A dictionary based on concept coherence
Artificial Intelligence
Knowledge organization and access in a conceptual information system
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Constructing literature abstracts by computer: techniques and prospects
Information Processing and Management: an International Journal - Special issue on natural language processing and information retrieval
The discourse-level structure of empirical abstracts: an exploratory study
Information Processing and Management: an International Journal
Use of syntactic context to produce term association lists for text retrieval
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
The identification of important concepts in highly structured technical papers
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Using WordNet to disambiguate word senses for text retrieval
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
A full-text retrieval system with a dynamic abstract generation function
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Passage-level evidence in document retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Selection and information: a class-based approach to lexical relationships
Selection and information: a class-based approach to lexical relationships
Some advances in transformation-based part of speech tagging
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Highlights: language- and domain-independent automatic indexing terms for abstracting
Journal of the American Society for Information Science
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
WordNet: a lexical database for English
Communications of the ACM
Generating summaries from event data
Information Processing and Management: an International Journal - Special issue: summarizing text
TELLTALE: experiments in a dynamic hypertext environment for degraded and multilingual data
Journal of the American Society for Information Science - Special issue on full-text retrieval
Experiments on using semantic distances between words in image caption retrieval
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Towards content-based browsing of broadcast news video
Intelligent multimedia information retrieval
New Methods in Automatic Extracting
Journal of the ACM (JACM)
Explorations in Automatic Thesaurus Discovery
Explorations in Automatic Thesaurus Discovery
On the Use of Spreading Activation Methods in Automatic Information Retrieval
On the Use of Spreading Activation Methods in Automatic Information Retrieval
Automatic Text Decomposition Using Text Segments and Text Themes
Automatic Text Decomposition Using Text Segments and Text Themes
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
Multi-paragraph segmentation of expository text
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Noun-phrase analysis in unrestricted text for information retrieval
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
MITRE: description of the Alembic system used for MUC-6
MUC6 '95 Proceedings of the 6th conference on Message understanding
SRA: description of the SRA system as used for MUC-6
MUC6 '95 Proceedings of the 6th conference on Message understanding
The importance of proper weighting methods
HLT '93 Proceedings of the workshop on Human Language Technology
Query processing for retrieval from large text bases
HLT '93 Proceedings of the workshop on Human Language Technology
Natural language information retrieval: TIPSTER-2 final report
TIPSTER '96 Proceedings of a workshop on held at Vienna, Virginia: May 6-8, 1996
Multi-document summarization by graph search and matching
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Multiple related document summary and navigation using concept hierarchies for mobile clients
Proceedings of the 2002 ACM symposium on Applied computing
Using librarian techniques in automatic text summarization for information retrieval
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
MiTAP, text and audio processing for bio-security: a case study
Eighteenth national conference on Artificial intelligence
Towards topic-based summarization for interactive document viewing
Proceedings of the 2nd international conference on Knowledge capture
Information Processing and Management: an International Journal
SUMMAC: a text summarization evaluation
Natural Language Engineering
Query based event extraction along a timeline
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Centroid-based summarization of multiple documents
Information Processing and Management: an International 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
Correlating summarization of multi-source news with k-way graph bi-clustering
ACM SIGKDD Explorations Newsletter
Visualization-enabled multi-document summarization by Iterative Residual Rescaling
Natural Language Engineering
Integrated Feasibility Experiment for Bio-Security: IFE-Bio a TIDES demonstration
HLT '01 Proceedings of the first international conference on Human language technology research
Information gain ratio as term weight: the case of summarization of IR results
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Meta-evaluation of summaries in a cross-lingual environment using content-based metrics
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Evaluation challenges in large-scale document summarization
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Improving chronological ordering of sentences extracted from multiple newspaper articles
ACM Transactions on Asian Language Information Processing (TALIP)
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Multi-document summarization by sentence extraction
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
A common theory of information fusion from multiple text sources step one: cross-document structure
SIGDIAL '00 Proceedings of the 1st SIGdial workshop on Discourse and dialogue - Volume 10
Automatic summarization of search engine hit lists
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
Document fusion for comprehensive event description
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
Combining optimal clustering and Hidden Markov models for extractive summarization
