--- title: "Lilach Eden — author profile and papers · Summarization" description: "Lilach Eden, IBM: 4 papers on Elamur Research (2020–2026), h-index 6 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/lilach-eden/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/lilach-eden/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Lilach Eden # Lilach Eden Lilach Eden has 4 papers in our library, in 2020–2026, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Asaf Yehudai](https://md.research.elamur.ai/free/en/authors/asaf-yehudai/), [Roy Bar-Haim](https://md.research.elamur.ai/free/en/authors/roy-bar-haim/), [Michal Shmueli-Scheuer](https://md.research.elamur.ai/free/en/authors/michal-shmueli-scheuer/). 4 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5042370088) · [ORCID](https://orcid.org/0000-0001-5244-3813) · [Wikidata](https://www.wikidata.org/wiki/Q141203627) · [**h-index 6**](https://openalex.org/authors/A5042370088) · [25 works](https://openalex.org/works?filter=author.id:A5042370088) · [148 citations](https://openalex.org/works?filter=author.id:A5042370088&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/lilach-eden/#papers) · [🔗 Cited 80 times in our library](https://md.research.elamur.ai/free/en/authors/lilach-eden/cited-by/) · [⭐ Paper Stars ranking: #6686](https://md.research.elamur.ai/free/en/paper-stars/page/67/#star-6686) 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=Lilach+Eden) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Lilach+Eden) · [dblp](https://dblp.org/search?q=Lilach+Eden) · [ACL Anthology](https://aclanthology.org/search/?q=Lilach+Eden) ## Affiliations [🏢**IBM** Armonk · United States 2020–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/companies/ibm/) · [🔬**IBM Research - Haifa** Haifa · Israel 2021–2023 · 2 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-haifa/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 4 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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) 🧭 Topics 2 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/lilach-eden/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/lilach-eden/year/2025/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/lilach-eden/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[From Arguments to Key Points: Towards Automatic Argument Summarization](https://md.research.elamur.ai/free/en/papers/haim-2020-arguments-key-points-automatic-argument/)** *(2020 · 144 citations)* The paper addresses how to condense hundreds or thousands of pro and con arguments on a controversial topic into something a decision maker can actually read. 2. **[A Survey on Evaluation of LLM-based Agents](https://md.research.elamur.ai/free/en/papers/yehudai-2026-survey-evaluation-llm-based-agents/)** *(2026 · 21 citations)* LLM-based agents pair a backbone model with a harness that adds tools, memory and multi-step control. Because of this, scoring only their text output no longer captures what they can do. The authors present what they call the first comprehensive survey of how such agents are evaluated. They organize the field from… 3. **[JuStRank: Benchmarking LLM Judges for System Ranking](https://md.research.elamur.ai/free/en/papers/gera-2025-justrank-benchmarking-llm-judges-system/)** *(2025 · 15 citations)* LLM judges are usually validated on individual responses or response pairs, without regard to which system produced them. 4. **[Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents](https://md.research.elamur.ai/free/en/papers/yehudai-2026-agentic-clear-automating-multi-level/)** *(2026)* LLM agents often fail in subtle ways, such as loops, misbehaving sub-agents, or errors that cascade across steps. ## Co-authors here 11 co-authors with a page, the most papers together first. - [Asaf Yehudai](https://md.research.elamur.ai/free/en/authors/asaf-yehudai/) ×3 - [Roy Bar-Haim](https://md.research.elamur.ai/free/en/authors/roy-bar-haim/) ×3 - [Michal Shmueli-Scheuer](https://md.research.elamur.ai/free/en/authors/michal-shmueli-scheuer/) ×2 - [Alan Li](https://md.research.elamur.ai/free/en/authors/alan-li/) - [Ariel Gera](https://md.research.elamur.ai/free/en/authors/ariel-gera/) - [Arman Cohan](https://md.research.elamur.ai/free/en/authors/arman-cohan/) - [Dan Lahav](https://md.research.elamur.ai/free/en/authors/dan-lahav/) - [Noam Slonim](https://md.research.elamur.ai/free/en/authors/noam-slonim/) - [Roni Friedman](https://md.research.elamur.ai/free/en/authors/roni-friedman/) - [Yilun Zhao](https://md.research.elamur.ai/free/en/authors/yilun-zhao/) - [Yotam Perlitz](https://md.research.elamur.ai/free/en/authors/yotam-perlitz/) ## 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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/), [ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [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/) ## Cited by Papers of our library cite their works 80 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/lilach-eden/cited-by/). Updated 2 November 2026