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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - Word Sense Disambiguation Zhang Yu zhangyu@ir.hit.edu.cn Overview of the Problem Problem: many words have different meanings or senses, i.e., there is ambiguity about ...
Word Sense Disambiguation Zhang Yu zhangyu@ir.hit.edu.cn Overview of the Problem Problem: many words have different meanings or senses, i.e., there is ambiguity about ...
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Unsupervised Disambiguation PowerPoint PPT Presentation
Unsupervised Disambiguation - Unsupervised Disambiguation Word sense disambiguation without labeled training or other information sources Cannot label to predefined senses (there are none), so try ...
Unsupervised Disambiguation Word sense disambiguation without labeled training or other information sources Cannot label to predefined senses (there are none), so try ...
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Semantic Roles and Disambiguation PowerPoint PPT Presentation
Semantic Roles and Disambiguation - Semantic Roles and Disambiguation Today Semantic Networks: Wordnet Thematic Roles Selectional Restrictions Selectional Association Conceptual Dependency Semantic ...
Semantic Roles and Disambiguation Today Semantic Networks: Wordnet Thematic Roles Selectional Restrictions Selectional Association Conceptual Dependency Semantic ...
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Disambiguation PowerPoint PPT Presentation
Disambiguation - Example: Michael Jordan, basketball star or ... Choose the most relevant people to Michael Jordan. ... Movie database from IMDB. 230,000 actors. 40,000 movies ...
Example: Michael Jordan, basketball star or ... Choose the most relevant people to Michael Jordan. ... Movie database from IMDB. 230,000 actors. 40,000 movies ...
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Disambiguation PowerPoint PPT Presentation
Disambiguation - Pro: can use larger context when local information is not enough ... An electric guitar and a bass player stand off to one side. Just Count Things - Input ...
Pro: can use larger context when local information is not enough ... An electric guitar and a bass player stand off to one side. Just Count Things - Input ...
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Advances in Word Sense Disambiguation PowerPoint PPT Presentation
Advances in Word Sense Disambiguation - ... resources such as dictionaries and thesauri. discourse properties ... In recent years, most dictionaries made available in Machine Readable format (MRD) ...
... resources such as dictionaries and thesauri. discourse properties ... In recent years, most dictionaries made available in Machine Readable format (MRD) ...
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Disambiguation of Biomedical Text PowerPoint PPT Presentation
Disambiguation of Biomedical Text - Disambiguation of Biomedical Text Mark Stevenson Natural Language Processing Group University of Sheffield, UK http://www.dcs.shef.ac.uk/~marks Joint work with:
Disambiguation of Biomedical Text Mark Stevenson Natural Language Processing Group University of Sheffield, UK http://www.dcs.shef.ac.uk/~marks Joint work with:
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Number Sense Disambiguation PowerPoint PPT Presentation
Number Sense Disambiguation - Number Sense Disambiguation Stuart Moore Supervised by: Anna Korhonen (Computer Lab) Sabine Buchholz (Toshiba CRL)
Number Sense Disambiguation Stuart Moore Supervised by: Anna Korhonen (Computer Lab) Sabine Buchholz (Toshiba CRL)
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - Word Sense Disambiguation German Rigau i Claramunt http://www.lsi.upc.es/~rigau TALP Research Center Departament de Llenguatges i Sistemes Inform tics
Word Sense Disambiguation German Rigau i Claramunt http://www.lsi.upc.es/~rigau TALP Research Center Departament de Llenguatges i Sistemes Inform tics
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Morphological Disambiguation PowerPoint PPT Presentation
Morphological Disambiguation - Words unknown to the analyzer: replaced with OOV symbol, receive all analyses associated with OOV training words, morphemes replaced with OOV. ...
Words unknown to the analyzer: replaced with OOV symbol, receive all analyses associated with OOV training words, morphemes replaced with OOV. ...
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Disambiguate China PowerPoint PPT Presentation
Disambiguate China - How seriously China has committed itself to market economy? ... 3) A steady growth in consumption has been achieved, with ample supply on the market. ...
How seriously China has committed itself to market economy? ... 3) A steady growth in consumption has been achieved, with ample supply on the market. ...
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Entity Disambiguation PowerPoint PPT Presentation
Entity Disambiguation - 1. Schema/Ontology level : Determining the similarity of attributes/concepts ... for entity disambiguation (Scalable Information Bottleneck (LIMBO) method) ...
1. Schema/Ontology level : Determining the similarity of attributes/concepts ... for entity disambiguation (Scalable Information Bottleneck (LIMBO) method) ...
