Information retrieval
Viewing morphology as an inference process
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Comparing words, stems, and roots as index terms in an Arabic Information Retrieval System
Journal of the American Society for Information Science
TREC and TIPSTER experiments with INQUERY
TREC-2 Proceedings of the second conference on Text retrieval conference
Stemming algorithms: a case study for detailed evaluation
Journal of the American Society for Information Science - Special issue: evaluation of information retrieval systems
Viewing stemming as recall enhancement
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Corpus-based stemming using cooccurrence of word variants
ACM Transactions on Information Systems (TOIS)
Stemming methodologies over individual query words for an Arabic information retrieval system
Journal of the American Society for Information Science
On designing an automated Malaysian stemmer for the Malay language (poster session)
IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
Information Retrieval
Empirical studies in strategies for Arabic retrieval
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
CLEF Experiments at Maryland: Statistical Stemming and Backoff Translation
CLEF '00 Revised Papers from the Workshop of Cross-Language Evaluation Forum on Cross-Language Information Retrieval and Evaluation
Automatic Language-Specific Stemming in Information Retrieval
CLEF '00 Revised Papers from the Workshop of Cross-Language Evaluation Forum on Cross-Language Information Retrieval and Evaluation
A Language-Independent Approach to European Text Retrieval
CLEF '00 Revised Papers from the Workshop of Cross-Language Evaluation Forum on Cross-Language Information Retrieval and Evaluation
West Group at CLEF 2000: Non-english Monolingual Retrieval
CLEF '00 Revised Papers from the Workshop of Cross-Language Evaluation Forum on Cross-Language Information Retrieval and Evaluation
Shallow Morphological Analysis in Monolingual Information Retrieval for Dutch, German, and Italian
CLEF '01 Revised Papers from the Second Workshop of the Cross-Language Evaluation Forum on Evaluation of Cross-Language Information Retrieval Systems
Design and implementation of an arabic morphological system to support natural language processing
Design and implementation of an arabic morphological system to support natural language processing
Unsupervised language acquisition
Unsupervised language acquisition
Unsupervised learning of the morphology of a natural language
Computational Linguistics
Arabic finite-state morphological analysis and generation
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
A morphologically sensitive clustering algorithm for identifying Arabic roots
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Stemming in the language modeling framework
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Localization in modern standard Arabic
Journal of the American Society for Information Science and Technology
ACM Transactions on Asian Language Information Processing (TALIP)
Arabic morphological analysis techniques: a comprehensive survey
Journal of the American Society for Information Science and Technology
Language-specific models in multilingual topic tracking
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Broken plural detection for arabic information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
How do search engines respond to some non-English queries?
Journal of Information Science
Empirical studies on the impact of lexical resources on CLIR performance
Information Processing and Management: an International Journal - Special issue: Cross-language information retrieval
Dictionary-based techniques for cross-language information retrieval
Information Processing and Management: an International Journal - Special issue: Cross-language information retrieval
Unsupervised learning of Arabic stemming using a parallel corpus
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Character contiguity in N-gram-based word matching: the case for Arabic text searching
Information Processing and Management: an International Journal
On the development of name search techniques for Arabic
Journal of the American Society for Information Science and Technology
Word normalization and decompounding in mono- and bilingual IR
Information Retrieval
Design, implementation, and evaluation of a methodology for automatic stemmer generation
Journal of the American Society for Information Science and Technology
Ontology based annotation of text segments
Proceedings of the 2007 ACM symposium on Applied computing
YASS: Yet another suffix stripper
ACM Transactions on Information Systems (TOIS)
A general framework for multilingual text mining using self-organizing maps
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Stemming Indonesian: A confix-stripping approach
ACM Transactions on Asian Language Information Processing (TALIP)
An auto-indexing method for Arabic text
Information Processing and Management: an International Journal
A novel Arabic lemmatization algorithm
Proceedings of the second workshop on Analytics for noisy unstructured text data
Automatic acquisition of inflectional lexica for morphological normalisation
Information Processing and Management: an International Journal
A Database for Arabic Printed Character Recognition
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Identifying semitic roots: Machine learning with linguistic constraints
Computational Linguistics
Simultaneous multilingual search for translingual information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
KP-Miner: A keyphrase extraction system for English and Arabic documents
Information Systems
Towards an error-free Arabic stemming
Proceedings of the 2nd ACM workshop on Improving non english web searching
Effect of Preprocessing on Extractive Summarization with Maximal Frequent Sequences
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Information Retrieval
A lemmatization method for Mongolian and its application to indexing for information retrieval
Information Processing and Management: an International Journal
A comparison of text-classification techniques applied to Arabic text
Journal of the American Society for Information Science and Technology
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Bridging the inflection morphology gap for Arabic statistical machine translation
NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers
Examining the effect of improved context sensitive morphology on Arabic information retrieval
Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
Preliminary lexical framework for English-Arabic semantic resource construction
Semitic '04 Proceedings of the Workshop on Computational Approaches to Arabic Script-based Languages
Semitic '04 Proceedings of the Workshop on Computational Approaches to Arabic Script-based Languages
Arabic to French sentence alignment: exploration of a cross-language information retrieval approach
Semitic '07 Proceedings of the 2007 Workshop on Computational Approaches to Semitic Languages: Common Issues and Resources
Morpho-syntactic Arabic preprocessing for Arabic-to-English statistical machine translation
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Improving morphology induction by learning spelling rules
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A comparison study of some Arabic root finding algorithms
Journal of the American Society for Information Science and Technology
A hybrid approach for indexing and retrieval of archaeological textual information
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Automatically finding answers to "Why" and "How to" questions for Arabic language
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
An accuracy-enhanced light stemmer for arabic text
ACM Transactions on Speech and Language Processing (TSLP)
Benchmarking and assessing the performance of Arabic stemmers
Journal of Information Science
An application of neural network for extracting Arabic word roots
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Improving Arabic information retrieval system using N-gram method
WSEAS Transactions on Computers
Producing Power-Law Distributions and Damping Word Frequencies with Two-Stage Language Models
The Journal of Machine Learning Research
Arabic texts analysis for topic modeling evaluation
Information Retrieval
Stemming arabic conjunctions and prepositions
SPIRE'05 Proceedings of the 12th international conference on String Processing and Information Retrieval
Multi-lingual detection of terrorist content on the web
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Web-Based multiple choice question answering for english and arabic questions
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Effect of ISRI stemming on similarity measure for arabic document clustering
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Arabic retrieval revisited: morphological hole filling
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Language processing for arabic microblog retrieval
Proceedings of the 21st ACM international conference on Information and knowledge management
A corpus based approach for the automatic creation of arabic broken plural dictionaries
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
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Arabic, a highly inflected language, requires good stemming for effective information retrieval, yet no standard approach to stem驴ming has emerged. We developed several light stemmers based on heuristics and a statistical stemmer based on co-occurrence for Arabic retrieval. We compared the retrieval effectiveness of our stemmers and of a morphological analyzer on the TREC-2001 data. The best light stemmer was more effective for cross-lan驴guage retrieval than a morphological stemmer which tried to find the root for each word. A repartitioning process consisting of vowel removal followed by clustering using co-occurrence analy驴sis pro驴duced stem classes which were better than no stemming or very light stemming, but still inferior to good light stemming or mor驴phological analysis.