A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic text decomposition using text segments and text themes
Proceedings of the the seventh ACM conference on Hypertext
Automatic text structuring and summarization
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
Advantages of query biased summaries in information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Summarizing text documents: sentence selection and evaluation metrics
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
New Methods in Automatic Extracting
Journal of the ACM (JACM)
OCELOT: a system for summarizing Web pages
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Automatically summarising Web sites: is there a way around it?
Proceedings of the ninth international conference on Information and knowledge management
Retrieving and organizing web pages by “information unit”
Proceedings of the 10th international conference on World Wide Web
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Finding relevant documents using top ranking sentences: an evaluation of two alternative schemes
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
DBXplorer: enabling keyword search over relational databases
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Adding Structure to Unstructured Data
ICDT '97 Proceedings of the 6th International Conference on Database Theory
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Beyond Steiner's Problem: A VLSI Oriented Generalization
WG '89 Proceedings of the 15th International Workshop on Graph-Theoretic Concepts in Computer Science
XRANK: ranked keyword search over XML documents
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Generating natural language summaries from multiple on-line sources
Computational Linguistics - Special issue on natural language generation
Identifying topics by position
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
The rhetorical parsing of natural language texts
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Learning block importance models for web pages
Proceedings of the 13th international conference on World Wide Web
The automated acquisition of topic signatures for text summarization
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Fast generation of abstracts from general domain text corpora by extracting relevant sentences
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Stylistic and lexical co-training for web block classification
Proceedings of the 6th annual ACM international workshop on Web information and data management
Multidocument summarization via information extraction
HLT '01 Proceedings of the first international conference on Human language technology research
Bidirectional expansion for keyword search on graph databases
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Structure-based query-specific document summarization
Proceedings of the 14th ACM international conference on Information and knowledge management
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
Text summarization challenge 2: text summarization evaluation at NTCIR workshop 3
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Keyword Proximity Search in XML Trees
IEEE Transactions on Knowledge and Data Engineering
Discover: keyword search in relational databases
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Efficient IR-style keyword search over relational databases
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Objectrank: authority-based keyword search in databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
LexRank: graph-based lexical centrality as salience in text summarization
Journal of Artificial Intelligence Research
Clustering and visualization in a multi-lingual multi-document summarization system
ECIR'03 Proceedings of the 25th European conference on IR research
The influence of caption features on clickthrough patterns in web search
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Sentence Ordering for Coherent Multi-document Summary Generation
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Ontology-Based Natural Query Retrieval Using Conceptual Graphs
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Incremental Personalised Summarisation with Novelty Detection
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Automatic personalized text summarization agent using generic relevance weight based on NMF
ICOIN'09 Proceedings of the 23rd international conference on Information Networking
A document-sensitive graph model for multi-document summarization
Knowledge and Information Systems
Improving XML search by generating and utilizing informative result snippets
ACM Transactions on Database Systems (TODS)
Automatically documenting program changes
Proceedings of the IEEE/ACM international conference on Automated software engineering
Automated skimming in response to questions for nonvisual readers
SLPAT '10 Proceedings of the NAACL HLT 2010 Workshop on Speech and Language Processing for Assistive Technologies
Learning web query patterns for imitating Wikipedia articles
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Query-biased summarization considering difference of paragraphs
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Automatic query-based personalized summarization that uses pseudo relevance feedback with NMF
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
Summarizing highly structured documents for effective search interaction
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Comprehension-based result snippets
Proceedings of the 21st ACM international conference on Information and knowledge management
Language independent query focused snippet generation
CLEF'12 Proceedings of the Third international conference on Information Access Evaluation: multilinguality, multimodality, and visual analytics
Sentence length bias in TREC novelty track judgements
Proceedings of the Seventeenth Australasian Document Computing Symposium
Panorama: a semantic-aware application search framework
Proceedings of the 16th International Conference on Extending Database Technology
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There has been a great amount of work on query-independent summarization of documents. However, due to the success of Web search engines query-specific document summarization (query result snippets) has become an important problem, which has received little attention. We present a method to create query-specific summaries by identifying the most query-relevant fragments and combining them using the semantic associations within the document. In particular, we first add structure to the documents in the preprocessing stage and convert them to document graphs. Then, the best summaries are computed by calculating the top spanning trees on the document graphs. We present and experimentally evaluate efficient algorithms that support computing summaries in interactive time. Furthermore, the quality of our summarization method is compared to current approaches using a user survey.