NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
Building natural language generation systems
Building natural language generation systems
Learning search engine specific query transformations for question answering
Proceedings of the 10th international conference on World Wide Web
Advances in Automatic Text Summarization
Advances in Automatic Text Summarization
Introduction to Algorithms
Multi-paragraph segmentation of expository text
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Information fusion in the context of multi-document summarization
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Hierarchical Clustering Algorithms for Document Datasets
Data Mining and Knowledge Discovery
Ranking algorithms for named-entity extraction: boosting and the voted perceptron
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Sentence alignment for monolingual comparable corpora
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
Summarizing encyclopedic term descriptions on the web
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
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Answering Clinical Questions with Knowledge-Based and Statistical Techniques
Computational Linguistics
Automatic creation of domain templates
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Autonomously semantifying wikipedia
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
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
Topic-driven multi-document summarization with encyclopedic knowledge and spreading activation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Decoding wikipedia categories for knowledge acquisition
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Beyond the pipeline: discrete optimization in NLP
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
A study of global inference algorithms in multi-document summarization
ECIR'07 Proceedings of the 29th European conference on IR research
Generating templates of entity summaries with an entity-aspect model and pattern mining
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Knowledge-rich Word Sense Disambiguation rivaling supervised systems
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Focused and aggregated search: a perspective from natural language generation
Information Retrieval
Unsupervised synthesis of multilingual Wikipedia articles
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Exploiting structured ontology to organize scattered online opinions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A rhetorical syntax-driven model for speech summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Empirical methods in natural language generation
Assisting cross-lingual editing in collaborative writing
ACM SIGWEB Newsletter
A comparative study on ranking and selection strategies for multi-document summarization
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Learning web query patterns for imitating Wikipedia articles
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Providing cross-lingual editing assistance to Wikipedia editors
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Taxonomy induction based on a collaboratively built knowledge repository
Artificial Intelligence
COMPENDIUM: a text summarization system for generating abstracts of research papers
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
Mail2Wiki: low-cost sharing and early curation from email to wikis
Proceedings of the 5th International Conference on Communities and Technologies
Text summarisation in progress: a literature review
Artificial Intelligence Review
Learning to simplify sentences with quasi-synchronous grammar and integer programming
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Generating aspect-oriented multi-document summarization with event-aspect model
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Active objects: actions for entity-centric search
Proceedings of the 21st international conference on World Wide Web
Editorial: Occupation inference through detection and classification of biographical activities
Data & Knowledge Engineering
Automatically building templates for entity summary construction
Information Processing and Management: an International Journal
Evaluating Entity Linking with Wikipedia
Artificial Intelligence
Managing information disparity in multilingual document collections
ACM Transactions on Speech and Language Processing (TSLP)
Updating users about time critical events
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Aggregated search: A new information retrieval paradigm
ACM Computing Surveys (CSUR)
Editorial: COMPENDIUM: A text summarization system for generating abstracts of research papers
Data & Knowledge Engineering
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In this paper, we investigate an approach for creating a comprehensive textual overview of a subject composed of information drawn from the Internet. We use the high-level structure of human-authored texts to automatically induce a domain-specific template for the topic structure of a new overview. The algorithmic innovation of our work is a method to learn topic-specific extractors for content selection jointly for the entire template. We augment the standard perceptron algorithm with a global integer linear programming formulation to optimize both local fit of information into each topic and global coherence across the entire overview. The results of our evaluation confirm the benefits of incorporating structural information into the content selection process.