Problems in automatic abstracting
Communications of the ACM
Automatic abstracting and indexing—survey and recommendations
Communications of the ACM
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
A trainable document summarizer
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Abstracting of legal cases: the SALOMON experience
Proceedings of the 6th international conference on Artificial intelligence and law
Advantages of query biased summaries in information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning of generic and user-focused summarization
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
The automatic construction of large-scale corpora for summarization research
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Training a selection function for extraction
Proceedings of the eighth international conference on Information and knowledge management
Recent Studies in Automatic Text Analysis and Document Retrieval
Journal of the ACM (JACM)
Extracting sentence segments for text summarization: a machine learning approach
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Summarizing Similarities and Differences Among Related Documents
Information Retrieval
Accordion summarization for end-game browsing on PDAs and cellular phones
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Applying summarization techniques for term selection in relevance feedback
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
A new approach to unsupervised text summarization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Summarization of discussion groups
Proceedings of the tenth international conference on Information and knowledge management
Mobile delivery of news using hierarchical query-biased summaries
Proceedings of the 2002 ACM symposium on Applied computing
Learning Algorithms for Keyphrase Extraction
Information Retrieval
SIGIR '80 Proceedings of the 3rd annual ACM conference on Research and development in information retrieval
Introduction to the special issue on summarization
Computational Linguistics - Summarization
Summarizing scientific articles: experiments with relevance and rhetorical status
Computational Linguistics - Summarization
Generating indicative-informative summaries with sumUM
Computational Linguistics - Summarization
Using hidden Markov modeling to decompose human-written summaries
Computational Linguistics - Summarization
Summary Generation and Evaluation in SumUM
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
Automatic Text Summarization Using a Machine Learning Approach
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Using and Evaluating User Directed Summaries to Improve Information Access
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Multi-document Summarization Using Informative Words and Its Evaluation with a QA System
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Évaluation d'un Système pour le Résumé Automatique de Documents Électroniques
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Pyramidal Digest: An Efficient Model for Abstracting Text Databases
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
PAI: automatic indexing for extracting asserted keywords from a document
New Generation Computing - Special issue on chance discovery
Fractal summarization for mobile devices to access large documents on the web
WWW '03 Proceedings of the 12th international conference on World Wide Web
The diversity-based approach to open-domain text summarization
Information Processing and Management: an International Journal
Paraphrasing for condensation in journal abstracting
Journal of Biomedical Informatics - Special issue: Sublanguage
Fractal summarization: summarization based on fractal theory
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A task-oriented study on the influencing effects of query-biased summarisation in web searching
Information Processing and Management: an International Journal
New Feature Sets for Summarization by Sentence Extraction
IEEE Intelligent Systems
A summarization system for Chinese news from multiple sources
Journal of the American Society for Information Science and Technology
SUMMAC: a text summarization evaluation
Natural Language Engineering
Robust discourse parsing via discourse markers, topicality and position
Natural Language Engineering
Identifying topics by position
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
An automatic extraction of key paragraphs based on context dependency
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
The TIPSTER SUMMAC Text Summarization Evaluation
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Cross-lingual C*ST*RD: English access to Hindi information
ACM Transactions on Asian Language Information Processing (TALIP)
Cross-language headline generation for Hindi
ACM Transactions on Asian Language Information Processing (TALIP)
Project for production of closed-caption TV programs for the hearing impaired
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Evaluation of importance of sentences based on connectivity to title
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Trainable, scalable summarization using robust NLP and machine learning
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Multidocument summarization: An added value to clustering in interactive retrieval
ACM Transactions on Information Systems (TOIS)
The effects of analysing cohesion on document summarisation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
A method for abstracting newspaper articles by using surface clues
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
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
Focused named entity recognition using machine learning
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
World wide web site summarization
Web Intelligence and Agent Systems
Text summarization using a trainable summarizer and latent semantic analysis
Information Processing and Management: an International Journal - Special issue: An Asian digital libraries perspective
Extracting important sentences with support vector machines
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Producing biographical summaries: combining linguistic knowledge with corpus statistics
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
From single to multi-document summarization: a prototype system and its evaluation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
iNeATS: interactive multi-document summarization
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2
Automatic summarization of voicemail messages using lexical and prosodic features
ACM Transactions on Speech and Language Processing (TSLP)
Extracting conceptual relationships from specialized documents
Data & Knowledge Engineering - Special issue: ER 2002
Induction of Word and Phrase Alignments for Automatic Document Summarization
Computational Linguistics
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
A knowledge-based approach to text classification
SIGHAN '02 Proceedings of the first SIGHAN workshop on Chinese language processing - Volume 18
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
A practical text summarizer by paragraph extraction for Thai
AsianIR '03 Proceedings of the sixth international workshop on Information retrieval with Asian languages - Volume 11
