Antoine J.-P. Tixier

发表

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

Michalis Vazirgiannis, Antoine J.-P. Tixier, Konstantinos Skianis, 2016, ACL.

Application of machine learning to construction injury prediction

Matthew R. Hallowell, Balaji Rajagopalan, Antoine J.-P. Tixier, 2016 .

Leveraging unstructured construction injury reports to predict safety outcomes and model safety risk using Natural Language Processing, Machine Learning, and probability theory

Antoine J.-P. Tixier, 2015 .

Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings pdf

Michalis Vazirgiannis, Antoine J.-P. Tixier, Christos Xypolopoulos, 2020, ArXiv.

Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports

Matthew R. Hallowell, Balaji Rajagopalan, Antoine J.-P. Tixier, 2016 .

Perturb and Combine to Identify Influential Spreaders in Real-World Networks

Michalis Vazirgiannis, Jesse Read, Fragkiskos D. Malliaros, 2018, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Proposing and Validating a New Way of Construction Hazard Recognition Training in Academia: Mixed-Method Approach

Matthew R. Hallowell, Alex Albert, Antoine J.-P. Tixier, 2018 .

Real-Time Keyword Extraction from Conversations

Michalis Vazirgiannis, Giannis Nikolentzos, Antoine J.-P. Tixier, 2017, EACL.

Notes on Deep Learning for NLP pdf

Antoine J.-P. Tixier, A. Tixier, 2018, ArXiv.

AI Predicts Independent Construction Safety Outcomes from Universal Attributes pdf

Matthew R. Hallowell, Antoine J.-P. Tixier, Henrietta Baker, 2019, ArXiv.

A Graph Degeneracy-based Approach to Keyword Extraction

Michalis Vazirgiannis, Fragkiskos D. Malliaros, Antoine J.-P. Tixier, 2016, EMNLP.

Construction Safety Clash Detection: Identifying Safety Incompatibilities among Fundamental Attributes using Data Mining

Matthew R. Hallowell, Balaji Rajagopalan, Antoine J.-P. Tixier, 2017 .

Introduction to CNNs and LSTMs for NLP

Antoine J.-P. Tixier, 2017 .

Psychological Antecedents of Risk-Taking Behavior in Construction

Antoine J.-P. Tixier, A. Tixier, 2014 .

Word Embeddings for the Construction Domain pdf

Matthew R. Hallowell, Michalis Vazirgiannis, Antoine J.-P. Tixier, 2016, ArXiv.

Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization

Michalis Vazirgiannis, Antoine J.-P. Tixier, Polykarpos Meladianos, 2017, NFiS@EMNLP.

Message Passing Attention Networks for Document Understanding

Michalis Vazirgiannis, Giannis Nikolentzos, Antoine J.-P. Tixier, 2019, AAAI.

Automatically Learning Construction Injury Precursors from Text pdf

Matthew R. Hallowell, Antoine J.-P. Tixier, Henrietta Baker, 2019, Automation in Construction.

Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings pdf

Michalis Vazirgiannis, Antoine J.-P. Tixier, Christos Xypolopoulos, 2020, EACL.

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

Michalis Vazirgiannis, Antoine J.-P. Tixier, Guokan Shang, 2021, ACL.

Graph Classification with 2 D Convolutional Neural Networks

Michalis Vazirgiannis, Giannis Nikolentzos, Antoine J.-P. Tixier, 2018 .