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A. Tixier · SciRah

Researcher profile · Semantic Scholar

A. Tixier

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A. Tixier — researcher profile on SciRah

h-index: 18
Works: 33
Citations: 1,940

Most-cited papers

Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports
A. Tixier, Matthew R. Hallowell, B. Rajagopalan, Dean Bowman
2016336 citations Open access
Semantic Scholar
Application of machine learning to construction injury prediction
A. Tixier, Matthew R. Hallowell, B. Rajagopalan, Dean Bowman
2016323 citations Open access
Semantic Scholar
Automatically Learning Construction Injury Precursors from Text
Henrietta Baker, Matthew R. Hallowell, A. Tixier
2019Automation in Construction139 citations Open access
Semantic Scholar
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
Guokan Shang, Wensi Ding, Zekun Zhang, A. Tixier +5 more
2018Annual Meeting of the Association for Computational Linguistics132 citations Open access
Semantic Scholar
Psychological Antecedents of Risk-Taking Behavior in Construction
A. Tixier, Matthew R. Hallowell, A. Albert, Leaf van Boven +1 more
2014126 citations Open access
Semantic Scholar
AI-based prediction of independent construction safety outcomes from universal attributes
Henrietta Baker, Matthew R. Hallowell, A. Tixier
2019Automation in Construction125 citations Open access
Semantic Scholar
Construction Safety Clash Detection: Identifying Safety Incompatibilities among Fundamental Attributes using Data Mining
A. Tixier, Matthew R. Hallowell, B. Rajagopalan, Dean Bowman
2017121 citations Open access
Semantic Scholar
A Graph Degeneracy-based Approach to Keyword Extraction
A. Tixier, Fragkiskos D. Malliaros, M. Vazirgiannis
2016Conference on Empirical Methods in Natural Language Processing82 citations Open access
Semantic Scholar
Message Passing Attention Networks for Document Understanding
Giannis Nikolentzos, A. Tixier, M. Vazirgiannis
2019AAAI Conference on Artificial Intelligence81 citations Open access
Semantic Scholar
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
Moussa Kamal Eddine, A. Tixier, M. Vazirgiannis
2020Conference on Empirical Methods in Natural Language Processing75 citations Open access
Semantic Scholar
Kernel Graph Convolutional Neural Networks
Giannis Nikolentzos, Polykarpos Meladianos, A. Tixier, Konstantinos Skianis +1 more
2017International Conference on Artificial Neural Networks60 citations Open access
Semantic Scholar
Construction Safety Risk Modeling and Simulation
A. Tixier, Matthew R. Hallowell, B. Rajagopalan
2016Risk Analysis55 citations Open access
Semantic Scholar
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation
Moussa Kamal Eddine, Guokan Shang, A. Tixier, M. Vazirgiannis
2021Annual Meeting of the Association for Computational Linguistics39 citations Open access
Semantic Scholar
Graph Classification with 2D Convolutional Neural Networks
A. Tixier, Giannis Nikolentzos, Polykarpos Meladianos, M. Vazirgiannis
2017International Conference on Artificial Neural Networks38 citations Open access
Semantic Scholar
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization
A. Tixier, Polykarpos Meladianos, M. Vazirgiannis
2017NFiS@EMNLP32 citations Open access
Semantic Scholar
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization
A. Tixier, Konstantinos Skianis, M. Vazirgiannis
2016Annual Meeting of the Association for Computational Linguistics24 citations Open access
Semantic Scholar
Classifying Graphs as Images with Convolutional Neural Networks
A. Tixier, Giannis Nikolentzos, Polykarpos Meladianos, M. Vazirgiannis
2017arXiv.org23 citations
Semantic Scholar
Speaker-change Aware CRF for Dialogue Act Classification
Guokan Shang, A. Tixier, M. Vazirgiannis, Jean-Pierre Lorr'e 'Ecole Polytechnique +2 more
2020International Conference on Computational Linguistics19 citations Open access
Semantic Scholar
Notes on Deep Learning for NLP
A. Tixier
2018arXiv.org17 citations
Semantic Scholar
Real-Time Keyword Extraction from Conversations
Polykarpos Meladianos, A. Tixier, Ioannis Nikolentzos, M. Vazirgiannis
2017Conference of the European Chapter of the Association for Computational Linguistics15 citations Open access
Semantic Scholar
Word Embeddings for the Construction Domain
A. Tixier, M. Vazirgiannis, Matthew R. Hallowell
2016arXiv.org13 citations
Semantic Scholar
Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings
Christos Xypolopoulos, A. Tixier, M. Vazirgiannis
2020Conference of the European Chapter of the Association for Computational Linguistics12 citations Open access
Semantic Scholar
Proposing and Validating a New Way of Construction Hazard Recognition Training in Academia: Mixed-Method Approach
A. Tixier, A. Albert, Matthew R. Hallowell
201810 citations
Semantic Scholar
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding
Guokan Shang, A. Tixier, M. Vazirgiannis, Jean-Pierre Lorr'e 'Ecole Polytechnique +2 more
2019AACL9 citations Open access
Semantic Scholar
Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models
A. Tixier, Matthew R. Hallowell
2023arXiv.org8 citations Open access
Semantic Scholar
Perturb and Combine to Identify Influential Spreaders in Real-World Networks
A. Tixier, Maria-Evgenia G. Rossi, Fragkiskos D. Malliaros, Jesse Read +1 more
2018International Conference on Advances in Social Networks Analysis and Mining8 citations Open access
Semantic Scholar
Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15)
Laura Dietz, A. Panchenko, Fragkiskos D. Malliaros, V. Logacheva +496 more
20216 citations Open access
Semantic Scholar
Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding
Jean-Baptiste Remy, A. Tixier, M. Vazirgiannis
2019arXiv.org5 citations
Semantic Scholar
Graph Classification with 2 D Convolutional Neural Networks
A. Tixier, Giannis Nikolentzos, Polykarpos Meladianos, M. Vazirgiannis
20185 citations
Semantic Scholar
AI Predicts Independent Construction Safety Outcomes from Universal Attributes
Henrietta Baker, Matthew R. Hallowell, A. Tixier
2019arXiv.org2 citations
Semantic Scholar
Introduction to CNNs and LSTMs for NLP
A. Tixier
20172 citations
Semantic Scholar
Leveraging unstructured construction injury reports to predict safety outcomes and model safety risk using Natural Language Processing, Machine Learning, and probability theory
A. Tixier
20151 citations
Semantic Scholar
Risk-based ageing management process and technology SimeoTM Ageing dedicated to maintenance optimization of civil work structures
A. Tixier, B. Capra, S. Dias, D. Vervoort +1 more
20160 citations
Semantic Scholar

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