Antoine J.-P. Tixier

According to our database, Antoine J.-P. Tixier authored at least 22 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models.

Antoine J.-P. Tixier, Matthew R. Hallowell

CoRR, 2023

2022

FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation.

Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation.

Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis

CoRR, 2021

BARThez: a Skilled Pretrained French Sequence-to-Sequence Model.

Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings.

Christos Xypolopoulos, Antoine J.-P. Tixier, Michalis Vazirgiannis

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding.

Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Speaker-change Aware CRF for Dialogue Act Classification.

Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Message Passing Attention Networks for Document Understanding.

Giannis Nikolentzos, Antoine J.-P. Tixier, Michalis Vazirgiannis

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding.

Jean-Baptiste Remy, Antoine Jean-Pierre Tixier, Michalis Vazirgiannis

CoRR, 2019

AI Predicts Independent Construction Safety Outcomes from Universal Attributes.

Henrietta Baker, Matthew R. Hallowell, Antoine J.-P. Tixier

CoRR, 2019

Automatically Learning Construction Injury Precursors from Text.

Henrietta Baker, Matthew R. Hallowell, Antoine J.-P. Tixier

CoRR, 2019

Graph Classification with 2D Convolutional Neural Networks.

Antoine J.-P. Tixier, Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Perturb and combine to identify influential spreaders in real-world networks.

Antoine J.-P. Tixier, Maria-Evgenia G. Rossi, Fragkiskos D. Malliaros, Jesse Read, Michalis Vazirgiannis

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Notes on Deep Learning for NLP.

Antoine J.-P. Tixier

CoRR, 2018

Kernel Graph Convolutional Neural Networks.

Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization.

Guokan Shang, Wensi Ding, Zekun Zhang, Antoine J.-P. Tixier, Polykarpos Meladianos, Michalis Vazirgiannis, Jean-Pierre Lorré

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Classifying Graphs as Images with Convolutional Neural Networks.

Antoine Jean-Pierre Tixier, Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis

CoRR, 2017

Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization.

Antoine J.-P. Tixier, Polykarpos Meladianos, Michalis Vazirgiannis

Proceedings of the Workshop on New Frontiers in Summarization, 2017

Real-Time Keyword Extraction from Conversations.

Polykarpos Meladianos, Antoine J.-P. Tixier, Giannis Nikolentzos, Michalis Vazirgiannis

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Word Embeddings for the Construction Domain.

Antoine J.-P. Tixier, Michalis Vazirgiannis, Matthew R. Hallowell

CoRR, 2016

A Graph Degeneracy-based Approach to Keyword Extraction.

Antoine J.-P. Tixier, Fragkiskos D. Malliaros, Michalis Vazirgiannis

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization.

Antoine J.-P. Tixier, Konstantinos Skianis, Michalis Vazirgiannis

Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016