--- title: "Philippe Mulhem — author profile and papers in our library" description: "Philippe Mulhem, Institut polytechnique de Grenoble: 2 papers on Elamur Research (2026), h-index 15 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/philippe-mulhem/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/philippe-mulhem/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Philippe Mulhem # Philippe Mulhem Philippe Mulhem has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Didier Schwab](https://md.research.elamur.ai/free/en/authors/didier-schwab/), [Yongxin Zhou](https://md.research.elamur.ai/free/en/authors/yongxin-zhou/), [Maxime Peyrard](https://md.research.elamur.ai/free/en/authors/maxime-peyrard/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5048676090) · [ORCID](https://orcid.org/0000-0002-3245-6462) · [Wikidata](https://www.wikidata.org/wiki/Q130841001) · [**h-index 15**](https://openalex.org/authors/A5048676090) · [281 works](https://openalex.org/works?filter=author.id:A5048676090) · [951 citations](https://openalex.org/works?filter=author.id:A5048676090&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/philippe-mulhem/#papers) · [🔗 Cited 3 times in our library](https://md.research.elamur.ai/free/en/authors/philippe-mulhem/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11240](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11240) 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=Philippe+Mulhem) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Philippe+Mulhem) · [dblp](https://dblp.org/search?q=Philippe+Mulhem) · [ACL Anthology](https://aclanthology.org/search/?q=Philippe+Mulhem) ## Affiliations [🔬**Laboratoire d'Informatique de Grenoble** Grenoble · France 1992–2026 · 113 papers*current*](https://md.research.elamur.ai/free/en/labs/laboratoire-d-informatique-de-grenoble/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2000–2026 · 65 papers*current*](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🎓**Université Grenoble Alpes** Saint-Martin-d'Hères · France 2003–2026 · 33 papers*current*](https://md.research.elamur.ai/free/en/universities/universite-grenoble-alpes/) · [🎓**Institut polytechnique de Grenoble** Grenoble · France 2011–2026 · 27 papers*current*](https://md.research.elamur.ai/free/en/universities/institut-polytechnique-de-grenoble/) · [🔬**Image and Pervasive Access Laboratory** Singapore · Singapore 1999–2011 · 20 papers](https://md.research.elamur.ai/free/en/labs/image-and-pervasive-access-laboratory/) · [🎓**Université Joseph Fourier** Grenoble · France 1993–2014 · 12 papersEducation since 1993 · PhD, Informatique](https://md.research.elamur.ai/free/en/universities/universite-joseph-fourier/) · [🔬**Translational Innovation in Medicine and Complexity** Grenoble · France 1993–2008 · 5 papers](https://ror.org/03985kf35) · [🎓**National University of Singapore** Singapore · Singapore 1999–2004 · 5 papers](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**Université Pierre Mendès France** Saint-Martin-d'Hères · France 2012–2013 · 3 papers](https://ror.org/02f7wz369) · [🔬**Institut Néel** Grenoble · France 2016–2023 · 2 papers](https://ror.org/04dbzz632) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/philippe-mulhem/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[TempPerturb-Eval: On the Joint Effects of Internal Temperature and External Perturbations in RAG Robustness](https://md.research.elamur.ai/free/en/papers/zhou-2026-tempperturb-eval-joint-effects-internal/)** *(2026 · 1 citation)* RAG evaluations usually treat retrieval noise and decoding settings such as temperature as separate concerns, although in deployment they act together. 2. **[What Matters to an LLM? Behavioral and Computational Evidences from Summarization](https://md.research.elamur.ai/free/en/papers/zhou-2026-what-matters-llm-behavioral-computational/)** *(2026 · 1 citation)* LLMs now lead in summarization, but it is unclear what internal sense of importance decides which content they keep. ## All works 7 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[TempPerturb-Eval: On the Joint Effects of Internal Temperature and External Perturbations in RAG Robustness](https://md.research.elamur.ai/free/en/papers/zhou-2026-tempperturb-eval-joint-effects-internal/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Yongxin Zhou, Philippe Mulhem, Didier Schwab*2026 · 1 citation* 2. **[What Matters to an LLM? Behavioral and Computational Evidences from Summarization](https://md.research.elamur.ai/free/en/papers/zhou-2026-what-matters-llm-behavioral-computational/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yongxin Zhou, Changshun Wu, Philippe Mulhem, et al.*2026 · 1 citation* 3. **[Explicabilité par Perturbations pour les Systèmes RAG ↗](https://aclanthology.org/2025.jeptalnrecital-diagllm.1/) Actes de l'atelier Accès à l'information basé sur le dialogue et grands modèles de langage 2025 (DIAG-LLM) · no summary yet**Yongxin Zhou, Philippe Mulhem, Didier Schwab*2025 · 1 citation* 4. **[Vers des RAGs intégrant véracité, subjectivité et explicabilité ↗](https://aclanthology.org/2025.jeptalnrecital-iaedu.17/) Actes de l'atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU) · no summary yet**Alae Bouchiba et al.*2025* 5. **[SuperGPQA-HCE-FR : un corpus spécialisé en français pour le domaine hydraulique et le génie civil ↗](https://aclanthology.org/2025.jeptalnrecital-evalllm.20/) Actes de l'atelier Évaluation des modèles génératifs (LLM) et challenge 2025 (EvalLLM) · no summary yet**Markarit Vartampetian et al.*2025* 6. **[Entity Enhanced Attention Graph-Based Passages Retrieval ↗](https://aclanthology.org/2023.jeptalnrecital-coria.13/) Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications (CORIA) · no summary yet**Lucas Albarede et al.*2023* 7. **[Vers l'évaluation continue des systèmes de recherche d'information. ↗](https://aclanthology.org/2023.jeptalnrecital-coria.15/) Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications (CORIA) · no summary yet**Petra Galuscakova et al.*2023* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Didier Schwab](https://md.research.elamur.ai/free/en/authors/didier-schwab/) ×2 - [Yongxin Zhou](https://md.research.elamur.ai/free/en/authors/yongxin-zhou/) ×2 - [Maxime Peyrard](https://md.research.elamur.ai/free/en/authors/maxime-peyrard/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications (CORIA) ×2 - [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/) - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) - Actes de l'atelier Accès à l'information basé sur le dialogue et grands modèles de langage 2025 (DIAG-LLM) - Actes de l'atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU) - Actes de l'atelier Évaluation des modèles génératifs (LLM) et challenge 2025 (EvalLLM) ## Cited by Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/philippe-mulhem/cited-by/). Updated 31 October 2026