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - WORD SENSE DISAMBIGUATION * By Mahmood Soltani Tehran University 2009/12/24 * * * * * * * * * * * * Introduction Knowledge source Lexical Learned World WSD Approaches ...
WORD SENSE DISAMBIGUATION * By Mahmood Soltani Tehran University 2009/12/24 * * * * * * * * * * * * Introduction Knowledge source Lexical Learned World WSD Approaches ...
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - Title: High contrast colours will help audiences to read text from a distance Author: Administrator Last modified by: Eric Atwell Created Date: 7/19/2007 9:21:37 AM
Title: High contrast colours will help audiences to read text from a distance Author: Administrator Last modified by: Eric Atwell Created Date: 7/19/2007 9:21:37 AM
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - 'WSD is perhaps the great open problem at the lexical level of NLP' (Resnik ... age 2: a historic period; 'the Victorian age'; 'we live in a litigious age' ...
'WSD is perhaps the great open problem at the lexical level of NLP' (Resnik ... age 2: a historic period; 'the Victorian age'; 'we live in a litigious age' ...
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Semantic Roles and Disambiguation PowerPoint PPT Presentation
Semantic Roles and Disambiguation - Semantic Roles and Disambiguation
Semantic Roles and Disambiguation
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - Word Sense Disambiguation. Information Retrieval. CMSC 35100. Natural ... Cluster: Dry Oyster Whisky Hot Float Ice. Learning Nothing Useful, Wrong Question ...
Word Sense Disambiguation. Information Retrieval. CMSC 35100. Natural ... Cluster: Dry Oyster Whisky Hot Float Ice. Learning Nothing Useful, Wrong Question ...
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WORD SENSE DISAMBIGUATION PowerPoint PPT Presentation
WORD SENSE DISAMBIGUATION - finance fashion. banking telecommunication. work music. business channel ... requires a lot of work'; 'no schools offer graduate study in interior design' ...
finance fashion. banking telecommunication. work music. business channel ... requires a lot of work'; 'no schools offer graduate study in interior design' ...
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - Weights are number of dependency relation instances found. WSD Algorithm ... Hypernym/hyponym Matching. E.g., animal. mammal. dog. poodle ...
Weights are number of dependency relation instances found. WSD Algorithm ... Hypernym/hyponym Matching. E.g., animal. mammal. dog. poodle ...
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - Dictionary-Based Disambiguation: based on ... Express the dictionary sub-definitions of the ambiguous word as sets of bag-of ... Thesaurus-Based Disambiguation ...
Dictionary-Based Disambiguation: based on ... Express the dictionary sub-definitions of the ambiguous word as sets of bag-of ... Thesaurus-Based Disambiguation ...
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - One sense per collocation ... One sense per collocation : Most senses are strongly correlated with certain ... Fk contains characteristic collocations. ...
One sense per collocation ... One sense per collocation : Most senses are strongly correlated with certain ... Fk contains characteristic collocations. ...
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - English nouns, verbs and adjectives are organized into synonym sets, each ... 23 Somebody's (body part) ----s. 24 Somebody ----s somebody to INFINITIVE ...
English nouns, verbs and adjectives are organized into synonym sets, each ... 23 Somebody's (body part) ----s. 24 Somebody ----s somebody to INFINITIVE ...
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Support Vector Machine Based Orthographic Disambiguation PowerPoint PPT Presentation
Support Vector Machine Based Orthographic Disambiguation - Support Vector Machine Based Orthographic Disambiguation Eiji ARAMAKI, Takeshi IMAI, Kengo MIYO, Kazuhiko OHE Hospital center and centre are equivalent?
Support Vector Machine Based Orthographic Disambiguation Eiji ARAMAKI, Takeshi IMAI, Kengo MIYO, Kazuhiko OHE Hospital center and centre are equivalent?
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Word Sense Disambiguation PowerPoint PPT Presentation
Word Sense Disambiguation - The reason why some jokes are funny. The reason natural languages differ from artificial ones ... Is it really a big problem ? Domain specific vocabularies, themes ...
The reason why some jokes are funny. The reason natural languages differ from artificial ones ... Is it really a big problem ? Domain specific vocabularies, themes ...