Automated text summarization and the SUMMARIST system
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
Evaluation of features for sentence extraction on different types of corpora
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Hedge Trimmer: a parse-and-trim approach to headline generation
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
Multi-document summarization using off the shelf compression software
HLT-NAACL-DUC '03 Proceedings of the HLT-NAACL 03 on Text summarization workshop - Volume 5
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 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
Query reformulation using automatically generated query concepts from a document space
Information Processing and Management: an International Journal
The impact analysis of language differences on an automatic multilingual text summarization system
Journal of the American Society for Information Science and Technology
Construction of query concepts based on feature clustering of documents
Information Retrieval
Investigating the use of summarisation for interactive XML retrieval
Proceedings of the 2006 ACM symposium on Applied computing
Effective search results summary size and device screen size: is there a relationship?
Information Processing and Management: an International Journal
Concept frequency distribution in biomedical text summarization
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A system for query-specific document summarization
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
From social bookmarking to social summarization: an experiment in community-based summary generation
Proceedings of the 12th international conference on Intelligent user interfaces
A formal model for information selection in multi-sentence text extraction
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Using syntactic information to extract relevant terms for multi-document summarization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Using gene expression programming to construct sentence ranking functions for text summarization
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
An information delivery system with automatic summarization for mobile commerce
Decision Support Systems
Web Intelligence and Agent Systems
P-TAG: large scale automatic generation of personalized annotation tags for the web
Proceedings of the 16th international conference on World Wide Web
Journal of Biomedical Informatics
Learning-based summarisation of XML documents
Information Retrieval
Investigating sentence weighting components for automatic summarisation
Information Processing and Management: an International Journal
Personalized query expansion for the web
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
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
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Task-based evaluation of text summarization using Relevance Prediction
Information Processing and Management: an International Journal
User-model based personalized summarization
Information Processing and Management: an International Journal
Automatic multidocument summarization of research abstracts: Design and user evaluation
Journal of the American Society for Information Science and Technology
Using position, fonts and cited references to retrieve scientific documents
Journal of Information Science
Automated multi-document summarization in NeATS
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Patent surrogate extraction and evaluation in the context of patent mapping
Journal of Information Science
Learning query-biased web page summarization
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
PeRSSonal's core functionality evaluation: Enhancing text labeling through personalized summaries
Data & Knowledge Engineering
Locality-Based pruning methods for web search
ACM Transactions on Information Systems (TOIS)
Design and development of a concept-based multi-document summarization system for research abstracts
Journal of Information Science
Journal of Intelligent Information Systems
Web content adaptation classification and summarization in mobile devices
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Expert Systems with Applications: An International Journal
GA, MR, FFNN, PNN and GMM based models for automatic text summarization
Computer Speech and Language
Combining Multiple Features for Automatic Text Summarization through Machine Learning
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
An Efficient Statistical Approach for Automatic Organic Chemistry Summarization
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
SABIO: A BIOLOGICALLY PLAUSIBLE CONNECTIONIST APPROACH TO AUTOMATIC TEXT SUMMARIZATION
Applied Artificial Intelligence
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
Web content summarization using social bookmarks: a new approach for social summarization
Proceedings of the 10th ACM workshop on Web information and data management
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
Improving meeting summarization by focusing on user needs: a task-oriented evaluation
Proceedings of the 14th international conference on Intelligent user interfaces
NEO-CORTEX: A Performant User-Oriented Multi-Document Summarization System
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Event-Based Summarization Using Time Features
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Investigations on event-based summarization
COLING ACL '06 Proceedings of the 21st International Conference on computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
A SVM-Based Ensemble Approach to Multi-Document Summarization
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Towards automatic generation of gene summary
BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
Sentence position revisited: a robust light-weight update summarization 'baseline' algorithm
CLIAWS3 '09 Proceedings of the Third International Workshop on Cross Lingual Information Access: Addressing the Information Need of Multilingual Societies
Keyphrase extraction for labeling a website topic hierarchy
Proceedings of the 11th International Conference on Electronic Commerce
A skip-chain conditional random field for ranking meeting utterances by importance
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Summarization with a joint model for sentence extraction and compression
ILP '09 Proceedings of the Workshop on Integer Linear Programming for Natural Langauge Processing
Mixed-source multi-document speech-to-text summarization
MMIES '08 Proceedings of the Workshop on Multi-source Multilingual Information Extraction and Summarization
Topic-driven multi-document summarization with encyclopedic knowledge and spreading activation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
LexRank: graph-based lexical centrality as salience in text summarization
Journal of Artificial Intelligence Research
Concept-graph based biomedical automatic summarization using ontologies
TextGraphs-3 Proceedings of the 3rd Textgraphs Workshop on Graph-Based Algorithms for Natural Language Processing
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
Do automatic annotation techniques have any impact on supervised complex question answering?
