--- title: "Swarnadeep Saha — author profile and papers · Reasoning" description: "Swarnadeep Saha: 4 papers on Elamur Research (2020–2024), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/swarnadeep-saha/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/swarnadeep-saha/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Swarnadeep Saha # Swarnadeep Saha Swarnadeep Saha has 4 papers in our library, in 2020–2024, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Mohit Bansal](https://md.research.elamur.ai/free/en/authors/mohit-bansal/), [Archiki Prasad](https://md.research.elamur.ai/free/en/authors/archiki-prasad/), [Shashank Srivastava](https://md.research.elamur.ai/free/en/authors/shashank-srivastava/). 4 papers in our library · 2020–2024 [OpenAlex](https://openalex.org/A5057314288) · [ORCID](https://orcid.org/0000-0002-6972-3448) · [**h-index 11**](https://openalex.org/authors/A5057314288) · [47 works](https://openalex.org/works?filter=author.id:A5057314288) · [623 citations](https://openalex.org/works?filter=author.id:A5057314288&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/#papers) · [🔗 Cited 310 times in our library](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3852](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3852) 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=Swarnadeep+Saha) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Swarnadeep+Saha) · [dblp](https://dblp.org/search?q=Swarnadeep+Saha) · [ACL Anthology](https://aclanthology.org/search/?q=Swarnadeep+Saha) ## Affiliations [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 2019–2025 · 17 papers](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/) · [🏢**IBM** Bengaluru · India 2018–2019 · 6 papers](https://md.research.elamur.ai/free/en/companies/ibm-india/) · [🏢**IBM** Armonk · United States 2018–2020 · 4 papers](https://md.research.elamur.ai/free/en/companies/ibm/) · [🔬**IBM Research - India** New Delhi · India 2018–2019 · 4 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-india/) 🏛️**Oregon Heart Center, PC** Salem · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2017Employment since 2017 · Cardiologist and Cardiac Electrophysiologist [🎓**Rush University** Chicago · United States 2014–2016Education 2014–2016 · Master of Science - Clinical Research, Graduate College](https://ror.org/01k9xac83) · [🎓**King Edward Memorial Hospital and Seth G.S. Medical College** Mumbai · India 1996–2002Education 1996–2002 · Bachelor of Medicine and Bachelor of Surgery (M.B.,B.S.)](https://ror.org/03vcw1x21) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 4 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-reconcile-round-table-conference-improves/) · [**2023** 1 paper ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness](https://md.research.elamur.ai/free/en/papers/prasad-2023-receval-evaluating-reasoning-chains-correctness/) · [**2020** 2 papers Swarnadeep Saha's papers of 2020](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-reconcile-round-table-conference-improves/)** *(2024 · 154 citations)* Single-model reasoning methods such as self-reflection can get stuck repeating their own confident mistakes. 2. **[PRover: Proof Generation for Interpretable Reasoning over Rules](https://md.research.elamur.ai/free/en/papers/saha-2020-prover-proof-generation-interpretable-reasoning/)** *(2020 · 101 citations)* Clark et al. (2020) showed that RuleTakers, a fine-tuned RoBERTa, can decide whether a statement follows from facts and rules written in English. However, it gives no justification for its answers. PRover addresses this by producing an answer together with an explicit proof. Each proof is a directed graph whose nodes… 3. **[ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness](https://md.research.elamur.ai/free/en/papers/prasad-2023-receval-evaluating-reasoning-chains-correctness/)** *(2023 · 68 citations)* Language models increasingly produce step-by-step rationales, but they are usually judged only by whether the final answer is right. 4. **[ConjNLI: Natural Language Inference Over Conjunctive Sentences](https://md.research.elamur.ai/free/en/papers/saha-2020-conjnli-natural-language-inference-over/)** *(2020 · 50 citations)* ConjNLI is a stress-test for natural language inference (NLI) built around coordinating conjunctions ("and", "or", "but", "nor"). ## All works 6 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs](https://md.research.elamur.ai/free/en/papers/chen-2024-reconcile-round-table-conference-improves/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Justin Chen, Swarnadeep Saha, Mohit Bansal*2024 · 154 citations* 2. **[PRover: Proof Generation for Interpretable Reasoning over Rules](https://md.research.elamur.ai/free/en/papers/saha-2020-prover-proof-generation-interpretable-reasoning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, et al.*2020 · 101 citations* 3. **[ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness](https://md.research.elamur.ai/free/en/papers/prasad-2023-receval-evaluating-reasoning-chains-correctness/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Archiki Prasad, Swarnadeep Saha, Xiang Zhou, et al.*2023 · 68 citations* 4. **[Branch-Solve-Merge Improves Large Language Model Evaluation and Generation](https://arxiv.org/abs/2310.15123) arXiv:2310.15123 · original ↗ · no summary yet**Swarnadeep Saha et al.*2023 · 66 citations* 5. **[ConjNLI: Natural Language Inference Over Conjunctive Sentences](https://md.research.elamur.ai/free/en/papers/saha-2020-conjnli-natural-language-inference-over/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Swarnadeep Saha, Yixin Nie, Mohit Bansal*2020 · 50 citations* 6. **[MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning](https://aclanthology.org/2025.emnlp-main.1660/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · original ↗ · no summary yet**Justin Chen et al.*2025 · 20 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Mohit Bansal](https://md.research.elamur.ai/free/en/authors/mohit-bansal/) ×4 - [Archiki Prasad](https://md.research.elamur.ai/free/en/authors/archiki-prasad/) - [Shashank Srivastava](https://md.research.elamur.ai/free/en/authors/shashank-srivastava/) - [Xiang Zhou](https://md.research.elamur.ai/free/en/authors/xiang-zhou/) - [Yixin Nie](https://md.research.elamur.ai/free/en/authors/yixin-nie/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×4: [EMNLP 2023](https://md.research.elamur.ai/free/en/venues/emnlp/2023/), [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ## Cited by Papers of our library cite their works 310 times (of the 141,840 papers whose bibliographies we read); [19 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/swarnadeep-saha/cited-by/). Updated 24 October 2026