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Ontology-Driven Automatic Entity Disambiguation in Unstructured Text PowerPoint PPT Presentation
Ontology-Driven Automatic Entity Disambiguation in Unstructured Text - Ontology-Driven Automatic Entity Disambiguation in Unstructured Text Jed Hassell
Ontology-Driven Automatic Entity Disambiguation in Unstructured Text Jed Hassell
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Local and Global Algorithms for Disambiguation to Wikipedia PowerPoint PPT Presentation
Local and Global Algorithms for Disambiguation to Wikipedia - for Disambiguation to Wikipedia Lev Ratinov1, Dan Roth1, Doug Downey2, Mike Anderson3 1University of Illinois at Urbana-Champaign 2Northwestern University
for Disambiguation to Wikipedia Lev Ratinov1, Dan Roth1, Doug Downey2, Mike Anderson3 1University of Illinois at Urbana-Champaign 2Northwestern University
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Word sense disambiguation (1) PowerPoint PPT Presentation
Word sense disambiguation (1) - Note: Some of the material in this set was adapted from a tutorial given ... dachshund. hunting dog. hyena dog. dingo. hyena. dog. terrier. Slide 26 ...
Note: Some of the material in this set was adapted from a tutorial given ... dachshund. hunting dog. hyena dog. dingo. hyena. dog. terrier. Slide 26 ...
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Natural Language Processing word sense disambiguation PowerPoint PPT Presentation
Natural Language Processing word sense disambiguation - Natural Language Processing word sense disambiguation Updated 1/12/2005 Overview of the Problem Problem: many words have different meanings or senses == there is ...
Natural Language Processing word sense disambiguation Updated 1/12/2005 Overview of the Problem Problem: many words have different meanings or senses == there is ...
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Word Sense Disambiguation in Queries PowerPoint PPT Presentation
Word Sense Disambiguation in Queries - Adding appropriate synonyms ad hyponyms to a query can improve retrieval effectiveness. ... have a number of hyponym synsets. Each hyponym synset H(w)ij have ...
Adding appropriate synonyms ad hyponyms to a query can improve retrieval effectiveness. ... have a number of hyponym synsets. Each hyponym synset H(w)ij have ...
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Author Name Disambiguation in Medline PowerPoint PPT Presentation
Author Name Disambiguation in Medline - B and C share co-authors, affiliations. But A and C share nothing! ... Affiliations matched to each authors in PMC, online papers ...
B and C share co-authors, affiliations. But A and C share nothing! ... Affiliations matched to each authors in PMC, online papers ...
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Advances in Word Sense Disambiguation PowerPoint PPT Presentation
Advances in Word Sense Disambiguation - Definitions / Examples for each meaning. Find similarity ... Typical usage examples (for most word meanings) WordNet definitions/examples for the noun plant ...
Definitions / Examples for each meaning. Find similarity ... Typical usage examples (for most word meanings) WordNet definitions/examples for the noun plant ...
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Name Disambiguation in Digital Libraries PowerPoint PPT Presentation
Name Disambiguation in Digital Libraries - Name Disambiguation in Digital Libraries. The Pennsylvania State University ... Apple iPod Nano 4GB vs. 4GB iPod nano 4GB. Apple iPhone vs. Canadian iPhone ...
Name Disambiguation in Digital Libraries. The Pennsylvania State University ... Apple iPod Nano 4GB vs. 4GB iPod nano 4GB. Apple iPhone vs. Canadian iPhone ...
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Learning Morphological Disambiguation Rules for Turkish PowerPoint PPT Presentation
Learning Morphological Disambiguation Rules for Turkish - Learning Morphological Disambiguation Rules for Turkish Deniz Yuret Ferhan T re Ko University, stanbul Overview Turkish morphology The morphological ...
Learning Morphological Disambiguation Rules for Turkish Deniz Yuret Ferhan T re Ko University, stanbul Overview Turkish morphology The morphological ...
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Disambiguating Toponyms in News PowerPoint PPT Presentation
Disambiguating Toponyms in News - Retrieve geographically-relevant news documents ... e.g., 'Washington' is predominantly a Capital in MAC1 ... Test on news with disambiguators stripped out ...
Retrieve geographically-relevant news documents ... e.g., 'Washington' is predominantly a Capital in MAC1 ... Test on news with disambiguators stripped out ...
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Software-Hardware Cooperative Memory Disambiguation PowerPoint PPT Presentation
Software-Hardware Cooperative Memory Disambiguation - 0x120033150: ldt f22, -8(r3) ; Ld2. 0x120033154: ldt f23, 0(r11) ; Ld3 ... 0x12003317c: stt f22, -8(r11) ; St2. Modified Code. 2/15/2006 ' ...
0x120033150: ldt f22, -8(r3) ; Ld2. 0x120033154: ldt f23, 0(r11) ; Ld3 ... 0x12003317c: stt f22, -8(r11) ; St2. Modified Code. 2/15/2006 ' ...
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Domain Driven Disambiguation DDD PowerPoint PPT Presentation
Domain Driven Disambiguation DDD - (Domain Vector) (ART,0.8) ... (SPORT,0.0) Classifier. Classify. Instance (instance) Import Model ... Categorization (text vector) Similarity between synsets' ...
