--- title: "Somanshu Singla — author profile and papers in our library" description: "Somanshu Singla: 2 papers on Elamur Research (2025–2026) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/somanshu-singla/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/somanshu-singla/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Somanshu Singla # Somanshu Singla Somanshu Singla has 2 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Andrew Hojel](https://md.research.elamur.ai/free/en/authors/andrew-hojel/), [Ashish Vaswani](https://md.research.elamur.ai/free/en/authors/ashish-vaswani/), [Eric P. Xing](https://md.research.elamur.ai/free/en/authors/eric-p-xing/). 2 papers in our library · 2025–2026 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/somanshu-singla/#papers) · [🔗 Cited 16 times in our library](https://md.research.elamur.ai/free/en/authors/somanshu-singla/cited-by/) · [⭐ Paper Stars ranking: #10614](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10614) 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=Somanshu+Singla) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Somanshu+Singla) · [dblp](https://dblp.org/search?q=Somanshu+Singla) · [ACL Anthology](https://aclanthology.org/search/?q=Somanshu+Singla) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/somanshu-singla/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/somanshu-singla/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Rethinking Reflection in Pre-Training](https://md.research.elamur.ai/free/en/papers/shah-2025-rethinking-reflection-pre-training/)** *(2025 · 15 citations)* Reasoning models are often said to acquire reflection, meaning the ability to notice and repair flaws in a line of reasoning, through reinforcement learning. 2. **[Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models](https://md.research.elamur.ai/free/en/papers/yin-2026-decentralized-arena-democratic-scalable-automatic/)** *(2026 · 1 citation)* Ranking the fast-growing population of LLMs is hard. Fixed-answer benchmarks such as MMLU saturate. Human-voted leaderboards like Chatbot Arena are slow and expensive. Using one strong model (e.g., GPT-4) as judge introduces that model's own biases. The authors propose Decentralized Arena (De-Arena), where every… ## Co-authors here 9 co-authors with a page, the most papers together first. - [Andrew Hojel](https://md.research.elamur.ai/free/en/authors/andrew-hojel/) - [Ashish Vaswani](https://md.research.elamur.ai/free/en/authors/ashish-vaswani/) - [Eric P. Xing](https://md.research.elamur.ai/free/en/authors/eric-p-xing/) - [Kun Zhou](https://md.research.elamur.ai/free/en/authors/kun-zhou/) - [Shibo Hao](https://md.research.elamur.ai/free/en/authors/shibo-hao/) - [Tianyang Liu](https://md.research.elamur.ai/free/en/authors/tianyang-liu/) - [Yi Gu](https://md.research.elamur.ai/free/en/authors/yi-gu/) - [Zhen Wang](https://md.research.elamur.ai/free/en/authors/zhen-wang/) - [Zhengzhong Liu](https://md.research.elamur.ai/free/en/authors/zhengzhong-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 16 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/somanshu-singla/cited-by/). Updated 2 November 2026