Galann Pennec
Galann Pennec has 2 papers in our library, in 2026, most of them on Summarization, Dialogue systems, Evaluation & benchmarks; often with Nancy Chen, Nicholas Asher, Philippe Muller.
OpenAlex · h-index 1 · 4 works · 1 citations OpenAlex, 2026-10-14
Fields, topics and concepts
📚 Shelves 3The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 1 work
🧭 Topics 4Research subjects and languages the work is about.Dialogue systems · 1 workEvaluation & benchmarks · 1 workReasoning · 1 workSummarization · 1 work
Works by year
2020s
Papers
- Minimal Clips, Maximum Salience: Long Video Summarization via Key Moment Extraction (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. - SagaQA: A Multi-hop Reasoning Benchmark for Long-form Narrative Understanding in TV Series (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
Venues
- International Workshop on Spoken Dialogue System Technology: International Workshop on Spoken Dialogue System Technology 2026
- Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL): SIGDIAL 2026
Updated
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