--- title: "Puneet Mathur · Adobe Systems — author profile and papers" description: "Puneet Mathur, Adobe Systems: 5 papers on Elamur Research (2026), h-index 18 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/puneet-mathur/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/puneet-mathur/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Puneet Mathur # Puneet Mathur Puneet Mathur has 5 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Franck Dernoncourt](https://md.research.elamur.ai/free/en/authors/franck-dernoncourt/), [Nedim Lipka](https://md.research.elamur.ai/free/en/authors/nedim-lipka/), [Ryan A. Rossi](https://md.research.elamur.ai/free/en/authors/ryan-a-rossi/). 5 papers in our library · 2026 [OpenAlex](https://openalex.org/A5050532692) · [ORCID](https://orcid.org/0000-0002-8458-1476) · [**h-index 18**](https://openalex.org/authors/A5050532692) · [112 works](https://openalex.org/works?filter=author.id:A5050532692) · [1,188 citations](https://openalex.org/works?filter=author.id:A5050532692&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/puneet-mathur/#papers) · [🔗 Cited 65 times in our library](https://md.research.elamur.ai/free/en/authors/puneet-mathur/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10225](https://md.research.elamur.ai/free/en/paper-stars/page/103/#star-10225) 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=Puneet+Mathur) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Puneet+Mathur) · [dblp](https://dblp.org/search?q=Puneet+Mathur) · [ACL Anthology](https://aclanthology.org/search/?q=Puneet+Mathur) ## Affiliations [🎓**University of Maryland, College Park** College Park · United States 2020–2026 · 29 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🏢**Adobe Systems** San Jose · United States 2024–2026 · 19 papers*current*](https://md.research.elamur.ai/free/en/companies/adobe-systems/) · [🎓**Netaji Subhas University of Technology** New Delhi · India 2018 · 7 papers](https://md.research.elamur.ai/free/en/universities/netaji-subhas-university-of-technology/) · [🎓**Indraprastha Institute of Information Technology Delhi** Delhi · India 2019–2021 · 3 papers](https://md.research.elamur.ai/free/en/universities/indraprastha-institute-of-information-technology-delhi/) · [🎓**Marwadi University** Rajkot · India 2013Employment since 2013 · Assistant Professor, Mechanical Engineering](https://ror.org/030dn1812) 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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 5 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/) · [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 · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 5 papers](https://md.research.elamur.ai/free/en/authors/puneet-mathur/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Structured Uncertainty guided Clarification for LLM Agents](https://md.research.elamur.ai/free/en/papers/suri-2026-structured-uncertainty-guided-clarification-llm/)** *(2026 · 4 citations)* Tool-calling LLM agents often fail when a user's request is vague or missing details. They either guess arguments or ask needless questions, because prompting-based clarification has no clear rule for what to ask or when to stop. The authors reframe clarification around the tool schema itself. The agent keeps… 2. **[Lizard: An Efficient Linearization Framework for Large Language Models](https://md.research.elamur.ai/free/en/papers/nguyen-2026-lizard-efficient-linearization-framework-large/)** *(2026 · 2 citations)* Transformer LLMs become expensive on long inputs because softmax attention scales quadratically and the KV cache keeps growing during generation. 3. **[A Survey on LLM-based Conversational User Simulation](https://md.research.elamur.ai/free/en/papers/ni-2026-survey-llm-based-conversational-user/)** *(2026 · 1 citation)* This survey organizes the fast-growing literature on using large language models to imitate users in dialogue. 