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Conference and Workshop Papers
- 2022
[c14]Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis:
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation. ACL (1) 2022: 1305-1318- 2021
- [c13]Christos Xypolopoulos, Antoine J.-P. Tixier, Michalis Vazirgiannis:
Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings. EACL 2021: 3391-3401 - [c12]Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis:
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model. EMNLP (1) 2021: 9369-9390 - 2020
- [c11]Giannis Nikolentzos, Antoine J.-P. Tixier, Michalis Vazirgiannis:
Message Passing Attention Networks for Document Understanding. AAAI 2020: 8544-8551 - [c10]Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré:
Speaker-change Aware CRF for Dialogue Act Classification. COLING 2020: 450-464 - [c9]Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré:
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding. AACL/IJCNLP 2020: 313-327 - 2019
- [c8]Antoine J.-P. Tixier, Maria-Evgenia G. Rossi
, Fragkiskos D. Malliaros, Jesse Read, Michalis Vazirgiannis:
Perturb and combine to identify influential spreaders in real-world networks. ASONAM 2019: 73-80 - [c7]Antoine J.-P. Tixier, Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis:
Graph Classification with 2D Convolutional Neural Networks. ICANN (Workshop) 2019: 578-593 - 2018
- [c6]Guokan Shang, Wensi Ding, Zekun Zhang, Antoine J.-P. Tixier, Polykarpos Meladianos, Michalis Vazirgiannis, Jean-Pierre Lorré:
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization. ACL (1) 2018: 664-674 - [c5]Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
Kernel Graph Convolutional Neural Networks. ICANN (1) 2018: 22-32 - 2017
- [c4]Polykarpos Meladianos, Antoine J.-P. Tixier, Giannis Nikolentzos, Michalis Vazirgiannis:
Real-Time Keyword Extraction from Conversations. EACL (2) 2017: 462-467 - [c3]Antoine J.-P. Tixier, Polykarpos Meladianos, Michalis Vazirgiannis:
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization. NFiS@EMNLP 2017: 48-58 - 2016
- [c2]Antoine J.-P. Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization. ACL (System Demonstrations) 2016: 151-156 - [c1]Antoine J.-P. Tixier, Fragkiskos D. Malliaros, Michalis Vazirgiannis:
A Graph Degeneracy-based Approach to Keyword Extraction. EMNLP 2016: 1860-1870
Informal and Other Publications
- 2023
- [i16]Antoine J.-P. Tixier, Matthew R. Hallowell:
Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models. CoRR abs/2301.03567 (2023) - 2021
- [i15]Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis:
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation. CoRR abs/2110.08559 (2021) - 2020
- [i14]Christos Xypolopoulos, Antoine J.-P. Tixier, Michalis Vazirgiannis:
Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings. CoRR abs/2003.10224 (2020) - [i13]Guokan Shang, Antoine Jean-Pierre Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré:
Speaker-change Aware CRF for Dialogue Act Classification. CoRR abs/2004.02913 (2020) - [i12]Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis:
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model. CoRR abs/2010.12321 (2020) - 2019
- [i11]Guokan Shang, Antoine Jean-Pierre Tixier, Michalis Vazirgiannis, Jean-Pierre Lorré:
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding. CoRR abs/1904.09491 (2019) - [i10]Henrietta Baker, Matthew R. Hallowell, Antoine J.-P. Tixier:
Automatically Learning Construction Injury Precursors from Text. CoRR abs/1907.11769 (2019) - [i9]Henrietta Baker, Matthew R. Hallowell, Antoine J.-P. Tixier:
AI Predicts Independent Construction Safety Outcomes from Universal Attributes. CoRR abs/1908.05972 (2019) - [i8]Jean-Baptiste Remy, Antoine Jean-Pierre Tixier, Michalis Vazirgiannis:
Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding. CoRR abs/1908.06006 (2019) - [i7]Giannis Nikolentzos, Antoine J.-P. Tixier, Michalis Vazirgiannis:
Message Passing Attention Networks for Document Understanding. CoRR abs/1908.06267 (2019) - 2018
- [i6]Guokan Shang, Wensi Ding, Zekun Zhang, Antoine Jean-Pierre Tixier, Polykarpos Meladianos, Michalis Vazirgiannis, Jean-Pierre Lorré:
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization. CoRR abs/1805.05271 (2018) - [i5]Antoine J.-P. Tixier, Maria-Evgenia G. Rossi, Fragkiskos D. Malliaros, Jesse Read, Michalis Vazirgiannis:
Perturb and Combine to Identify Influential Spreaders in Real-World Networks. CoRR abs/1807.09586 (2018) - [i4]Antoine J.-P. Tixier:
Notes on Deep Learning for NLP. CoRR abs/1808.09772 (2018) - 2017
- [i3]Antoine Jean-Pierre Tixier, Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis:
Classifying Graphs as Images with Convolutional Neural Networks. CoRR abs/1708.02218 (2017) - [i2]Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
Kernel Graph Convolutional Neural Networks. CoRR abs/1710.10689 (2017) - 2016
- [i1]Antoine J.-P. Tixier, Michalis Vazirgiannis, Matthew R. Hallowell:
Word Embeddings for the Construction Domain. CoRR abs/1610.09333 (2016)
Coauthor Index
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