2010 TheSSpacePackageAnOpenSourcePac
- (Jurgens & Stevens, 2010) ⇒ David Jurgens, and Keith Stevens. (2010). “The S-Space Package: An Open Source Package for Word Space Models.” In: Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010) System Demonstrations.
Subject Headings: S-Space Package, Word Embedding System, Word Space Algorithm.
Notes
Cited By
- Google Scholar: ~ 150 Citations.
Quotes
Abstract
We present the S-Space Package, an open source framework for developing and evaluating word space algorithms. The package implements well-known word space algorithms, such as LSA, and provides a comprehensive set of matrix utilities and data structures for extending new or existing models. The package also includes word space benchmarks for evaluation. Both algorithms and libraries are designed for high concurrency and scalability. We demonstrate the efficiency of the reference implementations and also provide their results on six benchmarks.
References
;
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 TheSSpacePackageAnOpenSourcePac | David Jurgens Keith Stevens | The S-Space Package: An Open Source Package for Word Space Models | 2010 |