Abstractive summarization: An overview of the state of the art

S Gupta, SK Gupta - Expert Systems with Applications, 2019 - Elsevier
Summarization, is to reduce the size of the document while preserving the meaning, is one
of the most researched areas among the Natural Language Processing (NLP) community …

Global inference for sentence compression: An integer linear programming approach

J Clarke, M Lapata - Journal of Artificial Intelligence Research, 2008 - jair.org
Sentence compression holds promise for many applications ranging from summarization to
subtitle generation. Our work views sentence compression as an optimization problem and …

Sentence compression as tree transduction

TA Cohn, M Lapata - Journal of Artificial Intelligence Research, 2009 - jair.org
This paper presents a tree-to-tree transduction method for sentence compression. Our
model is based on synchronous tree substitution grammar, a formalism that allows local …

[PDF][PDF] Models for sentence compression: A comparison across domains, training requirements and evaluation measures

J Clarke, M Lapata - … of the 21st International Conference on …, 2006 - aclanthology.org
Sentence compression is the task of producing a summary at the sentence level. This paper
focuses on three aspects of this task which have not received detailed treatment in the …

[PDF][PDF] New functions for unsupervised asymmetrical paraphrase detection

C Joao, D Gaël, B Pavel - Journal of Software, 2007 - academia.edu
Monolingual text-to-text generation is an emerging research area in Natural Language
Processing. One reason for the interest in such generation systems is the possibility to …

A metric for paraphrase detection

J Cordeiro, G Dias, P Brazdil - 2007 International Multi …, 2007 - ieeexplore.ieee.org
Monolingual text-to-text generation is an emerging research area in natural language
processing. One reason for the interest in such generation systems is the possibility to …

A meta-data-based data aggregation scheme in clustering wireless sensor networks

H Chen, H Mineno, T Mizuno - 7th International Conference on …, 2006 - ieeexplore.ieee.org
Energy efficiency has been known as the most significant problem in all facets of the
wireless sensor network operations. In this paper, we propose a meta-data-based data …

[PDF][PDF] Penggunaan hidden markov model untuk kompresi kalimat

Y Wibisono - Bandung: Institut Teknologi Bandung, 2008 - academia.edu
Masalah utama dalam penggunaan handheld device adalah ukuran layar yang kecil
sehingga mempersulit pengguna untuk mencari dan memperoleh informasi tekstual …

[PDF][PDF] Unsupervised induction of sentence compression rules

JP Cordeiro, G Dias, P Brazdil - Proceedings of the 2009 …, 2009 - aclanthology.org
In this paper, we propose a new unsupervised approach to sentence compression based on
shallow linguistic processing. For that purpose, paraphrase extraction and alignment is …

[PDF][PDF] Biology based alignments of paraphrases for sentence compression

JP Cordeiro, G Dias, G Cleuziou - Proceedings of the ACL …, 2007 - aclanthology.org
Abstract 1 In this paper, we present a study for extracting and aligning paraphrases in the
context of Sentence Compression. First, we justify the application of a new measure for the …