46 citations · 48 across the 6 of their papers we have counts for
6 papers
Findings from Experiments of On-line Joint Reinforcement Learning of Semantic Parser and Dialogue Manager with real Users
Matthieu Riou, Bassam Jabaian, Stéphane Huet +1
Design of dialogue systems has witnessed many advances lately, yet acquiring huge set of data remains an hindrance to their fast development for a new task or language. Besides, tr…
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…
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…
Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager
Matthieu Riou, Bassam Jabaian, Stéphane Huet +1
Despite many recent advances for the design of dialogue systems, a true bottleneck remains the acquisition of data required to train its components. Unlike many other language proc…
Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases
Elvys Linhares Pontes, Thiago Gouveia da Silva, Andréa Carneiro Linhares +2
The Internet has led to a dramatic increase in the amount of available information. In this context, reading and understanding this flow of information have become costly tasks. In…
Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14
Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian +4
This year, the DEFT campaign (Défi Fouilles de Textes) incorporates a task which aims at identifying the session in which articles of previous TALN conferences were presented. We d…