Publications

Demo Papers

  1. Sebastian Gehrmann et al. (76 authors), "GEMv2: Multilingual NLG Benchmarking in a Single Line of Code", Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP): System Demonstration

Journals

  1. Sebastien Montella, Brieuc Berruet, Oumaya Baala, Valérie Guillet, Frédéric Lassabe, Alexandre Caminada, "A Funnel Fukunaga-Koontz Transform for Robust Indoor-Outdoor Detection Using Channel State Information in 5G IoT Context", IEEE Internet of Things Journal 2022
    Paper

Peer-Reviewed Conference Papers

    2022

  1. Sebastien Montella, Alexis Nasr, Johannes Heinecke, Frederic Bechet, Lina M. Rojas-Barahona, "Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters", (under review)

    2. 2021

  2. Sebastien Montella, Lina Rojas-Barahona, Johannes Heinecke, "Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures", Findings of ACL-IJCNLP 2021
    Paper

    3. 2017

  3. Yu-Ching Chen, Chia-Ching Yang, Yu-Han Chen, Sebastien Montella, Chia-Hui Chang, Pin-Liang Chen, Ping-Che Yang, Tsun Ku, "Structured Learning Applied to Consumer Goods Recommended", Proceedings of the 2017 Conference on Technologies and Applications of Artificial Intelligence, Taiwan (2017)
    Paper

Workshop Papers

    2022

  1. Sebastien Montella, Lina M. Rojas-Barahona, Frederic Bechet, Johannes Heinecke, Alexis Nasr, "Transfer Learning and Masked Generation for Answer Verbalization", Structured and Unstructured Knowledge Integration Workshop at NAACL 2022
    Paper Code

    2. 2020

  2. Sebastien Montella, Betty Fabre, Tanguy Urvoy, Johannes Heinecke, Lina Rojas-Barahona, "Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers", Proceedings of the WebNLG+ Worskshop at INLG2020
    Paper

    3. 2019

  3. Sebastien Montella, Chia-Hui Chang, Frédéric Lassabe, "Emotionally-Triggered Short Text Conversation using Attention-Based Sequence Generation Model", Proceedings of NTCIR-14 Conference, Tokyo, Japan (2019)
    Paper

    4. 2017

  4. Yu-Han Chen, Sebastien Montella, Wei-Han Chen, Chia-Hui Chang, " WIDM at the NTCIR-13 STC-2 Task", Proceedings of NTCIR-13 Conference, Japan (2017)
    Paper