(Domain Vector) (ART,0.8) ... (SPORT,0.0) Classifier. Classify. Instance (instance) Import Model ... Categorization (text vector) Similarity between synsets' ...
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WORD SENSE DISAMBIGUATION: AN INTRODUCTION PowerPoint PPT Presentation
WORD SENSE DISAMBIGUATION: AN INTRODUCTION - Word sense disambiguation is the problem of selecting a sense for a ... holonym: {Plantae, kingdom Plantae, plant kingdom} NILESH.A.SHEWALE. 18. Lesk Algorithm ...
Word sense disambiguation is the problem of selecting a sense for a ... holonym: {Plantae, kingdom Plantae, plant kingdom} NILESH.A.SHEWALE. 18. Lesk Algorithm ...
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Collective Word Sense Disambiguation PowerPoint PPT Presentation
Collective Word Sense Disambiguation - The electricity plant supplies 500 homes with power. ... Dog, Hound, Canine. Retriever. Terrier. Animal. Bird. Available Data ...
The electricity plant supplies 500 homes with power. ... Dog, Hound, Canine. Retriever. Terrier. Animal. Bird. Available Data ...
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Disambiguation of References to Individuals PowerPoint PPT Presentation
Disambiguation of References to Individuals - Any clusters that fell below a membership threshold (5) had their centroid ... For each page, they find the cluster that is closest to the page in the feature space. ...
Any clusters that fell below a membership threshold (5) had their centroid ... For each page, they find the cluster that is closest to the page in the feature space. ...
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Word sense disambiguation and information retrieval PowerPoint PPT Presentation
Word sense disambiguation and information retrieval - (17.1) '..., everybody has a career and none of them includes washing DISHES' ... One sense per collocation. Also automatic selection from machine readable dictionary ...
(17.1) '..., everybody has a career and none of them includes washing DISHES' ... One sense per collocation. Also automatic selection from machine readable dictionary ...
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Robust Word Sense Disambiguation exercise PowerPoint PPT Presentation
Robust Word Sense Disambiguation exercise - Also provide synonyms/translations for senses. The disambiguated collection allows for: Expanding the collection to synonyms and broader terms ...
Also provide synonyms/translations for senses. The disambiguated collection allows for: Expanding the collection to synonyms and broader terms ...
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Word Sense Disambiguation in Queries PowerPoint PPT Presentation
Word Sense Disambiguation in Queries - Add terms ( synonyms, hyponyms etc of the determined sense) to the query so as ... Each ti, i = 1, 2, has synonym sets, their definitions, hyponym sets, and ...
Add terms ( synonyms, hyponyms etc of the determined sense) to the query so as ... Each ti, i = 1, 2, has synonym sets, their definitions, hyponym sets, and ...
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Word Senses and Word Sense Disambiguation PowerPoint PPT Presentation
Word Senses and Word Sense Disambiguation - Word Senses and Word Sense Disambiguation. CIS 530 Introduction to NLP ... Example: {chump, fish, fool, gull, mark, patsy, fall guy, sucker, schlemiel, ...
Word Senses and Word Sense Disambiguation. CIS 530 Introduction to NLP ... Example: {chump, fish, fool, gull, mark, patsy, fall guy, sucker, schlemiel, ...
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Program Analysis Techniques for Memory Disambiguation PowerPoint PPT Presentation
Program Analysis Techniques for Memory Disambiguation - Program Analysis Techniques. for Memory Disambiguation. Radu Rugina and Martin Rinard ... (write v into the memory location that p points to) What memory ...
Program Analysis Techniques. for Memory Disambiguation. Radu Rugina and Martin Rinard ... (write v into the memory location that p points to) What memory ...
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Lexical Ambiguity Resolution / Sense Disambiguation PowerPoint PPT Presentation
Lexical Ambiguity Resolution / Sense Disambiguation - And are much less costly to train if we can tolerate some noise in the models ... Class (Crane 1) = heron, stork, eagle, condor, ...
And are much less costly to train if we can tolerate some noise in the models ... Class (Crane 1) = heron, stork, eagle, condor, ...
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Disambiguation Problems in Digital Libraries PowerPoint PPT Presentation
Disambiguation Problems in Digital Libraries - Disambiguation Problems. in Digital Libraries. Tan Yee Fan. 2006 August 11 ... d(x1, x2) = 1 if x1 and x2 matches. d(x1, ... Jaro-Winkler, ... Abbreviation ...
