Multidocument summarization via information extraction

Authors:
Michael White;Tanya Korelsky;Claire Cardie;Vincent Ng;David Pierce;Kiri Wagstaff
Affiliations:
CoGenTex, Inc., Ithaca, NY;CoGenTex, Inc., Ithaca, NY;Cornell University, Ithaca, NY;Cornell University, Ithaca, NY;Cornell University, Ithaca, NY;Cornell University, Ithaca, NY
Venue:
HLT '01 Proceedings of the first international conference on Human language technology research
Year:
2001

Citing 7
Cited 26

An Algorithm that Learns What‘s in a Name

Machine Learning - Special issue on natural language learning
A Maximum-Entropy-Inspired Parser

A Maximum-Entropy-Inspired Parser
Building a large annotated corpus of English: the penn treebank

Computational Linguistics - Special issue on using large corpora: II
Generating natural language summaries from multiple on-line sources

Computational Linguistics - Special issue on natural language generation
Sentence ordering in multidocument summarization

HLT '01 Proceedings of the first international conference on Human language technology research
Multi-document summarization by sentence extraction

NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Automatically generating extraction patterns from untagged text

AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2

Selecting sentences for multidocument summaries using randomized local search

AS '02 Proceedings of the ACL-02 Workshop on Automatic Summarization - Volume 4
Improving summarization performance by sentence compression: a pilot study

AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
The potential and limitations of automatic sentence extraction for summarization

HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
A system for query-specific document summarization

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Multi-field information extraction and cross-document fusion

ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Ontologies as facilitators for repurposing web documents

International Journal of Human-Computer Studies
Automatic creation of domain templates

COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Automatic multidocument summarization of research abstracts: Design and user evaluation

Journal of the American Society for Information Science and Technology
Detecting discrepancies in numeric estimates using multidocument hypertext summaries

HLT '02 Proceedings of the second international conference on Human Language Technology Research
iSpreadRank: Ranking sentences for extraction-based summarization using feature weight propagation in the sentence similarity network

Expert Systems with Applications: An International Journal
Information Extraction from A Whole Web Site

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Joint extraction of entities and relations for opinion recognition

EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Learning document-level semantic properties from free-text annotations

Journal of Artificial Intelligence Research
Inferring strategies for sentence ordering in multidocument news summarization

Journal of Artificial Intelligence Research
Multi-document summarisation using generic relation extraction

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Improving XML search by generating and utilizing informative result snippets

ACM Transactions on Database Systems (TODS)
BioSnowball: automated population of Wikis

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Who wrote what where: analyzing the content of human and automatic summaries

WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
Multiple documents summarization based on genetic algorithm

FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
A multi-document summarization system for sociology dissertation abstracts: design, implementation and evaluation

ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Development and evaluation of a multi-document summarization method focusing on research concepts and their research relationships

ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
An aspect-driven random walk model for topic-focused multi-document summarization

AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
A concept-based information retrieval approach for engineering domain-specific technical documents

Advanced Engineering Informatics
Extracting multi-document summaries with a double clustering approach

NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
Fully abstractive approach to guided summarization

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Summaries on the fly: query-based extraction of structured knowledge from web documents

ICWE'13 Proceedings of the 13th international conference on Web Engineering

Quantified Score

Hi-index	0.01

Visualization

Abstract

We present and evaluate the initial version of RIPTIDES, a system that combines information extraction, extraction-based summarization, and natural language generation to support user-directed multidocument summarization.