Phrase-based Compressive Cross-Language Summarization

The task of cross-language document summarization is to create a summary in a target language from documents in a different source language. Previous methods only involve direct extraction of automatically translated sentences from the original documents. Inspired by phrasebased machine translation, we propose a phrase-based model to simultaneously perform sentence scoring, extraction and compression. We design a greedy algorithm to approximately optimize the score function. Experimental results show that our methods outperform the state-of-theart extractive systems while maintaining similar grammatical quality.

• Publication year

  2015

• Venue

  Conference on Empirical Methods in Natural Language Processing

• Publication date

  2015-09-01

• Fields of study

  Linguistics, Computer Science

• Identifiers
  DOI 10.18653/v1/D15-1012
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Reader-Aware Multi-Document Summarization via Sparse Coding

  2015cited by this paper
• Compressive Document Summarization via Sparse Optimization

  2015cited by this paper
• Abstractive Multi-Document Summarization via Phrase Selection and Merging

  2015cited by this paper
• Statistical Machine Translation

  2014cited by this paper
• Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees

  2014cited by this paper
• Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning

  2013influential reference
• A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization

  2013cited by this paper
• Summarization Through Submodularity and Dispersion

  2013cited by this paper
• Document Summarization via Guided Sentence Compression

  2013cited by this paper
• Subtree Extractive Summarization via Submodular Maximization

  2013influential reference
• Multiple Aspect Summarization Using Integer Linear Programming

  2012cited by this paper
• Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics

  2011cited by this paper
• Using Bilingual Information for Cross-Language Document Summarization

  2011influential reference
• Jointly Learning to Extract and Compress

  2011cited by this paper
• A Class of Submodular Functions for Document Summarization

  2011cited by this paper
• A New Approach to Improving Multilingual Summarization Using a Genetic Algorithm

  2010cited by this paper
• Multi-document Summarization via Budgeted Maximization of Submodular Functions

  2010influential reference
• Global inference for sentence compression : an integer linear programming approach

  2008cited by this paper
• Evaluation of a Cross-lingual Romanian-English Multi-document Summariser

  2008cited by this paper
• Sentence Compression as a Component of a Multi-Document Summarization System

  2006cited by this paper
• Experiments in Cross Language Query Focused Multi-Document Summarization

  2006cited by this paper
• Statistical Phrase-Based Translation

  2003cited by this paper

• ConVerSum: A Contrastive Learning-Based Approach for Data-Scarce Solution of Cross-Lingual Summarization Beyond Direct Equivalents

  2024cites this paper
• Multimodal Cross-Lingual Summarization for Videos: A Revisit in Knowledge Distillation Induced Triple-Stage Training Method

  2024cites this paper
• GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization

  2024cites this paper
• Evaluating Factuality in Cross-lingual Summarization

  2023cites this paper
• Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation

  2023cites this paper
• EXABSUM: a new text summarization approach for generating extractive and abstractive summaries

  2023cites this paper
• MCLS: A Large-Scale Multimodal Cross-Lingual Summarization Dataset

  2023cites this paper
• ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization

  2023cites this paper
• Towards Unifying Multi-Lingual and Cross-Lingual Summarization

  2023influential citation
• Zero-Shot Cross-Lingual Summarization via Large Language Models

  2023cites this paper
• Dataset construction method of cross-lingual summarization based on filtering and text augmentation

  2023cites this paper
• Cross-Lingual Summarization via ChatGPT

  2023cites this paper
• Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review

  2023cites this paper
• ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization

  2022cites this paper
• Transformer-based Cross-Lingual Summarization using Multilingual Word Embeddings for English - Bahasa Indonesia

  2022cites this paper
• Understanding Translationese in Cross-Lingual Summarization

  2022cites this paper
• Long-Document Cross-Lingual Summarization

  2022cites this paper
• Automatic Generation of Abstracts for Research Papers

  2022influential citation
• A Survey on Cross-Lingual Summarization

  2022influential citation
• A Variational Hierarchical Model for Neural Cross-Lingual Summarization

  2022cites this paper
• ClueGraphSum: Let Key Clues Guide the Cross-Lingual Abstractive Summarization

  2022cites this paper
• Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes

  2021cites this paper
• Cross - Language based Multi-Document Summarization Model using Machine Learning Technique

  2021cites this paper
• Barrister-Processing and Summarization of Terms & Conditions / Privacy Policies

  2021cites this paper
• Cross-Lingual Abstractive Summarization with Limited Parallel Resources

  2021cites this paper
• WikiLingua: A New Benchmark Dataset for Multilingual Abstractive Summarization

  2020cites this paper
• Combining Machine Learning and Natural Language Processing for Language-Specific, Multi-Lingual, and Cross-Lingual Text Summarization

  2020cites this paper
• Compressive approaches for cross-language multi-document summarization

  2020cites this paper
• Modern Multi-Document Text Summarization Techniques

  2020cites this paper
• Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization

  2020cites this paper
• Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization

  2020cites this paper
• A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards

  2020cites this paper
• Reinforced Zero-Shot Cross-Lingual Neural Headline Generation

  2020cites this paper
• Multi-Task Learning for Cross-Lingual Abstractive Summarization

  2020cites this paper
• An extractive text summarization approach using tagged-LDA based topic modeling

  2020cites this paper
• clstk: The Cross-Lingual Summarization Tool-Kit

  2019cites this paper
• Abstractive summarization: An overview of the state of the art

  2019cites this paper
• Cross-language document summarization via extraction and ranking of multiple summaries

  2019influential citation
• Adapting Automatic Summarization to New Sources of Information

  2019cites this paper
• Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention

  2019cites this paper
• NCLS: Neural Cross-Lingual Summarization

  2019cites this paper
• A Robust Abstractive System for Cross-Lingual Summarization

  2019cites this paper
• Exploring Cross-lingual Summarization and Machine Translation Quality Estimation

  2018cites this paper
• A Workbench for Rapid Generation of Cross-Lingual Summaries

  2018cites this paper
• Opinion Mining Summarization and Automation Process: A Survey

  2018cites this paper
• Cross-Lingual Speech-to-Text Summarization

  2018cites this paper
• Zero-Shot Cross-Lingual Neural Headline Generation

  2018cites this paper
• Cross-Language Text Summarization Using Sentence and Multi-Sentence Compression

  2018cites this paper
• QUERY-BASED SUMMARIZATION METHODS FOR CONVERSATIONAL AGENTS: AN OVERVIEW

  2017cites this paper
• Recent advances in document summarization

  2017cites this paper
• Phrase-Based Presentation Slides Generation for Academic Papers

  2017cites this paper
• Phrase-Based Compressive Summarization for English-Vietnamese

  2016cites this paper
• GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization

  2016cites this paper
• Recent automatic text summarization techniques: a survey

  2016cites this paper
• Product Review Summarization by Exploiting Phrase Properties

  2016cites this paper
• Abstractive Cross-Language Summarization via Translation Model Enhanced Predicate Argument Structure Fusing

  2016influential citation
• Encoder And Decoder Techniques For Cross-Language Multi-Document Abstractive And Extractive Summarization

  year unknowncites this paper