Patents by Inventor TANYA GOYAL
TANYA GOYAL has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11755637Abstract: The decoder network includes multiple decoders trained to generate different types of summaries. The lower layers of the multiple decoders are shared. The upper layers of the multiple decoders do not overlap. The multiple decoders generate probability distributions. A gating mechanism combines the probability distributions of the multiple decoders into a probability distribution of the decoder network. Words in the summary are selected based on the probability distribution of the decoder network.Type: GrantFiled: January 10, 2022Date of Patent: September 12, 2023Assignee: Salesforce, Inc.Inventors: Tanya Goyal, Wojciech Kryscinski, Nazneen Rajani
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Patent number: 11748501Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to facilitate identification of security policies for documents. In one embodiment, content features are identified from a set of documents having assigned security policies. The content features and corresponding security policies are analyzed to generate a security policy prediction model. Such a security policy prediction model can then be used to identify a security policy relevant to a document.Type: GrantFiled: August 4, 2020Date of Patent: September 5, 2023Assignee: Adobe Inc.Inventors: Tanya Goyal, Sanket Vaibhav Mehta, Balaji Vasan Srinivasan, Ankur Jain
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Publication number: 20230065155Abstract: The decoder network includes multiple decoders trained to generate different types of summaries. The lower layers of the multiple decoders are shared. The upper layers of the multiple decoders do not overlap. The multiple decoders generate probability distributions. A gating mechanism combines the probability distributions of the multiple decoders into a probability distribution of the decoder network. Words in the summary are selected based on the probability distribution of the decoder network.Type: ApplicationFiled: January 10, 2022Publication date: March 2, 2023Inventors: Tanya Goyal, Wojciech Kryscinski, Nazneen Rajani
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Patent number: 11443389Abstract: Techniques and systems for determining paywall metrics are described. In an implementation, a candidate paywall metric is created that corresponds to an increased propensity of users to engage in a paid transaction when exposed to a paywall. In this way, providers of digital content may increase the proportion of users that perform a transaction when exposed to the paywall.Type: GrantFiled: August 25, 2020Date of Patent: September 13, 2022Assignee: Adobe Inc.Inventors: Gaurush Hiranandani, Tanya Goyal, Sumit Shekhar, Payal Bajaj
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Patent number: 10922492Abstract: Techniques are disclosed to assist an author in creating content variations of a given input text to better suit the mood or the affect preferences of the target audience. Affect distribution in the content is utilized to capture these psycholinguistic preferences. According to one embodiment, in a first phase the optimal/idea psycholinguistic preference for text content aimed at a particular audience segment is determined. In a second phase, a given text content is modified to align to a target language distribution, which was determined in the first phase. In one example case, word level replacement, insertions and deletions are executed to generate a modified and coherent version of the input text. The output text thus reflects the psycholinguistic requirements of the audience.Type: GrantFiled: June 29, 2018Date of Patent: February 16, 2021Assignee: Adobe Inc.Inventors: Niyati Himanshu Chhaya, Tanya Goyal, Projjal Chanda, Kushal Chawla, Jaya Singh, Cedric Huesler
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Patent number: 10915577Abstract: A framework is provided for constructing enterprise-specific knowledge bases from enterprise-specific data that includes structured and unstructured data. Relationships between entities that match known relationships are identified for each of a plurality of tuples included in the structured data. Where possible, relationships between entities that match known relationships also are identified for tuples included in the unstructured data. If matching relationships between entities that cannot be identified for tuples in the unstructured data, extracted relationships are sequentially clustered to similar relationships and a relationship is assigned to the clustered tuples.Type: GrantFiled: March 22, 2018Date of Patent: February 9, 2021Assignee: ADOBE INC.Inventors: Balaji Vasan Srinivasan, Rajat Chaturvedi, Tanya Goyal, Paridhi Maheshwari, Anish Valliyath Monsy, Abhilasha Sancheti
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Patent number: 10891667Abstract: Embodiments are disclosed for bundling and arranging online content fragments for presentation based on content-specific metrics and inter-content constraints. For example, a content management application accesses candidate content fragments, a content-specific metric, and an inter-content constraint. The content management application computes minimum and maximum contribution values for the candidate content fragments. The content management application selects, based on the computed minimum and maximum contribution values, a subset of the candidate content fragments. The content management application applies, subject to the inter-content constraint, a bundle-selection function to the selected candidate content fragments and thereby identifies a bundle of online content fragments. The content management application outputs the identified bundle of online content fragments for presentation via an online service.Type: GrantFiled: August 28, 2017Date of Patent: January 12, 2021Assignee: ADOBE INC.Inventors: Balaji Vasan Srinivasan, Shiv Kumar Saini, Kundan Krishna, Anandhavelu Natarajan, Tanya Goyal, Pranav Ravindra Maneriker, Cedric Huesler
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Publication number: 20200387979Abstract: Techniques and systems for determining paywall metrics are described. In an implementation, a candidate paywall metric is created that corresponds to an increased propensity of users to engage in a paid transaction when exposed to a paywall. In this way, providers of digital content may increase the proportion of users that perform a transaction when exposed to the paywall.Type: ApplicationFiled: August 25, 2020Publication date: December 10, 2020Applicant: Adobe Inc.Inventors: Gaurush Hiranandani, Tanya Goyal, Sumit Shekhar, Payal Bajaj
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Patent number: 10853887Abstract: Techniques and systems for determining paywall metrics are described. In an implementation, a candidate paywall metric is created that corresponds to an increased propensity of users to engage in a paid transaction when exposed to a paywall. In this way, providers of digital content may increase the proportion of users that perform a transaction when exposed to the paywall.Type: GrantFiled: September 27, 2016Date of Patent: December 1, 2020Assignee: Adobe Inc.Inventors: Gaurush Hiranandani, Tanya Goyal, Sumit Shekhar, Payal Bajaj
