--- title: "Parag Singla — author profile and papers — Elamur Research" description: "Parag Singla, Indian Institute of Technology Delhi: 3 papers on Elamur Research (2021–2026), h-index 20 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/parag-singla/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/parag-singla/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Parag Singla # Parag Singla Parag Singla has 3 papers in our library, in 2021–2026, 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/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Dinesh Garg](https://md.research.elamur.ai/free/en/authors/dinesh-garg/), [Dinesh Khandelwal](https://md.research.elamur.ai/free/en/authors/dinesh-khandelwal/), [Mausam](https://md.research.elamur.ai/free/en/authors/mausam/). 3 papers in our library · 2021–2026 [OpenAlex](https://openalex.org/A5103677687) · [ORCID](https://orcid.org/0009-0000-9190-9794) · [**h-index 20**](https://openalex.org/authors/A5103677687) · [134 works](https://openalex.org/works?filter=author.id:A5103677687) · [2,204 citations](https://openalex.org/works?filter=author.id:A5103677687&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/parag-singla/#papers) · [🔗 Cited 105 times in our library](https://md.research.elamur.ai/free/en/authors/parag-singla/cited-by/) · [7 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6023](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6023) 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=Parag+Singla) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Parag+Singla) · [dblp](https://dblp.org/search?q=Parag+Singla) · [ACL Anthology](https://aclanthology.org/search/?q=Parag+Singla) ## Affiliations [🎓**Indian Institute of Technology Delhi** New Delhi · India 2011–2026 · 76 papersEmployment since 2011 · Professor, CSE*current*](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-delhi/) · [🎓**University of Washington** Seattle · United States 2005–2012 · 13 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**The University of Texas at Austin** Austin · United States 2010–2011 · 4 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) 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. ## 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).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 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/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/parag-singla/year/2026/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/parag-singla/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Explanations for CommonsenseQA: New Dataset and Models](https://md.research.elamur.ai/free/en/papers/aggarwal-2021-explanations-commonsenseqa-new-dataset-models/)** *(2021 · 164 citations)* Most work on CommonsenseQA (CQA) aims only at picking the right answer. This paper instead asks how to explain a known gold answer, independent of any model. The authors define four desired qualities of a good explanation: comprehensive, refutation complete, minimal, and coherent. In practice, an explanation becomes… 2. **[Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction](https://md.research.elamur.ai/free/en/papers/rathore-2026-combining-distantly-supervised-models-context/)** *(2026)* Distantly supervised relation extraction (DSRE) trains on noisy, bag-level labels obtained by aligning text with knowledge-base triples, yet it must make predictions for individual sentences. 3. **[LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking](https://md.research.elamur.ai/free/en/papers/oza-2026-llms-are-brittle-simple-code/)** *(2026)* The paper asks whether large language models can reliably tell if two programs are functionally equivalent, meaning they return identical outputs for every input. ## All works 10 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Explanations for CommonsenseQA: New Dataset and Models](https://md.research.elamur.ai/free/en/papers/aggarwal-2021-explanations-commonsenseqa-new-dataset-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shourya Aggarwal, Divyanshu Mandowara, Vishwajeet Agrawal, et al.*2021 · 164 citations* 2. **[Unifying Logical and Statistical AI ↗](https://doi.org/10.1145/2933575.2935321) Proceedings - Symposium on Logic in Computer Science · no summary yet**Pedro Domingos et al.*2016 · 92 citations* 3. **[Markov Logic ↗](https://doi.org/10.1007/978-3-540-78652-8_4) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 39 citations* 4. **[Just Add Weights: Markov Logic for the Semantic Web ↗](https://doi.org/10.1007/978-3-540-89765-1_1) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 29 citations* 5. **[Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition ↗](https://doi.org/10.1007/978-3-540-89689-0_3) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 6 citations* 6. **[Markov Logic: A Language and Algorithms for Link Mining ↗](https://doi.org/10.1007/978-1-4419-6515-8_5) Springer eBooks · no summary yet**Pedro Domingos et al.*2010 · 4 citations* 7. **[Just add weights ↗](https://doi.org/10.1007/978-3-540-89765-1-1) no summary yet**Pedro Domingos et al.*2008 · 1 citation* 8. **[Combining Distantly Supervised Models with In Context Learning for Monolingual and Cross-Lingual Relation Extraction](https://md.research.elamur.ai/free/en/papers/rathore-2026-combining-distantly-supervised-models-context/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Vipul Kumar Rathore, Malik Hammad Faisal, Parag Singla, et al.*2026* 9. **[LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking](https://md.research.elamur.ai/free/en/papers/oza-2026-llms-are-brittle-simple-code/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Neeva Oza, Ishaan Govil, Parul Gupta, et al.*2026* 10. **[The alchemy system for statistical relational ai: User manual. BIBLIOGRAPHY ↗](https://openalex.org/W7100274835) no summary yet**Stanley Kok et al.*2010* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Dinesh Garg](https://md.research.elamur.ai/free/en/authors/dinesh-garg/) ×2 - [Dinesh Khandelwal](https://md.research.elamur.ai/free/en/authors/dinesh-khandelwal/) ×2 - [Mausam](https://md.research.elamur.ai/free/en/authors/mausam/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Lecture notes in computer science ×3 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Proceedings - Symposium on Logic in Computer Science - Springer eBooks ## Cited by Papers of our library cite their works 105 times (of the 149,439 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/parag-singla/cited-by/). Updated 1 November 2026