The effectiveness and efficiency of agglomerative hierarchic clustering in document retrieval
The effectiveness and efficiency of agglomerative hierarchic clustering in document retrieval
Recent trends in hierarchic document clustering: a critical review
Information Processing and Management: an International Journal
Comparison of hierarchic agglomerative clustering methods for document retrieval
The Computer Journal
Reexamining the cluster hypothesis: scatter/gather on retrieval results
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
The cluster hypothesis revisited
SIGIR '85 Proceedings of the 8th 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
Cluster-based language models for distributed retrieval
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
A probabilistic model of information retrieval: development and comparative experiments
Information Processing and Management: an International Journal
A probabilistic model of information retrieval: development and comparative experiments Part 2
Information Processing and Management: an International Journal
Relevance based language models
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating document clustering for interactive information retrieval
Proceedings of the tenth international conference on Information and knowledge management
Information Retrieval
Two-stage language models for information retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Novelty and redundancy detection in adaptive filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Passage retrieval based on language models
Proceedings of the eleventh international conference on Information and knowledge management
The effectiveness of query-specific hierarchic clustering in information retrieval
Information Processing and Management: an International Journal
Language Modeling for Information Retrieval
Language Modeling for Information Retrieval
Better than the real thing?: iterative pseudo-query processing using cluster-based language models
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
PageRank without hyperlinks: structural re-ranking using links induced by language models
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Accurate language model estimation with document expansion
Proceedings of the 14th ACM international conference on Information and knowledge management
Finding experts in community-based question-answering services
Proceedings of the 14th ACM international conference on Information and knowledge management
Regularizing ad hoc retrieval scores
Proceedings of the 14th ACM international conference on Information and knowledge management
High-performance FAQ retrieval using an automatic clustering method of query logs
Information Processing and Management: an International Journal
Respect my authority!: HITS without hyperlinks, utilizing cluster-based language models
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Context-sensitive semantic smoothing for the language modeling approach to genomic IR
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
LDA-based document models for ad-hoc retrieval
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Representing clusters for retrieval
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
A scaleable document clustering approach for large document corpora
Information Processing and Management: an International Journal
A relevance feedback mechanism for cluster-based retrieval
Information Processing and Management: an International Journal
Hoarding location-based data using clustering
Proceedings of the 4th ACM international workshop on Mobility management and wireless access
Combining structured and unstructured information in a retrieval model for accessing legislation
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Video search reranking via information bottleneck principle
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Incorporating query difference for learning retrieval functions in world wide web search
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Incremental hierarchical clustering of text documents
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Document re-ranking using cluster validation and label propagation
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Language model information retrieval with document expansion
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Language model-based document clustering using random walks
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Adaptive document clustering based on query-based similarity
Information Processing and Management: an International Journal
An empirical study of query expansion and cluster-based retrieval in language modeling approach
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Inferential language models for information retrieval
ACM Transactions on Asian Language Information Processing (TALIP)
Cluster-based patent retrieval
Information Processing and Management: an International Journal
Efficient summarization-aware search for online news articles
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Parsimonious translation models for information retrieval
Information Processing and Management: an International Journal
Using query contexts in information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Latent concept expansion using markov random fields
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A study of Poisson query generation model for information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Using social annotations to improve language model for information retrieval
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
An investigation into the stability of contextual document clustering
Journal of the American Society for Information Science and Technology
Smoothing document language models with probabilistic term count propagation
Information Retrieval
Incremental cluster-based retrieval using compressed cluster-skipping inverted files
ACM Transactions on Information Systems (TOIS)
The opposite of smoothing: a language model approach to ranking query-specific document clusters
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A cluster-based resampling method for pseudo-relevance feedback
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Discovering key concepts in verbose queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A rank-aggregation approach to searching for optimal query-specific clusters
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A general optimization framework for smoothing language models on graph structures
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
Navigating information spaces: A case study of related article search in PubMed
Information Processing and Management: an International Journal
Entity Ranking from Annotated Text Collections Using Multitype Topic Models
Focused Access to XML Documents
Adapting information retrieval to query contexts
Information Processing and Management: an International Journal
Evaluating topic models for information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
