🧑‍🔬 Yujia Bao

🏛️ Affiliations

🏢AccentureZurich · Switzerland2024–2026 · 14 paperscurrent🏢AccentureNew York · United States2024–2026 · 14 paperscurrent🎓Massachusetts Institute of TechnologyCambridge · United States2018–2022 · 12 papers🔬MIT Computer Science and Artificial Intelligence LaboratoryCambridge · United States2018–2022 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. WebDART: Dynamic Decomposition and Re-planning for Complex Web Tasks (2026 · 2 citations)
   LLM-based web agents handle short tasks like opening a page or filling a form. They break down on "chores" that combine long multi-page browsing, collecting many data points and reasoning over constraints. For example, a GPT-4o agent scores 8.0% on WebChoreArena but 46.6% on WebArena. The authors attribute this to…
2. Observations and Remedies for Large Language Model Bias in Self-Consuming Performative Loop (2026)
   LLMs are increasingly trained on text written by earlier models. In deployment, how well a model serves each user group also affects who keeps sending queries. The authors formalize this as the Self-Consuming Performative Loop (SCPL). Each new model generation learns from synthetic responses to prompts, and the group…

All works

10 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Few-shot Text Classification with Distributional Signatures ↗arXiv (Cornell University) · no summary yetYujia Bao et al.2019 · 175 citations
2. Deriving Machine Attention from Human Rationales ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYujia Bao et al.2018 · 130 citations
3. Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes ↗JCO Clinical Cancer Informatics · no summary yetYujia Bao et al.2019 · 62 citations
4. Validation of a Semiautomated Natural Language Processing–Based Procedure for Meta-Analysis of Cancer Susceptibility Gene Penetrance ↗JCO Clinical Cancer Informatics · no summary yetZhengyi Deng et al.2019 · 33 citations
5. Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers ↗arXiv (Cornell University) · no summary yetYujia Bao, Shiyu Chang, Regina Barzilay2021 · 8 citations
6. Sample, estimate, aggregate: A recipe for causal discovery foundation models ↗arXiv (Cornell University) · no summary yetMenghua Wu et al.2024 · 3 citations
7. Learning to Split for Automatic Bias Detection ↗arXiv (Cornell University) · no summary yetYujia Bao, Regina Barzilay2022 · 3 citations
8. WebDART: Dynamic Decomposition and Re-planning for Complex Web TasksFindings of the Association for Computational LinguisticsJingbo Yang, Bairu Hou, Wei Wei, et al.2026 · 2 citations
9. Learning Stable Classifiers by Transferring Unstable Features ↗arXiv (Cornell University) · no summary yetYujia Bao, Shiyu Chang, Regina Barzilay2021 · 2 citations
10. Observations and Remedies for Large Language Model Bias in Self-Consuming Performative LoopAnnual Meeting of the Association for Computational Linguistics (ACL)Yaxuan Wang, Zhongteng Cai, Yujia Bao, et al.2026

🤝 Co-authors here

5 co-authors with a page, the most papers together first.

• Bairu Hou
• Shiyu Chang
• Wei Wei
• Xueru Zhang
• Yang Liu

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• JCO Clinical Cancer Informatics ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

🔗 Cited by

Papers of our library cite their works 117 times (of the 149,439 papers whose bibliographies we read); 10 citing papers with a page here →.

Updated 1 November 2026

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