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Predicting unknown time arguments based on cross-event propagation
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Swarm Diversity Based Text Summarization
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
A classification algorithm for predicting the structure of summaries
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Query reformulation using automatically generated query concepts from a document space
Information Processing and Management: an International Journal
An automated oil palm literature text summarizer framework
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
ACM Transactions on Information Systems (TOIS)
Opinion mining and summarization of reviews in web forums
Proceedings of the Third Annual ACM Bangalore Conference
Studies on intrinsic summary evaluation
International Journal of Artificial Intelligence and Soft Computing
Generating extracts with genetic algorithms
ECIR'03 Proceedings of the 25th European conference on IR research
Modelling users' interests and needs for an adaptive online information system
UM'03 Proceedings of the 9th international conference on User modeling
Feature- and query-based table of contents generation for XML documents
ECIR'07 Proceedings of the 29th European conference on IR research
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
A new hybrid summarizer based on vector space model, statistical physics and linguistics
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Extractive summarization of broadcast news: comparing strategies for European portuguese
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
Automatic text summarization of scientific articles based on classification of extract's population
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
Intertopic information mining for query-based summarization
Journal of the American Society for Information Science and Technology
Fuzzy swarm diversity hybrid model for text summarization
Information Processing and Management: an International Journal
Constructing query-biased summaries: a comparison of human and system generated snippets
Proceedings of the third symposium on Information interaction in context
A learning-based sampling approach to extractive summarization
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
A new approach to improving multilingual summarization using a genetic algorithm
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Summary of FAQs from a topical forum based on the native composition structure
Expert Systems with Applications: An International Journal
Multi-document summarization using A* search and discriminative training
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Towards a unified approach to simultaneous single-document and multi-document summarizations
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Extracting 5W1H event semantic elements from Chinese online news
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Identification of rhetorical roles for segmentation and summarization of a legal judgment
Artificial Intelligence and Law
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
A language independent approach to multilingual text summarization
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Essential summarizer: innovative automatic text summarization software in twenty languages
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
A reinforcement learning framework for answering complex questions
Proceedings of the 16th international conference on Intelligent user interfaces
Discourse indicators for content selection in summarization
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Towards automated related work summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A comparative study on ranking and selection strategies for multi-document summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A study on position information in document summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Caching query-biased snippets for efficient retrieval
Proceedings of the 14th International Conference on Extending Database Technology
A K-mixture connective-strength-based approach to automatic text summarisation
International Journal of Intelligent Systems Technologies and Applications
Multi-topical discussion summarization using structured lexical chains and cue words
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Heuristics based automatic text summarization of unstructured text
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Multi-document summarization of scientific corpora
Proceedings of the 2011 ACM Symposium on Applied Computing
Experimenting with automatic text summarisation for arabic
LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
SciSumm: a multi-document summarization system for scientific articles
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations
A semantic graph-based approach to biomedical summarisation
Artificial Intelligence in Medicine
WASDGML '11 Proceedings of the Workshop on Automatic Summarization for Different Genres, Media, and Languages
Text summarization using Latent Semantic Analysis
Journal of Information Science
Web Page Summarization for Just-in-Time Contextual Advertising
ACM Transactions on Intelligent Systems and Technology (TIST)
The cortex automatic summarization system at the QA@INEX track 2010
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused retrieval
The REG summarization system with question reformulation at QA@INEX track 2010
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused 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
A relevance feedback model for fractal summarization
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Selecting a feature set to summarize texts in brazilian portuguese
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
The use of summaries in XML retrieval
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
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