Passage relevance models for genomics search
Proceedings of the 2nd international workshop on Data and text mining in bioinformatics
Topic models and a revisit of text-related applications
Proceedings of the 2nd PhD workshop on Information and knowledge management
User language model for collaborative personalized search
ACM Transactions on Information Systems (TOIS)
Proceedings of the Second ACM International Conference on Web Search and Data Mining
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)
Proceedings of the 18th international conference on World wide web
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
A Comparative Study of Utilizing Topic Models for Information Retrieval
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Enhancing Expert Finding Using Organizational Hierarchies
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Evaluation of Text Clustering Algorithms with N-Gram-Based Document Fingerprints
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
A survey of Web clustering engines
ACM Computing Surveys (CSUR)
Re-ranking search results using language models of query-specific clusters
Information Retrieval
The Journal of Supercomputing
Building enriched document representations using aggregated anchor text
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Positional language models for information retrieval
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Integrating clusters created offline with query-specific clusters for document retrieval
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A joint information model for n-best ranking
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
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
Context-based message expansion for disentanglement of interleaved text conversations
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
The use of categorization information in language models for question retrieval
Proceedings of the 18th ACM conference on Information and knowledge management
Utilizing inter-passage and inter-document similarities for re-ranking search results
Proceedings of the 18th ACM conference on Information and knowledge management
Online community search using thread structure
Proceedings of the 18th ACM conference on Information and knowledge management
Pseudo relevance feedback using semantic clustering in relevance language model
Proceedings of the 18th ACM conference on Information and knowledge management
A Clustering Framework Based on Adaptive Space Mapping and Rescaling
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Re-ranking Documents Based on Query-Independent Document Specificity
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Multilingual spectral clustering using document similarity propagation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
High-performance FAQ retrieval using an automatic clustering method of query logs
Information Processing and Management: an International Journal
ACM Transactions on Information Systems (TOIS)
Modeling term associations for ad-hoc retrieval performance within language modeling framework
ECIR'07 Proceedings of the 29th European conference on IR research
Using social annotations to smooth the language model for IR
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Using landing pages for sponsored search ad selection
Proceedings of the 19th international conference on World wide web
Document clustering of scientific texts using citation contexts
Information Retrieval
A statistical view of binned retrieval models
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Evaluating text representations for retrieval of the best group of documents
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Query-based inter-document similarity using probabilistic co-relevance model
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Community-based ranking of the social web
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Context-based clustering of image search results
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Conceptual language models for domain-specific retrieval
Information Processing and Management: an International Journal
Language models learning for domain-specific natural language user interaction
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A content based approach for discovering missing anchor text for web search
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)
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting site-level information to improve web search
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)
Investigating retrieval performance with manually-built topic models
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Document expansion based on WordNet for robust IR
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Search with synonyms: problems and solutions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Proceedings of the 8th Working Conference on Mining Software Repositories
Context-sensitive ranking for document retrieval
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
User-related tag expansion for web document clustering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Exploiting thread structures to improve smoothing of language models for forum post retrieval
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Jigs and lures: associating web queries with structured entities
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Query by document via a decomposition-based two-level retrieval approach
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Enriching document representation via translation for improved monolingual information retrieval
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Cluster-based fusion of retrieved lists
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Re-ranking search results using an additional retrieved list
Information Retrieval
BPM'11 Proceedings of the 9th international conference on Business process management
Negation for document re-ranking in ad-hoc retrieval
ICTIR'11 Proceedings of the Third international conference on Advances in information retrieval theory
Multi-facets quality assessment of online opinionated expressions
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
From "identical" to "similar": fusing retrieved lists based on inter-document similarities
Journal of Artificial Intelligence Research
The opposite of smoothing: a language model approach to ranking query-specific document clusters
Journal of Artificial Intelligence Research
Discovering missing click-through query language information for web search
Proceedings of the 20th ACM international conference on Information and knowledge management
Interactive sense feedback for difficult queries
Proceedings of the 20th ACM international conference on Information and knowledge management
Exploring categorization property of social annotations for information retrieval
Proceedings of the 20th ACM international conference on Information and knowledge management
Does word sense disambiguation improve information retrieval?