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
One story, one flow: Hidden Markov Story Models for multilingual multidocument summarization
ACM Transactions on Speech and Language Processing (TSLP)
A multiple-document summarization system with user interaction
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Using Cross-Document Random Walks for Topic-Focused Multi-Document
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Automatic multidocument summarization of research abstracts: Design and user evaluation
Journal of the American Society for Information Science and Technology
Real users, real data, real problems: the MiTAP system for monitoring bio events
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Journal of Intelligent Information Systems
Expert Systems with Applications: An International Journal
Multi-document summarization using cluster-based link analysis
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
GA, MR, FFNN, PNN and GMM based models for automatic text summarization
Computer Speech and Language
Question Answering Summarization of Multiple Biomedical Documents
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Gather customer concerns from online product reviews - A text summarization approach
Expert Systems with Applications: An International Journal
A complex network approach to text summarization
Information Sciences: an International Journal
Document-Based HITS Model for Multi-document Summarization
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Estimating Risk of Picking a Sentence for Document Summarization
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Multi-document summarization by sentence extraction
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Capturing the User's Reading Context for Tailoring Summaries
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
An exploration of document impact on graph-based multi-document summarization
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Topic-driven multi-document summarization with encyclopedic knowledge and spreading activation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Using N-Grams to understand the nature of summaries
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Improved affinity graph based multi-document summarization
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Manifold-ranking based topic-focused multi-document summarization
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Automatic online news monitoring and classification for syndromic surveillance
Decision Support Systems
Summarizing Documents by Measuring the Importance of a Subset of Vertices within a Graph
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Customization in a unified framework for summarizing medical literature
Artificial Intelligence in Medicine
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
MiTAP text and audio processing for bio-security: a case study
IAAI'02 Proceedings of the 14th conference on Innovative applications of artificial intelligence - Volume 1
Clustering and visualization in a multi-lingual multi-document summarization system
ECIR'03 Proceedings of the 25th European conference on IR research
Automatic text summarization in engineering information management
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Proceedings of the 2nd ACM international workshop on Events in multimedia
Co-clustering sentences and terms for multi-document summarization
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Summarizing the differences in multilingual news
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Inclusion-based and exclusion-based approaches in graph-based multiple news summarization
KICSS'10 Proceedings of the 5th international conference on Knowledge, information, and creativity support systems
The great importance of cross-document relationships for multi-document summarization
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
ECDL'05 Proceedings of the 9th European conference on Research and Advanced Technology for Digital Libraries
Sentence extraction using time features in multi-document summarization
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
On using a quantum physics formalism for multidocument summarization
Journal of the American Society for Information Science and Technology
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
On macro- and micro-level information in multiple documents and its influence on summarization
International Journal of Information Management: The Journal for Information Professionals
Comparative document summarization via discriminative sentence selection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Towards a unified approach based on affinity graph to various multi-document summarizations
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Comparative Document Summarization via Discriminative Sentence Selection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Towards content-level coherence with aspect-guided summarization
ACM Transactions on Speech and Language Processing (TSLP)
| Hi-index | 0.00 |
In many modern information retrieval applications, a common problemwhich arises is the existence of multiple documents covering similarinformation, as in the case of multiple news stories about an event ora sequence of events. A particular challenge for text summarization isto be able to summarize the similarities and differences ininformation content among these documents. The approachdescribed here exploits the results of recent progress in informationextraction to represent salient units of text and their relationships.By exploiting meaningful relations between units based on ananalysis of text cohesion and the context in which thecomparison is desired, the summarizer can pinpoint similarities anddifferences, and align text segments. In evaluation experiments, thesetechniques for exploiting cohesion relations result in summaries which(i) help users more quickly complete a retrieval task (ii) result inimproved alignment accuracy over baselines, and (iii) improveidentification of topic-relevant similarities and differences.