Elements of information theory
Elements of information theory
Building a large-scale knowledge base for machine translation
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
An empirical study of automated dictionary construction for information extraction in three domains
Artificial Intelligence - Special volume on empirical methods
Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Accurate methods for the statistics of surprise and coincidence
Computational Linguistics - Special issue on using large corpora: I
TextTiling: segmenting text into multi-paragraph subtopic passages
Computational Linguistics
Word association norms, mutual information, and lexicography
ACL '89 Proceedings of the 27th annual meeting on Association for Computational Linguistics
Recommendations without user preferences: a natural language processing approach
Proceedings of the 8th international conference on Intelligent user interfaces
Topic Detection Using Lexical Chains
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Cross-lingual C*ST*RD: English access to Hindi information
ACM Transactions on Asian Language Information Processing (TALIP)
Unsupervised learning of soft patterns for generating definitions from online news
Proceedings of the 13th international conference on World Wide Web
Concept extraction from legal cases: the use of a statistic of coincidence
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
An overview of methods and tools for ontology learning from texts
The Knowledge Engineering Review
Fine grained classification of named entities
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
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
A web-trained extraction summarization system
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Topic themes for multi-document summarization
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
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
Answering complex questions with random walk models
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
A system for query-specific document summarization
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Experiments with interactive question-answering
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Espresso: leveraging generic patterns for automatically harvesting semantic relations
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Corpus and evaluation measures for multiple document summarization with multiple sources
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Incremental topic representations
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Question answering based on semantic structures
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
FERRET: interactive question-answering for real-world environments
COLING-ACL '06 Proceedings of the COLING/ACL on Interactive presentation sessions
Topic-focused multi-document summarization using an approximate oracle score
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
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
Structured retrieval for question answering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Detecting research topics via the correlation between graphs and texts
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic summarising: The state of the art
Information Processing and Management: an International Journal
Satisfying information needs with multi-document summaries
Information Processing and Management: an International Journal
Document concept lattice for text understanding and summarization
Information Processing and Management: an International Journal
Experiments in multidocument summarization
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Automated multi-document summarization in NeATS
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Storyline-based summarization for news topic retrospection
Decision Support Systems
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Retrieval of Relevant Concepts from a Text Collection
Current Topics in Artificial Intelligence
AdaSum: an adaptive model for summarization
Proceedings of the 17th ACM conference on Information and knowledge management
Estimating Risk of Picking a Sentence for Document Summarization
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Query-Focused Summarization by Combining Topic Model and Affinity Propagation
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
An Extractive Text Summarizer Based on Significant Words
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Whetting the appetite of scientists: producing summaries tailored to the citation context
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Measuring importance and query relevance in topic-focused multi-document summarization
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
Towards automatic generation of gene summary
BioNLP '09 Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing
Lexical access based on underspecified input
COGALEX '08 Proceedings of the workshop on Cognitive Aspects of the Lexicon
KnowNet: building a large net of knowledge from the web
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Extractive summarization using supervised and semi-supervised learning
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Performance confidence estimation for automatic summarization
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Quality assessment of large scale knowledge resources
EMNLP '06 Proceedings of the 2006 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
Single document summarization with document expansion
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
SemEval-2007 task 16: evaluation of wide coverage knowledge resources
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
TKB-UO: using sense clustering for WSD
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Multi-document summarization by maximizing informative content-words
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
KnowNet: a proposal for building highly connected and dense knowledge bases from the web
STEP '08 Proceedings of the 2008 Conference on Semantics in Text Processing
Question answering using ontological semantics
TextMean '04 Proceedings of the 2nd Workshop on Text Meaning and Interpretation
An Unsupervised Model of Exploiting the Web to Answer Definitional Questions
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Enhanced interactive question-answering with conditional random fields
IQA '06 Proceedings of the Interactive Question Answering Workshop at HLT-NAACL 2006
Learning document aboutness from implicit user feedback and document structure
Proceedings of the 18th ACM conference on Information and knowledge management
Using scenario knowledge in automatic question answering
SumQA '06 Proceedings of the Workshop on Task-Focused Summarization and Question Answering
Co-feedback ranking for query-focused summarization
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Summarizing definition from Wikipedia
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Automatically evaluating content selection in summarization without human models
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
MLQA '06 Proceedings of the Workshop on Multilingual Question Answering
Computational Linguistics
Exploiting neighborhood knowledge for single document summarization and keyphrase extraction
ACM Transactions on Information Systems (TOIS)
A document clustering algorithm for discovering and describing topics
Pattern Recognition Letters
Using topic themes for multi-document summarization
ACM Transactions on Information Systems (TOIS)
GSPSummary: a graph-based sub-topic partition algorithm for summarization
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Arabic/English multi-document summarization with CLASSY: the past and the future
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
EUSUM: extracting easy-to-understand english summaries for non-native readers
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Summarizing textual information about locations in a geo-spatial information display system
HLT-DEMO '10 Proceedings of the NAACL HLT 2010 Demonstration Session
An extractive supervised two-stage method for sentence compression
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Cross-language document summarization based on machine translation quality prediction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Discourse indicators for content selection in summarization
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Nouveau-rouge: A novelty metric for update summarization
Computational Linguistics
Summarizing textual information about locations
Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts of ACL 2011
Discovery of topically coherent sentences for extractive summarization
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Using bilingual information for cross-language document summarization
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Automatically predicting peer-review helpfulness
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
A hierarchical model of web summaries
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Summarizing the differences in multilingual news
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Understanding differences in perceived peer-review helpfulness using natural language processing
IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
A survey on question answering technology from an information retrieval perspective
Information Sciences: an International Journal
Word sense disambiguation based on word sense clustering
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
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
Text summarisation in progress: a literature review
Artificial Intelligence Review
Turning the web into a database: extracting data and structure
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
Automatically structuring domain knowledge from text: An overview of current research
Information Processing and Management: an International Journal
An aspect-driven random walk model for topic-focused multi-document summarization
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Revisiting centrality-as-relevance: support sets and similarity as geometric proximity
Journal of Artificial Intelligence Research
Information Processing and Management: an International Journal
Survey on ontology learning from Web and open issues
ISIICT'09 Proceedings of the Third international conference on Innovation and Information and Communication Technology
Editorial: Occupation inference through detection and classification of biographical activities
Data & Knowledge Engineering
An interactive analytic tool for peer-review exploration
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
Text summarization while maximizing multiple objectives with lagrangian relaxation
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Determining the conceptual space of metaphoric expressions
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Exploring hypergraph-based semi-supervised ranking for query-oriented summarization
Information Sciences: an International Journal
Automatically assessing machine summary content without a gold standard
Computational Linguistics
Summarization of scientific documents by detecting common facts in citations
Future Generation Computer Systems
Information Sciences: an International Journal
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In order to produce a good summary, one has to identify the most relevant portions of a given text. We describe in this paper a method for automatically training topic signatures-sets of related words, with associated weights, organized around head topics and illustrate with signatures we created with 6,194 TREC collection texts over 4 selected topics. We describe the possible integration of topic signatures with outologies and its evaluaton on an automated text summarization system.