WordNet: a lexical database for English
Communications of the ACM
Web document clustering: a feasibility demonstration
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Grouper: a dynamic clustering interface to Web search results
WWW '99 Proceedings of the eighth international conference on World Wide Web
Link Based Clustering of Web Search Results
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Simple Semantics in Topic Detection and Tracking
Information Retrieval
Learning to cluster web search results
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
TopCat: Data Mining for Topic Identification in a Text Corpus
IEEE Transactions on Knowledge and Data Engineering
Semantic language models for topic detection and tracking
NAACLstudent '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3
Scalable hierarchical topic detection: exploring a sample based approach
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A search result clustering method using informatively named entities
Proceedings of the 7th annual ACM international workshop on Web information and data management
Sentence Similarity Based on Semantic Nets and Corpus Statistics
IEEE Transactions on Knowledge and Data Engineering
An equivalent pseudoword solution to Chinese word sense disambiguation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Relevance models for topic detection and tracking
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Measuring Semantic Similarity between Words Using HowNet
ICCSIT '08 Proceedings of the 2008 International Conference on Computer Science and Information Technology
Expert Systems with Applications: An International Journal
Sentence similarity computation based on feature set
CSCWD '09 Proceedings of the 2009 13th International Conference on Computer Supported Cooperative Work in Design
Corpus-based and knowledge-based measures of text semantic similarity
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
WordNet::Similarity: measuring the relatedness of concepts
HLT-NAACL--Demonstrations '04 Demonstration Papers at HLT-NAACL 2004
Topic initiator detection on the world wide web
Proceedings of the 19th international conference on World wide web
Two-tier similarity model for story link detection
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A Study on Recommendation Features for an RSS Reader
CYBERC '10 Proceedings of the 2010 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery
Scalable clustering of news search results
Proceedings of the fourth ACM international conference on Web search and data mining
LTP: a Chinese Language Technology Platform
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Demonstrations
Word sense language model for information retrieval
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
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Current news search engines return results in many clusters, but often not very accurate. This paper studies fine-grained topic detection within news search results, which faces the challenges of short result length and highly related content. We propose an agglomerative clustering algorithm with a novel combination of similarity measures and use simulated annealing for optimization. Experimental results demonstrate that our approach can significantly outperform original search engine results.