AsiaIPEX is a one-stop-shop for players in the IP industry, facilitating IP trade and connection to the IP world. Whether you are a patent owner interested in selling your IP, or a manufacturer looking to buy technologies to upgrade your operation, you will find the portal a useful resource.

Back to search results

Semantic Language Prediction Models

Technology Benefits: - Achieve significantly better translation quality measured by the BLEU score- Improves readability of the translation

Technology Application: - Machine translation- Speech recognition programs/applications - Information retrieval

Detailed Technology Description: None

Supplementary Information: Inventor: Wang, Shaojun | Tan, Ming
Priority Number: US20130325436A1
IPC Current: G06F001727 | G10L001518
US Class: 704009 | 704E15018
Assignee Applicant: Wright State University,Dayton
Title: Large Scale Distributed Syntactic, Semantic and Lexical Language Models
Usefulness: Large Scale Distributed Syntactic, Semantic and Lexical Language Models
Novelty: Composite language models for machine translation, speech recognition and information retrieval, has composite word predictor to predict next word, and approximate expectation-maximization and follow-up expectation-maximization algorithm

Industry: ICT/Telecom

Sub Category: Software/Application

*Abstract: The inventors have created an algorithm which builds powerful language models to capture and predict natural language. The invention has a variety of real world applications involving machine translation, speech recognition software and information/ database retrieval systems. The improvements provided by the invention are done without sacrificing strong assumptions or intractable model assumptions. A working language model is available via the Ohio Supercomputer Center.

*Principal Investigator: Name: Ming Tan
Department:

Name: Shaojun Wang
Department:

Country/Region: USA

For more information, please click Here