4. **[AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks](https://md.research.elamur.ai/free/en/papers/pham-2026-analystbench-benchmarking-professional-long-form/)** *(2026)* Benchmarks for LLM-based report writing usually test isolated subskills, such as summarization or table aggregation. Benchmarks with realistic professional tasks, like GDPval, depend on costly expert-built tasks. AnalystBench aims to evaluate the whole analyst workflow at low cost. 5. **[Test-Time Strategies for More Efficient and Accurate Agentic RAG](https://md.research.elamur.ai/free/en/papers/sharma-2026-test-time-strategies-more-efficient/)** *(2026)* The paper looks at weaknesses of Search-R1, an agentic RAG framework trained with reinforcement learning to alternate reasoning with retrieval. ## All works 9 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them. 1. **[Did you offend me? Classification of Offensive Tweets in Hinglish Language ↗](https://aclanthology.org/W18-5118/) Proceedings of the 2nd Workshop on Abusive Language Online (ALW2) · no summary yet**Puneet Mathur et al.*2018 · 151 citations* 2. **[Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning ↗](https://aclanthology.org/W18-6223/) Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis · no summary yet**Ramit Sawhney et al.*2018 · 132 citations* 3. **[Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives ↗](https://doi.org/10.1609/aaai.v34i01.5374) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Shivang Chopra et al.*2020 · 63 citations* 4. **[Structured Uncertainty guided Clarification for LLM Agents](https://md.research.elamur.ai/free/en/papers/suri-2026-structured-uncertainty-guided-clarification-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Manan Suri, Puneet Mathur, Nedim Lipka, et al.*2026 · 4 citations* 5. **[Lizard: An Efficient Linearization Framework for Large Language Models](https://md.research.elamur.ai/free/en/papers/nguyen-2026-lizard-efficient-linearization-framework-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, et al.*2026 · 2 citations* 6. **[A Survey on LLM-based Conversational User Simulation](https://md.research.elamur.ai/free/en/papers/ni-2026-survey-llm-based-conversational-user/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Bo Ni, Yu Wang, Leyao Wang, et al.*2026 · 1 citation* 7. **[AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks](https://md.research.elamur.ai/free/en/papers/pham-2026-analystbench-benchmarking-professional-long-form/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chau Minh Pham, Zichao Wang, Puneet Mathur, et al.*2026* 8. **[Test-Time Strategies for More Efficient and Accurate Agentic RAG](https://md.research.elamur.ai/free/en/papers/sharma-2026-test-time-strategies-more-efficient/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Abhinav Sharma, Brian Zhang, Deepti Guntur, et al.*2026* 9. **[ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing ↗](https://aclanthology.org/2025.ijcnlp-demo.10/) Proceedings of The 14th International Joint Conference on Natural Language Processing and The 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: System Demonstrations · no summary yet**Kanika Goswami et al.*2025* ## Co-authors here 12 of 24 co-authors with a page, the most papers together first. - [Franck Dernoncourt](https://md.research.elamur.ai/free/en/authors/franck-dernoncourt/) ×4 - [Nedim Lipka](https://md.research.elamur.ai/free/en/authors/nedim-lipka/) ×3 - [Ryan A. Rossi](https://md.research.elamur.ai/free/en/authors/ryan-a-rossi/) ×3 - [Akriti Jain](https://md.research.elamur.ai/free/en/authors/akriti-jain/) - [Aparna Garimella](https://md.research.elamur.ai/free/en/authors/aparna-garimella/) - [Bo Ni](https://md.research.elamur.ai/free/en/authors/bo-ni/) - [Branislav Kveton](https://md.research.elamur.ai/free/en/authors/branislav-kveton/) - [Chau Minh Pham](https://md.research.elamur.ai/free/en/authors/chau-minh-pham/) - [Chien Van Nguyen](https://md.research.elamur.ai/free/en/authors/chien-van-nguyen/) - [Dinesh Manocha](https://md.research.elamur.ai/free/en/authors/dinesh-manocha/) - [Haoliang Wang](https://md.research.elamur.ai/free/en/authors/haoliang-wang/) - [Hongjie Chen](https://md.research.elamur.ai/free/en/authors/hongjie-chen/) ## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - Proceedings of The 14th International Joint Conference on Natural Language Processing and The 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: System Demonstrations - Proceedings of the 2nd Workshop on Abusive Language Online (ALW2) - Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 65 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/puneet-mathur/cited-by/). Updated 1 November 2026