SemOpinionS - Semantic Opinion Summarization

This repository contains all code for the SemOpinionS tool, a text summarization tool for opinionative texts, produced for obtaining my Master's Degree to be presented soon.

All information on how to run the tool and on each argument used, as well as input file formats, can be seen in the Wiki page of this same repository.

Further information on the methods will be made available through future publications, which will be updated and linked here.

Citing

Master's thesis (in Portuguese)

Inácio, M.L. (2021) Sumarização de Opinião com base em Abstract Meaning Representation. Mestrado em ciências de computação e matemática computacional. Universidade de São Paulo.

@mastersthesis{Inacio2021,
  type = {{Mestrado em ci\^encias de computa\c{c}\~ao e matem\'atica computacional}},
  title = {{Sumariza\c{c}\~ao de Opini\~ao com base em Abstract Meaning Representation}},
  author = {In{\'a}cio, Marcio Lima},
  year = {2021},
  month = sep,
  publisher = {{Universidade de S\~ao Paulo}},
  address = {{S\~ao Carlos}}
}

RANLP paper

Inácio, M.L. and Pardo, T.A.S. (2021) ‘Semantic-based Opinion Summarization’, in Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021). International Conference Recent Advances in Natural Language Processing, Online.

@inproceedings{InacioPardo2021,
  title = {Semantic-Based {{Opinion Summarization}}},
  booktitle = {Proceedings of the {{International Conference}} on {{Recent Advances}} in {{Natural Language Processing}} ({{RANLP}} 2021)},
  author = {In{\'a}cio, Marcio Lima and Pardo, Thiago Alexandre Salgueiro},
  year = {2021},
  address = {{Online}}
}