Proceedings of the fourth workshop on Exploiting semantic annotations in information retrieval
Exploiting clustering approaches for image re-ranking
Journal of Visual Languages and Computing
Text mining and probabilistic language modeling for online review spam detection
ACM Transactions on Management Information Systems (TMIS)
Online community search using conversational structures
Information Retrieval
A cluster based pseudo feedback technique which exploits good and bad clusters
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Cluster-based patent retrieval using international patent classification system
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
A clustered retrieval approach for categorizing and annotating images
CLEF'05 Proceedings of the 6th international conference on Cross-Language Evalution Forum: accessing Multilingual Information Repositories
Improving FAQ retrieval using query log clustering in latent semantic space
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
An empirical study of query expansion and cluster-based retrieval in language modeling approach
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Effective query model estimation using parsimonious translation model in language modeling approach
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Wikipedia-based semantic smoothing for the language modeling approach to information retrieval
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
LSM: language sense model for information retrieval
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Retrieval based on language model with relative entropy and feedback
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Evaluating subtopic retrieval methods: Clustering versus diversification of search results
Information Processing and Management: an International Journal
Estimation of query model from parsimonious translation model
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Improving retrievability with improved cluster-based pseudo-relevance feedback selection
Expert Systems with Applications: An International Journal
ACM Transactions on Information Systems (TOIS)
An empirical study of SLDA for information retrieval
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
The optimum clustering framework: implementing the cluster hypothesis
Information Retrieval
Towards a better understanding of language model information retrieval
FDIA'08 Proceedings of the 2nd BCS IRSG conference on Future Directions in Information Access
LDA-Based topic modeling in labeling blog posts with wikipedia entries
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Memory-restricted latent semantic analysis to accumulate term-document co-occurrence events
Pattern Recognition Letters
Foundations and Trends in Information Retrieval
Improving retrieval of short texts through document expansion
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
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
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Query-performance prediction and cluster ranking: two sides of the same coin
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploring the cluster hypothesis, and cluster-based retrieval, over the web
Proceedings of the 21st ACM international conference on Information and knowledge management
Information Processing and Management: an International Journal
Clustering and labeling of multi-dimensional mixed structured data
Search Computing
Probabilistic co-relevance for query-sensitive similarity measurement in information retrieval
Information Processing and Management: an International Journal
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
A document is known by the company it keeps: neighborhood consensus for short text categorization
Language Resources and Evaluation
Addressing diverse corpora with cluster-based term weighting
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Ranking document clusters using markov random fields
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A deterministic resampling method using overlapping document clusters for pseudo-relevance feedback
Information Processing and Management: an International Journal
Reading contexts for structured documents retrieval
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Incorporating social anchors for ad hoc retrieval
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
A novel neighborhood based document smoothing model for information retrieval
Information Retrieval
Improving pseudo-relevance feedback via tweet selection
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Integrated instance- and class-based generative modeling for text classification
Proceedings of the 18th Australasian Document Computing Symposium
Self-help: Seeking out perplexing images for ever improving topological mapping
International Journal of Robotics Research
Utilizing global and path information with language modelling for hierarchical text classification
Journal of Information Science
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Previous research on cluster-based retrieval has been inconclusive as to whether it does bring improved retrieval effectiveness over document-based retrieval. Recent developments in the language modeling approach to IR have motivated us to re-examine this problem within this new retrieval framework. We propose two new models for cluster-based retrieval and evaluate them on several TREC collections. We show that cluster-based retrieval can perform consistently across collections of realistic size, and significant improvements over document-based retrieval can be obtained in a fully automatic manner and without relevance information provided by human.