Sebastien Montella

Researcher, Huawei Technologies Ltd.

Joined

March 2022

Names

Sebastien Montella (Preferred)

Emails

****@gmail.com (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2023 – Present

PhD student

Aix Marseille Univ (univ-amu.fr)

2019 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Natural Language Processing

Present

Natural Language Generation

Present

Geometric Deep Learning

Present

Knowledge Graph

Present

Machine Learning

Present

Deep Learning

Present

Graph Encoding

Present

Publications

Prompting large language models with knowledge graphs for question answering involving long-tail facts
Wenyu Huang, Guancheng Zhou, Mirella Lapata, Pavlos Vougiouklis, Sebastien Montella, Jeff Z. Pan
- Knowledge-Based Systems
- Readers: Everyone
Are General-Purpose LLMs Ready for Planning? A Large- Scale Evaluation in PDDL
Kaustubh Vyas, Damien Graux, Sebastien Montella, Pavlos Vougiouklis, Jeff Z. Pan
- XLLM-Reason-Plan
- Readers: Everyone
An Extensive Evaluation of PDDL Capabilities in off-the-shelf LLMs
Kaustubh Vyas, Damien Graux, Sébastien Montella, Pavlos Vougiouklis, Ruofei Lai, Keshuang Li, Yang Ren, Jeff Z. Pan
- CoRR 2025
- Readers: Everyone
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
Kaustubh Vyas, Damien Graux, Yijun Yang, Sébastien Montella, Chenxin Diao, Wendi Zhou, Pavlos Vougiouklis, Ruofei Lai, Yang Ren, Keshuang Li, Jeff Z. Pan
- ICLR 2025
- Readers: Everyone
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
Kaustubh Vyas, Damien Graux, Yijun Yang, Sebastien Montella, Chenxin Diao, Wendi Zhou, Pavlos Vougiouklis, Ruofei Lai, Yang Ren, Keshuang Li, Jeff Z. Pan
- ICLR 2025 Poster
- Readers: Everyone
EEVEE and GATE: Finding the right benchmarks and how to run them seamlessly
Antreas Antoniou, Eleni Triantafillou, Hugo Larochelle, Fady Rezk, Sebastien Montella, Kiyoon Kim, Linus Ericsson, Pavlos Vougiouklis, Justin Engelmann, Elliot J. Crowley, Srihari Humbarwadi, Yi Liu, Guang Yang, Jeff Z. Pan, Amos Storkey
- Submitted to ICLR 2025
- Readers: Everyone
EEVEE and GATE: Finding the right benchmarks and how to run them seamlessly
Antreas Antoniou, Eleni Triantafillou, Hugo Larochelle, Sebastien Montella, Fady Rezk, Kiyoon Kim, Linus Ericsson, Pavlos Vougiouklis, Justin Engelmann, Elliot J. Crowley, Srihari Humbarwadi, Yi Liu, Guang Yang, Jeff Z. Pan, Amos Storkey
- Submitted to NeurIPS 2024 Track Datasets and Benchmarks
- Readers: Everyone
Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters
Sebastien Montella, Alexis Nasr, Johannes Heinecke, Frederic Bechet, Lina Maria Rojas-Barahona
- Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, pages 727–736 May 2-6, 2023 ©2023 Association for Computational Linguistics
- Readers: Everyone
[PromptEng] First International Workshop on Prompt Engineering for Pre-Trained Language Models
Damien Graux, Sébastien Montella, Hajira Jabeen, Claire Gardent, Jeff Z. Pan
- WWW (Companion Volume) 2024
- Readers: Everyone
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts
Wenyu Huang, Guancheng Zhou, Mirella Lapata, Pavlos Vougiouklis, Sébastien Montella, Jeff Z. Pan
- CoRR 2024
- Readers: Everyone

View all 20 publications

Co-Authors

View all 122 co-authors