Prof. Yao Du for the invitation! |
2024.02 | I am joining Prof. Dakuo Wang’s Human-Centered AI Lab at Northeastern University as a postdoc associate! |
2024.01 | Two of our papers, Human-AI Collaboration in Sepsis Diagnosis and User’s Sensitive Disclosure with LLM were accepted to CHI 2024 |
2024.01 | I passed the Ph.D. dissertation defense. My deepest gratitude to all those who supported and helped me, especially Prof. Jim Hendler and Prof. Dakuo Wang |
2023.12 | Our paper Mental-LLM was accepted to IMWUT 2024 |
2023.10 | Our paper, Discourse Framework for Science Journalism, was accepted to EMNLP 2023, and another first-authored paper, Active Learning Empowered by Natural Language Explanations, was accepted to EMNLP 2023 Findings |
2023.07 | First-authored paper Objective Evaluation of Human Explanations was accepted to ACL 2023 for Oral Presentation |
2022.05 | Two first-authored papers, QA-Pair Generation for Story Books and FairytaleQA Dataset were accepted to ACL 2022 |
2022.04 | Our paper StoryBuddy was accepted to CHI 2022 |
2021.09 | Our paper Narrative Open-Domain QA Techniques was accepted to TACL (2021) 9 |
2020.03 | Our paper Trust in AutoML was accepted to IUI 2020 |
Travels
2024.11.12 | Miami, FL EMNLP 2024 |
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2024.11.09 | San José, Costa Rica CSCW 2024 |
2024.11.07 | Arlington, VA AAAI Fall Symposium |
2024.05.11 | Honolulu, HI CHI 2024 |
2024.03.18 | Boston, MA AMIA Summit |
2024.03.04 | Los Angeles, CA Visit USC |
2024.01.20 | Seattle, WA Visit UW & Meta |