2 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.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…