--- title: "Galann Pennec — author profile and papers · Summarization" description: "Galann Pennec: 2 papers on Elamur Research (2026), h-index 1 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/galann-pennec/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/galann-pennec/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Galann Pennec # Galann Pennec Galann Pennec has 2 papers in our library, in 2026, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Nancy Chen](https://md.research.elamur.ai/free/en/authors/nancy-chen/), [Nicholas Asher](https://md.research.elamur.ai/free/en/authors/nicholas-asher/), [Philippe Muller](https://md.research.elamur.ai/free/en/authors/philippe-muller/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5120861767) · [**h-index 1**](https://openalex.org/authors/A5120861767) · [4 works](https://openalex.org/works?filter=author.id:A5120861767) · [1 citations](https://openalex.org/works?filter=author.id:A5120861767&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/galann-pennec/#papers) · [⭐ Paper Stars ranking: #11990](https://md.research.elamur.ai/free/en/paper-stars/page/120/#star-11990) 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=Galann+Pennec) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Galann+Pennec) · [dblp](https://dblp.org/search?q=Galann+Pennec) · [ACL Anthology](https://aclanthology.org/search/?q=Galann+Pennec) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 3 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) 🧭 Topics 4 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [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/galann-pennec/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Minimal Clips, Maximum Salience: Long Video Summarization via Key Moment Extraction](https://md.research.elamur.ai/free/en/papers/pennec-2026-minimal-clips-maximum-salience-long/)** *(2026)* Vision-Language Models can now take in long videos, but running them over a full movie is expensive, and they often overlook important visual details. 2. **[SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series](https://md.research.elamur.ai/free/en/papers/pennec-2026-sagaqa-multi-hop-reasoning-benchmark/)** *(2026)* Most video reasoning benchmarks test understanding of short clips or neighbouring frames. They leave open whether models can follow a story that unfolds over many hours. SagaQA addresses this with abstractive questions about full-length TV series. Each question is tied to a block of 20 consecutive episodes (roughly… ## Co-authors here 4 co-authors with a page, the most papers together first. - [Nancy Chen](https://md.research.elamur.ai/free/en/authors/nancy-chen/) ×2 - [Nicholas Asher](https://md.research.elamur.ai/free/en/authors/nicholas-asher/) ×2 - [Philippe Muller](https://md.research.elamur.ai/free/en/authors/philippe-muller/) ×2 - [Zhengyuan Liu](https://md.research.elamur.ai/free/en/authors/zhengyuan-liu/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [International Workshop on Spoken Dialogue System Technology](https://md.research.elamur.ai/free/en/venues/iwsds/): [International Workshop on Spoken Dialogue System Technology 2026](https://md.research.elamur.ai/free/en/venues/iwsds/2026/) - [Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)](https://md.research.elamur.ai/free/en/venues/sigdial/): [SIGDIAL 2026](https://md.research.elamur.ai/free/en/venues/sigdial/2026/) Updated 1 November 2026