Automated text summarization and the SUMMARIST system

Authors:
Eduard Hovy;Chin-Yew Lin
Affiliations:
University of Southern California, Marina del Rey, CA;University of Southern California, Marina del Rey, CA
Venue:
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
Year:
1998

Citing 16
Cited 41

Automatic text processing

Automatic text processing
A corpus-based approach to language learning

A corpus-based approach to language learning
Using argumentation to control lexical choice: a functional unification implementation

Using argumentation to control lexical choice: a functional unification implementation
Building a large-scale knowledge base for machine translation

AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
A trainable document summarizer

SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Generating summaries of multiple news articles

SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
New Methods in Automatic Extracting

Journal of the ACM (JACM)
Induction of Decision Trees

Machine Learning
Robust automated topic identification

Robust automated topic identification
The rhetorical parsing, summarization, and generation of natural language texts

The rhetorical parsing, summarization, and generation of natural language texts
The rhetorical parsing, summarization, and generation of natural language texts

The rhetorical parsing, summarization, and generation of natural language texts
Applied text generation

ANLC '92 Proceedings of the third conference on Applied natural language processing
A fast and portable realizer for text generation systems

ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Identifying topics by position

ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Entity-based cross-document coreferencing using the Vector Space Model

COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Generation that exploits corpus-based statistical knowledge

COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1

Summarizing text documents: sentence selection and evaluation metrics

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Automatic title generation for EM

DL '00 Proceedings of the fifth ACM conference on Digital libraries
Learning Fingerprints for a Database Intrusion Detection System

ESORICS '02 Proceedings of the 7th European Symposium on Research in Computer Security
Improving Translation Quality by Manipulating Sentence Length

AMTA '98 Proceedings of the Third Conference of the Association for Machine Translation in the Americas on Machine Translation and the Information Soup
Towards topic-based summarization for interactive document viewing

Proceedings of the 2nd international conference on Knowledge capture
Differentiating data- and text-mining terminology

SAICSIT '03 Proceedings of the 2003 annual research conference of the South African institute of computer scientists and information technologists on Enablement through technology
Generating natural language summaries from multiple on-line sources

Computational Linguistics - Special issue on natural language generation
An Analytical Approach to Concept Extraction in HTML Environments

Journal of Intelligent Information Systems
ConceptNet — A Practical Commonsense Reasoning Tool-Kit

BT Technology Journal
Text summarization using a trainable summarizer and latent semantic analysis

Information Processing and Management: an International Journal - Special issue: An Asian digital libraries perspective
An intelligent summarization system based on cognitive psychology

Information Sciences: an International Journal
Multi-document summarization by sentence extraction

NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
A text categorization based on summarization technique

RANLPIR '00 Proceedings of the ACL-2000 workshop on Recent advances in natural language processing and information retrieval: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 11
Measuring user acceptability of machine translations to diagnose system errors: an experience report

COLING-MTIA '02 Proceedings of the 2002 COLING workshop on Machine translation in Asia - Volume 16
Using thematic information in statistical headline generation

MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
A study for documents summarization based on personal annotation

HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
The impact analysis of language differences on an automatic multilingual text summarization system

Journal of the American Society for Information Science and Technology
Improving LSA-based summarization with anaphora resolution

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Improving multilingual summarization: using redundancy in the input to correct MT errors

HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Development, implementation, and a cognitive evaluation of a definitional question answering system for physicians

Journal of Biomedical Informatics
CollabSum: exploiting multiple document clustering for collaborative single document summarizations

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Two uses of anaphora resolution in summarization

Information Processing and Management: an International Journal
iSpreadRank: Ranking sentences for extraction-based summarization using feature weight propagation in the sentence similarity network

Expert Systems with Applications: An International Journal
Comments-oriented document summarization: understanding documents with readers' feedback

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Text summarization with harmony search algorithm-based sentence extraction

CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Gather customer concerns from online product reviews - A text summarization approach

Expert Systems with Applications: An International Journal
Text Summarization by Sentence Extraction Using Unsupervised Learning

MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Mining opinion features in customer reviews

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Opinion extraction and summarization on the web

AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Update summarization based on novel topic distribution

Proceedings of the 9th ACM symposium on Document engineering
Single document summarization with document expansion

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Studies on intrinsic summary evaluation

International Journal of Artificial Intelligence and Soft Computing
Thai text coherence structuring with coordinating and subordinating relations for text summarization

CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Terms derived from frequent sequences for extractive text summarization

CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
A language independent approach to multilingual text summarization

Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Multi-document summarization of scientific corpora

Proceedings of the 2011 ACM Symposium on Applied Computing
Incorporating cross-document relationships between sentences for single document summarizations

ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
Summary generation centered on important words

AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
From design errors to design opportunities using a machine learning approach

PAKM'06 Proceedings of the 6th international conference on Practical Aspects of Knowledge Management
Identifying salient entities in web pages

Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Detecting verbose queries and improving information retrieval

Information Processing and Management: an International Journal

Quantified Score

Hi-index	0.00

Visualization

Abstract

This paper consists of three parts: a preliminary typology of summaries in general; a description of the current and planned modules and performance of the SUMMARIST automated multilingual text summarization system being built sat ISI, and a discussion of three methods to evaluate summaries.