Antoine J. -P. Tixier | DeepAI

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∙ 01/09/2023

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

In this study, we capitalized on a collective dataset repository of 57k ...

0 Antoine J. -P. Tixier, et al. ∙

∙ 10/16/2021

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

Fast and reliable evaluation metrics are key to R D progress. While tr...

0 Moussa Kamal Eddine, et al. ∙

∙ 10/23/2020

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

Inductive transfer learning, enabled by self-supervised learning, have t...

0 Moussa Kamal Eddine, et al. ∙

∙ 03/23/2020

Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings

The number of senses of a given word, or polysemy, is a very subjective ...

0 Christos Xypolopoulos, et al. ∙

∙ 08/17/2019

Message Passing Attention Networks for Document Understanding

Most graph neural networks can be described in terms of message passing,...

0 Giannis Nikolentzos, et al. ∙

∙ 08/16/2019

AI Predicts Independent Construction Safety Outcomes from Universal Attributes

This paper significantly improves on, and finishes to validate, the appr...

0 Henrietta Baker, et al. ∙

∙ 07/26/2019

Automatically Learning Construction Injury Precursors from Text

In light of the increasing availability of digitally recorded safety rep...

0 Henrietta Baker, et al. ∙

∙ 08/29/2018

Notes on Deep Learning for NLP

My notes on Deep Learning for NLP....

0 Antoine J. -P. Tixier, et al. ∙

∙ 07/13/2018

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

Recent research has shown that graph degeneracy algorithms, which decomp...

0 Antoine J. -P. Tixier, et al. ∙

∙ 10/28/2016

Word Embeddings for the Construction Domain

We introduce word vectors for the construction domain. Our vectors were ...

0 Antoine J. -P. Tixier, et al. ∙

∙ 09/26/2016

Construction Safety Risk Modeling and Simulation

By building on a recently introduced genetic-inspired attribute-based co...

0 Antoine J. -P. Tixier, et al. ∙

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