--- title: "Chandan Singh · Microsoft — author profile and papers" description: "Chandan Singh, Microsoft: 2 papers on Elamur Research (2023–2024), h-index 15 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/chandan-singh/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/chandan-singh/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Chandan Singh # Chandan Singh Chandan Singh has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/), [Interpretability](https://md.research.elamur.ai/free/en/topics/interpretability/); often with [Jianfeng Gao](https://md.research.elamur.ai/free/en/authors/jianfeng-gao/), [Michel Galley](https://md.research.elamur.ai/free/en/authors/michel-galley/), [Hao Cheng](https://md.research.elamur.ai/free/en/authors/hao-cheng/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5017514239) · [ORCID](https://orcid.org/0000-0003-0318-2340) · [**h-index 15**](https://openalex.org/authors/A5017514239) · [137 works](https://openalex.org/works?filter=author.id:A5017514239) · [3,465 citations](https://openalex.org/works?filter=author.id:A5017514239&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/chandan-singh/#papers) · [🔗 Cited 1,368 times in our library](https://md.research.elamur.ai/free/en/authors/chandan-singh/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6329](https://md.research.elamur.ai/free/en/paper-stars/page/64/#star-6329) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Chandan+Singh) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Chandan+Singh) · [dblp](https://dblp.org/search?q=Chandan+Singh) · [ACL Anthology](https://aclanthology.org/search/?q=Chandan+Singh) ## Affiliations [🏢**Microsoft** Redmond · United States 2022–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Punjabi University** Patiāla · India 2002–2025 · 35 papers](https://ror.org/00xdn8y92) · [🎓**University of California, Berkeley** Berkeley · United States 2018–2023 · 12 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) · [🎓**Dr. Sarvepalli Radhakrishnan Rajasthan Ayurved University** Jodhpur · India 2021–2023 · 6 papers](https://ror.org/053yxat32) · [🎓**Babasaheb Bhimrao Ambedkar University** Lucknow · India 2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/babasaheb-bhimrao-ambedkar-university/) · [🎓**Cornell University** Ithaca · United States 2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/cornell-university/) · [🎓**Harvard University** Cambridge · United States 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**SRM Institute of Science and Technology** Chennai · India 2022–2023 · 2 papers](https://ror.org/050113w36) · [🎓**University of Virginia** Charlottesville · United States 2017–2018 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-virginia/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 10 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 3 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Interpretability · 1 work](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/chandan-singh/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/chandan-singh/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Rethinking Interpretability in the Era of Large Language Models](https://md.research.elamur.ai/free/en/papers/singh-2024-rethinking-interpretability-era-large-language/)** *(2024 · 87 citations)* This position paper from Microsoft Research asks how interpretable machine learning should evolve now that large language models can describe patterns in plain language. 2. **[Self-Verification Improves Few-Shot Clinical Information Extraction](https://md.research.elamur.ai/free/en/papers/gero-2023-self-verification-improves-few-shot/)** *(2023 · 51 citations)* Clinical information extraction often lacks labeled training data. Few-shot prompting of LLMs can stand in for supervised training, but its outputs are still error-prone and hard to inspect, which matters in a safety-critical field like medicine. The authors propose self-verification (SV), a four-call chain in which… ## All works 7 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. [**Rethinking Interpretability in the Era of Large Language Models arXiv:2402.01761**Chandan Singh, Jeevana Priya Inala, Michel Galley, et al.*2024 · 87 citations*](https://md.research.elamur.ai/free/en/papers/singh-2024-rethinking-interpretability-era-large-language/) 2. [**Self-Verification Improves Few-Shot Clinical Information Extraction arXiv:2306.00024 · IMLH 2023**Zelalem Gero, Chandan Singh, Hao Cheng, et al.*2023 · 51 citations*](https://md.research.elamur.ai/free/en/papers/gero-2023-self-verification-improves-few-shot/) 3. **[OMNIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities ↗](https://arxiv.org/abs/2505.23856) arXiv (Cornell University) · no summary yet**Verma, Sahil et al.*2025 · 4 citations* 4. **[Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries ↗](https://arxiv.org/abs/2403.01002) arXiv (Cornell University) · no summary yet**Zelalem Gero et al.*2024 · 4 citations* 5. **[MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities ↗](https://aclanthology.org/2025.emnlp-main.819/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sahil Verma et al.*2025 · 3 citations* 6. **[Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering ↗](https://arxiv.org/abs/2409.10790) arXiv (Cornell University) · no summary yet**Qingru Zhang et al.*2024 · 3 citations* 7. **[Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models ↗](https://arxiv.org/abs/2609.12277) arXiv (Cornell University) · no summary yet**Yuxin Xiao et al.*2026* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Jianfeng Gao](https://md.research.elamur.ai/free/en/authors/jianfeng-gao/) ×2 - [Michel Galley](https://md.research.elamur.ai/free/en/authors/michel-galley/) ×2 - [Hao Cheng](https://md.research.elamur.ai/free/en/authors/hao-cheng/) - [Hoifung Poon](https://md.research.elamur.ai/free/en/authors/hoifung-poon/) - [Tristan Naumann](https://md.research.elamur.ai/free/en/authors/tristan-naumann/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Northern European Journal of Language Technology](https://md.research.elamur.ai/free/en/venues/northern-european-journal-of-language-technology/) - Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 1,368 times (of the 149,439 papers whose bibliographies we read); [322 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/chandan-singh/cited-by/). Updated 30 October 2026