Search Results for author: Philippe Cudré-Mauroux

Found 8 papers, 6 papers with code

A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection

no code implementations2 Dec 2019 Akansha Bhardwaj, Jie Yang, Philippe Cudré-Mauroux

Such approaches are, however, limited as they fail to reliably estimate the informativeness of a keyword and its expectation for model training.

DAOC: Stable Clustering of Large Networks

1 code implementation19 Sep 2019 Artem Lutov, Mourad Khayati, Philippe Cudré-Mauroux

Clustering is a crucial component of many data mining systems involving the analysis and exploration of various data.

SECTOR: A Neural Model for Coherent Topic Segmentation and Classification

3 code implementations TACL 2019 Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser

From our extensive evaluation of 20 architectures, we report a highest score of 71. 6% F1 for the segmentation and classification of 30 topics from the English city domain, scored by our SECTOR LSTM model with bloom filter embeddings and bidirectional segmentation.

General Classification Reading Comprehension

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