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Claudia Shi

Claudia Shi has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Interpretability; often with Amir Feder, David M. Blei, Nino Scherrer.

2 papers in our library · 2023–2026

OpenAlex · h-index 4 · 13 works · 89 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 136 times in our library · 8 more in our library without a page yet · ⭐ Paper Stars ranking: #7445

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Columbia UniversityNew York · United States2019–2026 · 9 paperscurrent

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.

📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSocial Sciences · 2 worksCognitive Neuroscience · 1 workNeuroscience · 1 workSafety Research · 1 workGeneral Social Sciences · 1 work

🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workInterpretability · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Topic modeling · 1 work

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Evaluating the Moral Beliefs Encoded in LLMs (2023 · 129 citations)
    The paper examines which moral preferences large language models reveal when treated as survey respondents. It also addresses two practical obstacles: models emit token strings rather than discrete choices, and their answers shift with prompt wording.
  2. Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders (2026)
    Classic topic models such as LDA work on word counts, and most neural variants still present topics as ranked word lists.

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. Evaluating the Moral Beliefs Encoded in LLMsConference on Neural Information Processing Systems (NeurIPS)Nino Scherrer, Claudia Shi, Amir Feder, et al.2023 · 129 citations
  2. Adapting Neural Networks for the Estimation of Treatment Effects ↗arXiv (Cornell University) · no summary yetClaudia Shi, David M. Blei, Victor Veitch2019 · 62 citations
  3. Conformal Sensitivity Analysis for Individual Treatment Effects ↗Journal of the American Statistical Association · no summary yetMingzhang Yin et al.2022 · 17 citations
  4. Invariant Representation Learning for Treatment Effect Estimation ↗arXiv (Cornell University) · no summary yetClaudia Shi, Victor Veitch, David M. Blei2020 · 16 citations
  5. Hypothesis Testing the Circuit Hypothesis in LLMs ↗neural information processing systems · no summary yetClaudia Shi et al.2024 · 10 citations
  6. Data Augmentations for Improved (Large) Language Model Generalization ↗neural information processing systems · no summary yetAmir Feder et al.2023 · 8 citations
  7. An Invariant Learning Characterization of Controlled Text Generation ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetCarolina Zheng et al.2023 · 7 citations
  8. On the Assumptions of Synthetic Control Methods ↗RePEc: Research Papers in Economics · no summary yetClaudia Shi et al.2021 · 2 citations
  9. Model Directions, Not Words: Mechanistic Topic Models Using Sparse AutoencodersTransactions of the Association for Computational Linguistics (TACL)Carolina Zheng, Nicolas Beltran-Velez, Sweta Karlekar, et al.2026
  10. On the Misspecification of Linear Assumptions in Synthetic Control ↗RePEc: Research Papers in Economics · no summary yetAchille Nazaret, Claudia Shi, David M. Blei2023

 Co-authors here

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

Venues

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

 Cited by

Papers of our library cite their works 136 times (of the 149,439 papers whose bibliographies we read); 33 citing papers with a page here →.

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