CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
Learning in graphical models
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
SemTag and seeker: bootstrapping the semantic web via automated semantic annotation
WWW '03 Proceedings of the 12th international conference on World Wide Web
Word sense disambiguation using Conceptual Density
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
Ruling Out PTAS for Graph Min-Bisection, Densest Subgraph and Bipartite Clique
FOCS '04 Proceedings of the 45th Annual IEEE Symposium on Foundations of Computer Science
Wikify!: linking documents to encyclopedic knowledge
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Learning to link with wikipedia
Proceedings of the 17th ACM conference on Information and knowledge management
On the maximum quadratic assignment problem
SODA '09 Proceedings of the twentieth Annual ACM-SIAM Symposium on Discrete Algorithms
Foundations and Trends in Databases
Exploiting web search engines to search structured databases
Proceedings of the 18th international conference on World wide web
TAGME: on-the-fly annotation of short text fragments (by wikipedia entities)
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Supervised identification and linking of concept mentions to a domain-specific ontology
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Discovering users' topics of interest on twitter: a first look
AND '10 Proceedings of the fourth workshop on Analytics for noisy unstructured text data
Entity-relationship queries over wikipedia
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Annotating and searching web tables using entities, types and relationships
Proceedings of the VLDB Endowment
Database researchers: plumbers or thinkers?
Proceedings of the 14th International Conference on Extending Database Technology
Collective Inference for Extraction MRFs Coupled with Symmetric Clique Potentials
The Journal of Machine Learning Research
SCAD: collective discovery of attribute values
Proceedings of the 20th international conference on World wide web
Integrating linked open data with unstructured text for intelligence gathering tasks
Proceedings of the 8th International Workshop on Information Integration on the Web: in conjunction with WWW 2011
Beyond the bag-of-words paradigm to enhance information retrieval applications
Proceedings of the Fourth International Conference on SImilarity Search and APplications
A generative entity-mention model for linking entities with knowledge base
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Local and global algorithms for disambiguation to Wikipedia
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Collective entity linking in web text: a graph-based method
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Entity disambiguation with hierarchical topic models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Graph-based named entity linking with wikipedia
WISE'11 Proceedings of the 12th international conference on Web information system engineering
DBpedia spotlight: shedding light on the web of documents
Proceedings of the 7th International Conference on Semantic Systems
Topical clustering of search results
Proceedings of the fifth ACM international conference on Web search and data mining
Robust disambiguation of named entities in text
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Compressed data structures for annotated web search
Proceedings of the 21st international conference on World Wide Web
LINDEN: linking named entities with knowledge base via semantic knowledge
Proceedings of the 21st international conference on World Wide Web
Targeted disambiguation of ad-hoc, homogeneous sets of named entities
Proceedings of the 21st international conference on World Wide Web
Collective context-aware topic models for entity disambiguation
Proceedings of the 21st international conference on World Wide Web
Entity based translation language model
Proceedings of the 21st international conference companion on World Wide Web
What next?: a half-dozen data management research goals for big data and the cloud
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
Named entity recognition and disambiguation using linked data and graph-based centrality scoring
SWIM '12 Proceedings of the 4th International Workshop on Semantic Web Information Management
Classification of short texts by deploying topical annotations
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Entity-Relationship Queries over Wikipedia
ACM Transactions on Intelligent Systems and Technology (TIST)
LIEGE:: link entities in web lists with knowledge base
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Feature annotation for text categorization
Proceedings of the CUBE International Information Technology Conference
Adapting wikification to cultural heritage
LaTeCH '12 Proceedings of the 6th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
An entity-topic model for entity linking
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Linking named entities to any database
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Natural language questions for the web of data
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
No noun phrase left behind: detecting and typing unlinkable entities
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A context-aware approach to entity linking
AKBC-WEKEX '12 Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction
AKBC-WEKEX '12 Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction
KORE: keyphrase overlap relatedness for entity disambiguation
Proceedings of the 21st ACM international conference on Information and knowledge management
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia
Artificial Intelligence
Evaluating Entity Linking with Wikipedia
Artificial Intelligence
Wikipedia-based WSD for multilingual frame annotation
Artificial Intelligence
Proceedings of the sixth ACM international conference on Web search and data mining
Entity Disambiguation with Freebase
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Knowledge harvesting in the big-data era
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Discovering filter keywords for company name disambiguation in twitter
Expert Systems with Applications: An International Journal
Improved text annotation with Wikipedia entities
Proceedings of the 28th Annual ACM Symposium on Applied Computing
When entities meet query recommender systems: semantic search shortcuts
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Data-based research at IIT Bombay
ACM SIGMOD Record
Discovering and disambiguating named entities in text
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Linking named entities in Tweets with knowledge base via user interest modeling
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
A hybrid approach for spotting, disambiguating and annotating places in user-generated text
Proceedings of the 22nd international conference on World Wide Web companion
Classifying YouTube channels: a practical system
Proceedings of the 22nd international conference on World Wide Web companion
A framework for benchmarking entity-annotation systems
Proceedings of the 22nd international conference on World Wide Web
Learning joint query interpretation and response ranking
Proceedings of the 22nd international conference on World Wide Web
A neighborhood relevance model for entity linking
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Wikification via link co-occurrence
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Re-ranking for joint named-entity recognition and linking
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Penguins in sweaters, or serendipitous entity search on user-generated content
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Exploring re-ranking approaches for joint named-entityrecognition and linking
Proceedings of the sixth workshop on Ph.D. students in information and knowledge management
Market intelligence: linked data-driven entity resolution for customer and competitor analysis
ICWE'13 Proceedings of the 13th international conference on Web Engineering
Boosting cross-lingual knowledge linking via concept annotation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Entity linking at the tail: sparse signals, unknown entities, and phrase models
Proceedings of the 7th ACM international conference on Web search and data mining
Discovering emerging entities with ambiguous names
Proceedings of the 23rd international conference on World wide web
Bricking Semantic Wikipedia by relation population and predicate suggestion
Web Intelligence and Agent Systems
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To take the first step beyond keyword-based search toward entity-based search, suitable token spans ("spots") on documents must be identified as references to real-world entities from an entity catalog. Several systems have been proposed to link spots on Web pages to entities in Wikipedia. They are largely based on local compatibility between the text around the spot and textual metadata associated with the entity. Two recent systems exploit inter-label dependencies, but in limited ways. We propose a general collective disambiguation approach. Our premise is that coherent documents refer to entities from one or a few related topics or domains. We give formulations for the trade-off between local spot-to-entity compatibility and measures of global coherence between entities. Optimizing the overall entity assignment is NP-hard. We investigate practical solutions based on local hill-climbing, rounding integer linear programs, and pre-clustering entities followed by local optimization within clusters. In experiments involving over a hundred manually-annotated Web pages and tens of thousands of spots, our approaches significantly outperform recently-proposed algorithms.