Automatic generation of natural language summaries

Keywords

Grammaticality, Automatic summarization, Computer science, Natural language processing, Sentence

References

• Hitting the Right Paraphrases in Good TimeStanley Kok, Chris Brockett — 2010
• Text compaction for display on very small screensSimon Corston-Oliver — 2001
• CLASSY and TAC 2008 MetricsJohn M. Conroy, Judith D. Schlesinger — 2008
• Sentence Trimming and Selection: Mixing and MatchingDavid Zajic, Bonnie J. Dorr, Jimmy Lin — 2006
• Microsoft Research at DUC2006: Task-Focused Summarization with Sentence Simplification and Lexical ExpansionLucy Vanderwende, Hisami Suzuki, Chris Brockett — 2006
• Multi-Document Summarization via the Minimum Dominating SetChao Shen, Tao Li — 2010
• Re-evaluating the Role of Bleu in Machine Translation ResearchChris Callison-Burch, Miles Osborne, Philipp Koehn — 2006
• Foundations of Statistical Natural Language ProcessingPaul B. Kantor — 2001
• Discriminative Sentence Compression with Soft Syntactic EvidenceRyan McDonald — 2006
• Multiple alternative sentence compressions as a tool for automatic summarization tasksBonnie J. Dorr, Jimmy Lin, David Zajic — 2007
• Generating Typed Dependency Parses from Phrase Structure ParsesMarie-Catherine de Marneffe, Bill MacCartney, Christopher D. Manning — 2006
• Automated Summarization Evaluation with Basic Elements.Eduard Hovy, Chin-Yew Lin, Liang Zhou — 2006
• Learning to classify text using support vector machines - methods, theory and algorithmsThorsten Joachims — 2002
• Computing Locally Coherent DiscoursesErnst Althaus, Nikiforos Karamanis, Alexander Koller — 2004
• Opinion Summarization with Integer Linear Programming Formulation for Sentence Extraction and OrderingHitoshi Nishikawa, Takaaki Hasegawa, Yoshihiro Matsuo — 2010
• Large Margin Synchronous Generation and its Application to Sentence CompressionTrevor Cohn, Mirella Lapata — 2007
• SRILM - an extensible language modeling toolkitAndreas Stolcke — 2002
• Generating and Validating Abstracts of Meeting Conversations: a User StudyGabriel Murray, Giuseppe Carenini, Raymond T. Ng — 2010
• Sentence Reduction for Automatic Text SummarizationHongyan Jing — 2000
• The use of domain-specific concepts in biomedical text summarizationLawrence H. Reeve, Hyoil Han, Ari D. Brooks — 2007

Cited by

• Biomedical Question-focused Multi-document Summarization: ILSP and AUEB at BioASQ3Prodromos Malakasiotis, Emmanouil Archontakis, Ion Androutsopoulos — 2015
• DeepSumm - Deep Code Summaries using Neural Transformer ArchitectureVivek Kumar Gupta — 2020

Related papers

• Is Sentence Compression an NLG task?Erwin Marsi, Emiel Krahmer, Iris Hendrickx — 2009
• Putting it Simply: a Context-Aware Approach to Lexical SimplificationOr Biran, Samuel Brody, Noémie Elhadad — 2011
• One Step Closer to Automatic Evaluation of Text Simplification SystemsSanja Štajner, Ruslan Mitkov, Horacio Saggion — 2014
• Monolingual Distributional Similarity for Text-to-Text GenerationJuri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch — 2012
• Hybridization and Treebank Enrichment with Constraint-Based RepresentationsPhilippe Blache, Stéphane Rauzy — 2012
• Summarizing Scientific Texts: Experiments with Extractive SummarizersPedro Paulo Balage Filho, Thiago Alexandre Salgueiro Pardo — 2007
• Exploring Neural Text Simplification ModelsSergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto — 2017
• Summarizing Scientific Texts: Experiments with Extractive SummarizersPedro Paulo Balage Filho, Thiago Alexandre Salgueiro Pardo — 2007
• Automatic summarization for text simplification: evaluating text understanding by poor readersPaulo R. A. Margarido, Thiago Alexandre Salgueiro Pardo, Gabriel Antonio — 2008