A. Tixier

PROFILE

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Aliases
A. Tixier, Antoine J.‐p. Tixier, Antoine Jean-pierre Tixier, Antoine J.-p. Tixier
Publication record
32 papers · 1,782 citations · H-index 17

PAPERS

Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models
20234 citationsauthor #1
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation
202135 citationsauthor #3
BARThez: a Skilled Pretrained French Sequence-to-Sequence Model
202071 citationsauthor #2
Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings
202010 citationsauthor #2
Speaker-change Aware CRF for Dialogue Act Classification
202017 citationsauthor #2
Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding
20199 citationsauthor #2
Automatically Learning Construction Injury Precursors from Text
2019121 citationsauthor #3
Bidirectional Context-Aware Hierarchical Attention Network for Document Understanding
20195 citationsauthor #2
Message Passing Attention Networks for Document Understanding
201980 citationsauthor #2
AI-based prediction of independent construction safety outcomes from universal attributes
2019104 citationsauthor #3
AI Predicts Independent Construction Safety Outcomes from Universal Attributes
20192 citationsauthor #3
Graph Classification with 2 D Convolutional Neural Networks
20185 citationsauthor #1
Notes on Deep Learning for NLP
201816 citationsauthor #1
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
2018129 citationsauthor #4
Perturb and Combine to Identify Influential Spreaders in Real-World Networks
20188 citationsauthor #1
Proposing and Validating a New Way of Construction Hazard Recognition Training in Academia: Mixed-Method Approach
201810 citationsauthor #1
Construction Safety Clash Detection: Identifying Safety Incompatibilities among Fundamental Attributes using Data Mining
2017117 citationsauthor #1
Graph Classification with 2D Convolutional Neural Networks
201738 citationsauthor #1
Real-Time Keyword Extraction from Conversations
201715 citationsauthor #2
Kernel Graph Convolutional Neural Networks
201760 citationsauthor #3
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization
201729 citationsauthor #1
Introduction to CNNs and LSTMs for NLP
20172 citationsauthor #1
Classifying Graphs as Images with Convolutional Neural Networks
201723 citationsauthor #1
Construction Safety Risk Modeling and Simulation
201649 citationsauthor #1
Risk-based ageing management process and technology SimeoTM Ageing dedicated to maintenance optimization of civil work structures
20160 citationsauthor #1
Word Embeddings for the Construction Domain
201613 citationsauthor #1
Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports
2016297 citationsauthor #1
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization
201624 citationsauthor #1
Application of machine learning to construction injury prediction
2016292 citationsauthor #1
A Graph Degeneracy-based Approach to Keyword Extraction
201679 citationsauthor #1
Leveraging unstructured construction injury reports to predict safety outcomes and model safety risk using Natural Language Processing, Machine Learning, and probability theory
20151 citationsauthor #1
Psychological Antecedents of Risk-Taking Behavior in Construction
2014121 citationsauthor #1

TIMELINE

2014 121 citations

2015 1 citations

2016 754 citations

2017 284 citations

2018 168 citations

2019 321 citations

2020 98 citations

2021 35 citations

2023 4 citations

A. Tixier

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PAPERS

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