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What is fastText?
fastText is an open-source library developed by Facebook's AI Research (FAIR) team, aimed at efficiently generating word embeddings and facilitating text classification tasks. Its functionality encompasses both unsupervised training of word vectors and supervised approaches for text classification, allowing for a wide range of applications. A notable feature of fastText is its incorporation of subword information, representing words as groups of character n-grams; this approach is particularly advantageous for handling languages with complex morphology and words absent from the training set. The library is optimized for high performance, enabling swift training on large datasets, and it allows for model compression suitable for mobile devices. Users can also download pre-trained word vectors for 157 languages, sourced from Common Crawl and Wikipedia, enhancing accessibility. Furthermore, fastText offers aligned word vectors for 44 languages, making it particularly useful for cross-lingual natural language processing, thereby extending its applicability in diverse global scenarios. As a result, fastText serves as an invaluable resource for researchers and developers in the realm of natural language processing, pushing the boundaries of what can be achieved in this dynamic field. Its versatility and efficiency contribute to its growing popularity among practitioners.
What is GramTrans?
Unlike conventional word-for-word translation techniques or statistical models, the GramTrans software utilizes contextual rules to effectively distinguish between different translations of identical words or phrases. GramTrans™ is designed to deliver outstanding, domain-neutral machine translation specifically for Scandinavian languages. Its foundation is rooted in advanced academic research encompassing disciplines such as Natural Language Processing (NLP), corpus linguistics, and lexicography. This research-based system integrates state-of-the-art technologies, including Constraint Grammar dependency parsing, along with methodologies for addressing dependency-related polysemy. It offers a thorough analysis of source languages and employs strategies for both morphological and semantic disambiguation. The extensive grammars and lexicons crafted by linguists bolster its ability to operate independently across a variety of fields, including journalism, literature, emails, and scientific writing. In addition, it features capabilities for name recognition and protection, as well as the functionality to identify and separate compound words. By utilizing dependency formalism, the software enables in-depth syntactic analysis, and its context-sensitive selection of translation equivalents significantly improves the accuracy and fluidity of the translations provided. As a result, GramTrans emerges as an advanced solution for those seeking reliable and adaptable translation services, making it an invaluable resource in the ever-evolving landscape of language translation technology.
Integrations Supported
Gensim
JavaScript
Microsoft Word
Mozilla Firefox
Python
WebAssembly
Integrations Supported
Gensim
JavaScript
Microsoft Word
Mozilla Firefox
Python
WebAssembly
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Free Trial Offered?
Free Version
Pricing Information
$30 per 6 months
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
fastText
Company Website
fasttext.cc/
Company Facts
Organization Name
GrammarSoft
Date Founded
1999
Company Location
Denmark
Company Website
gramtrans.com/languages/system-features/