A web mining method based on personal ontology for semi-structured RDF
WISE'05 Proceedings of the 2005 international conference on Web Information Systems Engineering
A computer-assisted qualitative data analysis framework for the engineering management domain
International Journal of Data Analysis Techniques and Strategies
Automatic extraction and learning of keyphrases from scientific articles
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Automatic annotation of corpora for text summarisation: a comparative study
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
An improved approach to extract document summaries based on popularity
DNIS'05 Proceedings of the 4th international conference on Databases in Networked Information Systems
Evaluation of a system for personalized summarization of web contents
UM'05 Proceedings of the 10th international conference on User Modeling
A mathematic model for automatic summarization
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Natural Language Engineering
Automatic text summarization using two-step sentence extraction
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Impact of document structure on hierarchical summarization
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Multi-document summarization for e-learning
ICHL'09 Proceedings of the Second international conference on Hybrid Learning and Education
EM clustering algorithm for automatic text summarization
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Automatic extractive text summarization based on fuzzy logic: a sentence oriented approach
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Toward a Unified Framework for Standard and Update Multi-Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
Participants' personal note-taking in meetings and its value for automatic meeting summarisation
Information Technology and Management
Graph based single document summarization
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Combining syntax and semantics for automatic extractive single-document summarization
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Combining summaries using unsupervised rank aggregation
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Summarisation of the logical structure of XML documents
Information Processing and Management: an International Journal
An approach to summarizing Bengali news documents
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
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
Comparative document summarization via discriminative sentence selection
ACM Transactions on Knowledge Discovery from Data (TKDD)
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
Using the omega index for evaluating abstractive community detection
Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization
An extensive empirical study of feature terms selection for text summarization and categorization
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Improving the performance of the reinforcement learning model for answering complex questions
Proceedings of the 21st ACM international conference on Information and knowledge management
WikiSent: weakly supervised sentiment analysis through extractive summarization with wikipedia
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
WISM'12 Proceedings of the 2012 international conference on Web Information Systems and Mining
Sentence length bias in TREC novelty track judgements
Proceedings of the Seventeenth Australasian Document Computing Symposium
Obtaining single document summaries using latent dirichlet allocation
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
An improved evolutionary algorithm for extractive text summarization
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Discursive sentence compression
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
A genetic graph-based clustering approach to biomedical summarization
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Extractive summarisation via sentence removal: condensing relevant sentences into a short summary
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
On the effect of stemming algorithms on extractive summarization: a case study
Proceedings of the 17th Panhellenic Conference on Informatics
Online debate summarization using topic directed sentiment analysis
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
TopicDSDR: combining topic decomposition and data reconstruction for summarization
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Summarization of legal texts with high cohesion and automatic compression rate
JSAI-isAI'12 Proceedings of the 2012 international conference on New Frontiers in Artificial Intelligence
Semisupervised learning based opinion summarization and classification for online product reviews
Applied Computational Intelligence and Soft Computing
Extractive single-document summarization based on genetic operators and guided local search
Expert Systems with Applications: An International Journal
| Hi-index | 0.01 |
This paper describes new methods of automatically extracting documents for screening purposes, i.e. the computer selection of sentences having the greatest potential for conveying to the reader the substance of the document. While previous work has focused on one component of sentence significance, namely, the presence of high-frequency content words (key words), the methods described here also treat three additional components: pragmatic words (cue words); title and heading words; and structural indicators (sentence location).The research has resulted in an operating system and a research methodology. The extracting system is parameterized to control and vary the influence of the above four components. The research methodology includes procedures for the compilation of the required dictionaries, the setting of the control parameters, and the comparative evaluation of the automatic extracts with manually produced extracts. The results indicate that the three newly proposed components dominate the frequency component in the production of better extracts.