Disambiguation Problems. in Digital Libraries. Tan Yee Fan. 2006 August 11 ... d(x1, x2) = 1 if x1 and x2 matches. d(x1, ... Jaro-Winkler, ... Abbreviation ...
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Word Sense Disambiguation at SensevalII PowerPoint PPT Presentation
Word Sense Disambiguation at SensevalII - All the senses for a word are collected into a dictionary. ... Cross category relations: operate#3 [Medicine] Cross language information. Polysemy Reduction ...
All the senses for a word are collected into a dictionary. ... Cross category relations: operate#3 [Medicine] Cross language information. Polysemy Reduction ...
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Survey of Word Sense Disambiguation Approaches PowerPoint PPT Presentation
Survey of Word Sense Disambiguation Approaches - College of Information Science & Technology Drexel University ... commonly used relationships include hypernym, hyponym, holonym, meronym, and synonym. ...
College of Information Science & Technology Drexel University ... commonly used relationships include hypernym, hyponym, holonym, meronym, and synonym. ...
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Name Disambiguation in Digital Libraries PowerPoint PPT Presentation
Name Disambiguation in Digital Libraries - Danny C. C. Poo, Teck-Kang Toh, Christopher S. G. Khoo, Glenn Hong. ... QUALIFIER: Question Answering by Lexical Fabric and External Resources. EACL 2003: 363-370 ...
Danny C. C. Poo, Teck-Kang Toh, Christopher S. G. Khoo, Glenn Hong. ... QUALIFIER: Question Answering by Lexical Fabric and External Resources. EACL 2003: 363-370 ...
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Social Network Analysis on Name Disambiguation PowerPoint PPT Presentation
Social Network Analysis on Name Disambiguation - The same author names mistakenly appear under multiple name variants. ... Edit-distance, Affine Gap, Smith-Waterman, Jaro, etc. Token-based similarity metrics ...
The same author names mistakenly appear under multiple name variants. ... Edit-distance, Affine Gap, Smith-Waterman, Jaro, etc. Token-based similarity metrics ...
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Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation PowerPoint PPT Presentation
Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation - Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation Masters Thesis : Saif Mohammad Advisor : Dr. Ted Pedersen University of Minnesota ...
Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation Masters Thesis : Saif Mohammad Advisor : Dr. Ted Pedersen University of Minnesota ...
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Selftuning in GraphBased Reference Disambiguation PowerPoint PPT Presentation
Selftuning in GraphBased Reference Disambiguation - DASFAA 2007, Bangkok, Thailand. 3. Data Cleaning. Analysis on bad data leads to wrong conclusions ... DASFAA 2007, Bangkok, Thailand. 12. Adaptive Solution ...
DASFAA 2007, Bangkok, Thailand. 3. Data Cleaning. Analysis on bad data leads to wrong conclusions ... DASFAA 2007, Bangkok, Thailand. 12. Adaptive Solution ...
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Disambiguating "DE" for ChineseEnglish Machine Translation PowerPoint PPT Presentation
Disambiguating "DE" for ChineseEnglish Machine Translation - Disambiguating 'DE' for. Chinese-English Machine Translation. Speaker: Pi-Chuan Chang ... English-Chinese Translation Treebank. the manual word alignment data ...
Disambiguating 'DE' for. Chinese-English Machine Translation. Speaker: Pi-Chuan Chang ... English-Chinese Translation Treebank. the manual word alignment data ...
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Disambiguating Queries for Geographic Information Retrieval PowerPoint PPT Presentation
Disambiguating Queries for Geographic Information Retrieval - Actions against the fur industry in Europe and the U.S.A. ... Animal Rights Actions against the fur industry ...
Actions against the fur industry in Europe and the U.S.A. ... Animal Rights Actions against the fur industry ...
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Contextual Search and Name Disambiguation in Email Using Graphs PowerPoint PPT Presentation
Contextual Search and Name Disambiguation in Email Using Graphs - The Enron corpus. a collection of mail from the Enron corpus that has been made available for the ... For Enron, two datasets were generated automatically. ...
The Enron corpus. a collection of mail from the Enron corpus that has been made available for the ... For Enron, two datasets were generated automatically. ...
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Using Encyclopedic Knowledge for Named Entity Disambiguation PowerPoint PPT Presentation
Using Encyclopedic Knowledge for Named Entity Disambiguation - Using Encyclopedic Knowledge for Named Entity Disambiguation Razvan Bunescu Marius Pasca Machine Learning Group Department of Computer Sciences University of Texas at ...
Using Encyclopedic Knowledge for Named Entity Disambiguation Razvan Bunescu Marius Pasca Machine Learning Group Department of Computer Sciences University of Texas at ...
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