Inference networks for document retrieval
Inference networks for document retrieval
Approaches to passage retrieval in full text information systems
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Subtopic structuring for full-length document access
SIGIR '93 Proceedings of the 16th 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
Efficient retrieval of partial documents
TREC-2 Proceedings of the second conference on Text retrieval conference
Relevance feedback with too much data
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic text decomposition and structuring
Information Processing and Management: an International Journal
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
A language modeling approach to information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A hidden Markov model information retrieval system
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Information retrieval as statistical translation
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
A general language model for information retrieval (poster abstract)
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Effective ranking with arbitrary passages
Journal of the American Society for Information Science and Technology
Document language models, query models, and risk minimization for information retrieval
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Relevance based language models
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
A study of smoothing methods for language models applied to Ad Hoc information retrieval
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Cross-lingual relevance models
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
ECDL '97 Proceedings of the First European Conference on Research and Advanced Technology for Digital Libraries
TextTiling: A Quantitative Approach to Discourse
TextTiling: A Quantitative Approach to Discourse
Cluster-based retrieval using language models
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Information Processing and Management: an International Journal - Special issue: Cross-language information retrieval
Accurately extracting coherent relevant passages using hidden Markov models
Proceedings of the 14th ACM international conference on Information and knowledge management
Extraction of coherent relevant passages using hidden Markov models
ACM Transactions on Information Systems (TOIS)
Bayesian query-focused summarization
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
A trigger language model-based IR system
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
A review of ontology based query expansion
Information Processing and Management: an International Journal
A retrospective study of a hybrid document-context based retrieval model
Information Processing and Management: an International Journal
An exploration of proximity measures in information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Semantic components enhance retrieval of domain-specific documents
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A weighted string pattern matching-based passage ranking algorithm for video question answering
Expert Systems with Applications: An International Journal
Locality-Based pruning methods for web search
ACM Transactions on Information Systems (TOIS)
A new robust relevance model in the language model framework
Information Processing and Management: an International Journal
Interpreting TF-IDF term weights as making relevance decisions
ACM Transactions on Information Systems (TOIS)
Discriminative probabilistic models for passage based retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Re-ranking search results using document-passage graphs
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Thematic Segment Retrieval Revisited
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Statistical Language Models for Information Retrieval A Critical Review
Foundations and Trends in Information Retrieval
Clusters, language models, and ad hoc information retrieval
ACM Transactions on Information Systems (TOIS)
Incorporating Passage Feature Within Language Model Framework for Information Retrieval
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Positional language models for information retrieval
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Personalized text snippet extraction using statistical language models
Pattern Recognition
Navigating in the Dark: Modeling Uncertainty in Ad Hoc Retrieval Using Multiple Relevance Models
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Extracting relevant snippets for web navigation
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Utilizing inter-passage and inter-document similarities for re-ranking search results
Proceedings of the 18th ACM conference on Information and knowledge management
A Latent Dirichlet Framework for Relevance Modeling
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Answering questions with an n-gram based passage retrieval engine
Journal of Intelligent Information Systems
Utilizing passage-based language models for ad hoc document retrieval
Information Retrieval
Using passage-based language model for opinion detection in blogs
Proceedings of the 2010 ACM Symposium on Applied Computing
Two phase indexes based passage retrieval in biomedical texts
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Completely-arbitrary passage retrieval in language modeling approach
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Applying completely-arbitrary passage for pseudo-relevance feedback in language modeling approach
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Utilizing passage-based language models for document retrieval
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Enhancing relevance models with adaptive passage retrieval
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Geometric representations for multiple documents
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Positional relevance model for pseudo-relevance feedback
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
PageRank without hyperlinks: Structural reranking using links induced by language models
ACM Transactions on Information Systems (TOIS)
Multi-document topic segmentation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Hierarchical service analytics for improving productivity in an enterprise service center
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Modeling reformulation using passage analysis
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Utilizing inter-passage and inter-document similarities for reranking search results
ACM Transactions on Information Systems (TOIS)
Opinion finding in blogs: a passage-based language modeling approach
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Concept-Based Information Retrieval Using Explicit Semantic Analysis
ACM Transactions on Information Systems (TOIS)
AskHERMES: An online question answering system for complex clinical questions
Journal of Biomedical Informatics
Learning to model relatedness for news recommendation
Proceedings of the 20th international conference on World wide web
Extraction of contextual information from medical case research report using WordNet
COMPUTE '11 Proceedings of the Fourth Annual ACM Bangalore Conference
Toward a semantic granularity model for domain-specific information retrieval
ACM Transactions on Information Systems (TOIS)
Improving the accessibility of line graphs in multimodal documents
SLPAT '11 Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies
Learning from the past: answering new questions with past answers
Proceedings of the 21st international conference on World Wide Web
Moving toward web-scale: adapting semantic components for use in large collections
FDIA'07 Proceedings of the 1st BCS IRSG conference on Future Directions in Information Access
Modeling higher-order term dependencies in information retrieval using query hypergraphs
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Adversarial content manipulation effects
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Access to multimodal articles for individuals with sight impairments
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
Extending information unit across media streams for improving retrieval effectiveness
Data & Knowledge Engineering
Modeling reformulation using query distributions
ACM Transactions on Information Systems (TOIS)
Enhancement of passage scorers by proximity-based term occurrence weighting
International Journal of Intelligent Information and Database Systems
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Previous research has shown that passage-level evidence can bring added benefits to document retrieval when documents are long or span different subject areas. Recent developments in language modeling approach to IR provided a new effective alternative to traditional retrieval models. These two streams of research motivate us to examine the use of passages in a language model framework. This paper reports on experiments using passages in a simple language model and a relevance model, and compares the results with document-based retrieval. Results from the INQUERY search engine, which is not based on a language modeling approach, are also given for comparison. Test data include two heterogeneous and one homogeneous document collections. Our experiments show that passage retrieval is feasible in the language modeling context, and more importantly, it can provide more reliable performance than retrieval based on full documents.