3 papers
cs.CL2020
A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming
Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno +2
Multi-Sentence Compression (MSC) aims to generate a short sentence with the key information from a cluster of similar sentences. MSC enables summarization and question-answering sy…
cs.CL2020
Automatic Discourse Segmentation: an evaluation in French
Rémy Saksik, Alejandro Molina-Villegas, Andréa Carneiro Linhares +1
In this article, we describe some discursive segmentation methods as well as a preliminary evaluation of the segmentation quality. Although our experiment were carried for document…
cs.CL2018
Predicting the Semantic Textual Similarity with Siamese CNN and LSTM
Elvys Linhares Pontes, Stéphane Huet, Andréa Carneiro Linhares +1
Semantic Textual Similarity (STS) is the basis of many applications in Natural Language Processing (NLP). Our system combines convolution and recurrent neural networks to measure t…