Sabine Deligne - New York NY, US Yuqing Gao - Mount Kisco NY, US Vaibhava Goel - Elmsford NY, US Cheng Wu - Mount Kisco NY, US
Assignee:
International Business Machines Corporation - Armonk NY
International Classification:
G10L 15/00
US Classification:
704243, 704246, 704251, 704255, 7042565, 704257
Abstract:
A natural language business system and method is developed to understand the underlying meaning of a person's speech, such as during a transaction with the business system. The system includes a speech recognition engine, and action classification engine, and a control module. The control module causes the system to execute an inventive method wherein the speech recognition and action classification models may be recursively optimized on an unisolated performance metric that is pertinent to the overall performance of the natural language business system, as opposed to the isolated model-specific criteria previously employed.
Natural Language System And Method Based On Unisolated Performance Metric
Sabine Deligne - New York NY, US Yuqing Gao - Mount Kisco NY, US Vaibhava Goel - Elmsford NY, US Cheng Wu - Mount Kisco NY, US
Assignee:
Nuance Communications, Inc. - Burlington MA
International Classification:
G10L 15/00
US Classification:
704257, 704246, 704247, 704251, 704252
Abstract:
A natural language business system and method is developed to understand the underlying meaning of a person's speech, such as during a transaction with the business system. The system includes a speech recognition engine, and action classification engine, and a control module. The control module causes the system to execute an inventive method wherein the speech recognition and action classification models may be recursively optimized on an unisolated performance metric that is pertinent to the overall performance of the natural language business system, as opposed to the isolated model-specific criteria previously employed.
Apparatus And Method For Addressing Computer-Related Problems
Juan Huerta - Bronx NY, US David Lubensky - Brookfield CT, US Cheng Wu - Mount Kisco NY, US
Assignee:
International Business Machines Corporation - Armonk NY
International Classification:
G06F 15/16
US Classification:
709217000
Abstract:
Techniques are provided for addressing a problem pertaining to a computer of a user. In an exemplary method, the obtaining of a problem statement associated with the problem pertaining to the computer of the user is facilitated. This can be carried out via speech over a telephony connection. The establishment of a remote access connection between the computer of the user and a remote help desk application can also be facilitated. Furthermore, substantially parallel interaction with the user can be facilitated, via both the telephony connection and the remote access connection to the remote help desk application.
Juan M. Huerta - Pleasantville NY, US Cheng Wu - Mount Kisco NY, US
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION - Armonk NY
International Classification:
G06F 17/28
US Classification:
704 7
Abstract:
A method, system, and computer readable storage medium including a computer readable program are provided. The method includes storing a set of sentences in a memory device. The method further includes receiving an input translated phrase and searching the set of sentences for a subset of sentences closest to the input translated phrase based on a set of respective distances to the sentences in the set with respect to the input translated phrase. The method also includes calculating and outputting a language model score for the subset of sentences based on a function of a subset of respective distances pertaining to the subset of sentences.
Method And Apparatus For Fast Translation Memory Search
Juan M. Huerta - Pleasantville NY, US David M. Lubensky - Brookfield CT, US Cheng Wu - Mount Kisco NY, US
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION - Armonk NY
International Classification:
G06F 17/28
US Classification:
704 5
Abstract:
Methods and systems for fast translation memory search include, in response to an input query string, identifying a plurality of hypothesis strings stored in a translation memory as candidates to match the query string. One or more candidates are eliminated, using a processor, where string lengths between the candidates and the query string are at least a cutoff value representing a string edit distance. One or more candidates are eliminated where differences in word frequency distributions between the candidates and the query string are at least the cutoff value. One or more candidates are eliminated by employing a dynamic programming matrix where string edit distances between the candidates and the query string are at least the cutoff value. A number of remaining candidates are outputted as matches to the query string.
Cheng WU - Redmond WA, US Dean AVILA - Issaquah WA, US Sumit Manchanda - Kirkland WA, US Syed Masroor Hussain - Bothell WA, US
International Classification:
G06Q 30/00 G06Q 10/10 G06Q 10/06
Abstract:
Techniques performed by a data processing system for matching a customer service ambassador (CSA) with a customer include receiving a service request for technical assistance from the customer, analyzing estimated working hours information for the customer and estimated working hours information for each of the plurality of CSAs to produce a compatibility score for each CSA, the compatibility score for a respective one of the CSAs providing an indication of how closely the working hours of the customer and of the respective one of the CSAs align, reordering an available CSA queue identifying the plurality of CSAs based on the compatibility scores of each of the CSAs, and selecting a CSA from the queue to provide technical assistance to the customer.
- Armonk NY, US Jian Ni - Ossining NY, US Andrzej Sakrajda - Briarcliff Manor NY, US Hui Wan - White Plains NY, US Cheng Wu - Bellevue WA, US
International Classification:
G10L 25/48 G09B 19/04 G09B 19/06
Abstract:
A method of providing real-time speech analysis to a user includes capturing a speech input, performing a real-time recognition of the speech input including converting the speech input to a text, analyzing the recognized speech input to identify an error in a voice of the user, the analyzing including comparing a voice of a correct text generated by an automated speech generation system with the captured speed input, and processing the text to extract a context dialog prompt.
Implicit Dialog Approach For Creating Conversational Access To Web Content
- Armonk NY, US Song Feng - New York NY, US Chulaka Gunasekara - Yorktown Heights NY, US David Nahamoo - Great Neck NY, US Lazaros Polymenakos - West Harrison NY, US Sunil D. Shashidhara - White Plains NY, US Cheng Wu - Bellevue WA, US Li Zhu - Yorktown Heights NY, US
A method, apparatus and computer program product for creating a dialog system for web content is described. Knowledge is extracted from a target web application for the dialog system. The knowledge includes an organizational structure of the target web application and domain knowledge pertinent to the target web application. A deep learning process associates the domain knowledge with the organization structure of the target application. A plurality of knowledge sources of different respective types are created from the domain knowledge and the organizational structure. Each of the knowledge sources is used for providing answers to user queries to the dialog system. As part of the invention, a semantic matcher is provided to select among the answers provided by the plurality of knowledge sources for a best answer to a user query.