On Backbones and Training Regimes for Dense Retrieval in African Languages
Abstract
References
Index Terms
- On Backbones and Training Regimes for Dense Retrieval in African Languages
Recommendations
Assessing the impact of Stemming Accuracy on Information Retrieval – A multilingual perspective
Highlights- We tested the quality of many stemmers for English, French, Spanish and Portuguese with both intrinsic and extrinsic metrics.
AbstractThe quality of stemming algorithms is typically measured in two different ways: (i) how accurately they map the variant forms of a word to the same stem; or (ii) how much improvement they bring to Information Retrieval systems. In this ...
Cross-lingual word sense disambiguation for languages with scarce resources
Canadian AI'11: Proceedings of the 24th Canadian conference on Advances in artificial intelligenceWord Sense Disambiguation has long been a central problem in computational linguistics. Word Sense Disambiguation is the ability to identify the meaning of words in context in a computational manner. Statistical and supervised approaches require a large ...
Improving stemming for Arabic information retrieval: light stemming and co-occurrence analysis
SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrievalArabic, a highly inflected language, requires good stemming for effective information retrieval, yet no standard approach to stemming has emerged. We developed several light stemmers based on heuristics and a statistical stemmer based on co-occurrence ...
Comments
Information & Contributors
Information
Published In

- General Chairs:
- Grace Hui Yang,
- Hongning Wang,
- Sam Han,
- Program Chairs:
- Claudia Hauff,
- Guido Zuccon,
- Yi Zhang
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Short-paper
Conference
Acceptance Rates
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 136Total Downloads
- Downloads (Last 12 months)136
- Downloads (Last 6 weeks)60
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in