🧑‍🔬 Nedim Lipka

🏛️ Affiliations

🏢Adobe SystemsSan Jose · United States2015–2026 · 114 paperscurrent🎓University of Maryland, College ParkCollege Park · United States2021–2026 · 3 paperscurrent🎓Bauhaus-Universität WeimarWeimar · Germany2008–2012 · 15 papers🎓University of HoustonHouston · United States2020–2023 · 3 papers🎓Northwestern UniversityEvanston · United States2021–2022 · 2 papers🎓University of Central FloridaOrlando · United States2021 · 2 papers🎓Ludwig-Maximilians-Universität MünchenMunich · Germany2018–2019 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Structured Uncertainty guided Clarification for LLM Agents (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. AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasks (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.
3. MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference (2026)
   Benchmarks for question answering usually test ambiguity or multi-hop reasoning, but rarely both together.
4. Test-Time Strategies for More Efficient and Accurate Agentic RAG (2026)
   The paper looks at weaknesses of Search-R1, an agentic RAG framework trained with reinforcement learning to alternate reasoning with retrieval.

All works

7 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. Graph Neural Networks with Heterophily ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJiong Zhu et al.2021 · 227 citations
2. LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding ↗arXiv:2306.17107 · no summary yetYanzhe Zhang et al.2023 · 98 citations
3. Personalization of Large Language Models: A Survey ↗arXiv (Cornell University) · no summary yetZhehao Zhang et al.2024 · 61 citations
4. Structured Uncertainty guided Clarification for LLM AgentsFindings of the Association for Computational LinguisticsManan Suri, Puneet Mathur, Nedim Lipka, et al.2026 · 4 citations
5. AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasksFindings of the Association for Computational LinguisticsChau Minh Pham, Zichao Wang, Puneet Mathur, et al.2026
6. MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop InferenceFindings of the Association for Computational LinguisticsJeonghyun Park, Ingeol Baek, Seunghyun Yoon, et al.2026
7. Test-Time Strategies for More Efficient and Accurate Agentic RAGAnnual Meeting of the Association for Computational Linguistics (ACL)Abhinav Sharma, Brian Zhang, Deepti Guntur, et al.2026

🤝 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

• Puneet Mathur ×3
• Akriti Jain ×2
• Aparna Garimella ×2
• Franck Dernoncourt ×2
• Ryan A. Rossi ×2
• Chau Minh Pham
• Dinesh Manocha
• Hwanhee Lee
• Jeonghyun Park
• Manan Suri
• Mohit Iyyer
• Varun Manjunatha

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×3: Findings of the Association for Computational Linguistics 2026 ×3
• Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026
• Conference of the European Chapter of the Association for Computational Linguistics (EACL)
• Proceedings of the AAAI Conference on Artificial Intelligence

🔗 Cited by

Papers of our library cite their works 158 times (of the 149,439 papers whose bibliographies we read); 46 citing papers with a page here →.

Updated 1 November 2026

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