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Publication number: 20200364361Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to facilitate identification of security policies for documents. In one embodiment, content features are identified from a set of documents having assigned security policies. The content features and corresponding security policies are analyzed to generate a security policy prediction model. Such a security policy prediction model can then be used to identify a security policy relevant to a document.Type: ApplicationFiled: August 4, 2020Publication date: November 19, 2020Inventors: Tanya Goyal, Sanket Vaibhav Mehta, Balaji Vasan Srinivasan, Ankur Jain
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Patent number: 10796095Abstract: Techniques are disclosed for predicting a tone of a text communication using psycholinguistic features of the text communication. In some examples, a method may include generating a feature vector for a text communication using features, including psycholinguistic features, extracted from the text communication, and predicting a tone of the text communication based on the feature vector. The tone is predicted by a trained prediction module that is trained using psycholinguistic features of text communications in a training set used to train the trained prediction module. The predicted tone is at least one of a predicted measure of frustration, a predicted measure of formality, and a predicted measure of politeness.Type: GrantFiled: April 5, 2018Date of Patent: October 6, 2020Assignee: Adobe Inc.Inventors: Niyati Himanshu Chhaya, Tanya Goyal, Projjal Chanda, Kushal Chawla, Jaya Singh
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Patent number: 10783262Abstract: Embodiments of the present invention provide systems, methods, and computer storage media directed to facilitate identification of security policies for documents. In one embodiment, content features are identified from a set of documents having assigned security policies. The content features and corresponding security policies are analyzed to generate a security policy prediction model. Such a security policy prediction model can then be used to identify a security policy relevant to a document.Type: GrantFiled: February 3, 2017Date of Patent: September 22, 2020Assignee: ADOBE INC.Inventors: Tanya Goyal, Sanket Vaibhav Mehta, Balaji Vasan Srinivasan, Ankur Jain
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Patent number: 10713432Abstract: This disclosure generally covers systems and methods that identify and differentiate types of changes made from one version of a document to another version of the document. In particular, the disclosed systems and methods identify changes between different document versions as factual changes or paraphrasing changes or (in some embodiments) as changes of a more specific revision category. Moreover, in some embodiments, the disclosed systems and methods also generate a comparison of the first and second versions that identifies changes as factual changes or paraphrasing changes or (in some embodiments) as changes of a more specific revision category. The disclosed systems and methods, in some embodiments, further rank sentences that include changes made between different document versions or group similar (or the same) type of changes within a comparison of document versions.Type: GrantFiled: March 31, 2017Date of Patent: July 14, 2020Assignee: ADOBE INC.Inventors: Tanya Goyal, Sachin Kelkar, Natwar Modani, Manas Agarwal, Jeenu Grover
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Patent number: 10528652Abstract: A method for generating predictive insights for authoring messages is provided. The method includes receiving a message to be sent as an input. Key performance indicator (KPI) whose value is to be predicted for the message is identified from the input or marketing tool configuration. A plurality of feature vectors of the message are generated. KPI contributions for the plurality of feature vectors are determined using feature vectors of messages sent in past and tracked KPI values of the messages sent in past. The KPI contribution is a measure of contribution of feature vector to value of the KPI. Value of the KPI for the message is predicted by applying determined KPI contributions to the plurality of feature vectors. Apparatus for substantially performing the method as described herein is also provided.Type: GrantFiled: July 30, 2018Date of Patent: January 7, 2020Assignees: Adobe Inc., Neolane SASInventors: Tanya Goyal, Kokil Jaidka, Frederic Mary
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Publication number: 20200004820Abstract: Techniques are disclosed to assist an author in creating content variations of a given input text to better suit the mood or the affect preferences of the target audience. Affect distribution in the content is utilized to capture these psycholinguistic preferences. According to one embodiment, in a first phase the optimal/idea psycholinguistic preference for text content aimed at a particular audience segment is determined. In a second phase, a given text content is modified to align to a target language distribution, which was determined in the first phase. In one example case, word level replacement, insertions and deletions are executed to generate a modified and coherent version of the input text. The output text thus reflects the psycholinguistic requirements of the audience.Type: ApplicationFiled: June 29, 2018Publication date: January 2, 2020Applicant: Adobe Inc.Inventors: Niyati Himanshu Chhaya, Tanya Goyal, Projjal Chanda, Kushal Chawla, Jaya Singh, Cedric Huesler
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Patent number: 10521494Abstract: Content can be displayed in different manners on different devices (e.g., having different display sizes) using different layout templates. The techniques discussed herein automatically select a layout template for the content for a particular display device, and transform the content to that layout template for display. Generally, the content is categorized into multiple different categories, and the layout template is also categorized into the same categories. For each of the categories, a mapping of part of the content to a layout element of the layout template is selected. A content display for the layout template is generated by porting (and possibly transforming) the parts of the content into the mapped-to element (as indicated by the selected edges) of the layout. In one or more embodiments, the content display can then be displayed or communicated to another device for display.Type: GrantFiled: February 2, 2016Date of Patent: December 31, 2019Assignee: Adobe Inc.Inventors: Balaji Vasan Srinivasan, Vineet Sharma, Varun Syal, Tanya Goyal, Shubhankar Suman Singh, Cedric Huesler
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Publication number: 20190311035Abstract: Techniques are disclosed for predicting a tone of a text communication using psycholinguistic features of the text communication. In some examples, a method may include generating a feature vector for a text communication using features, including psycholinguistic features, extracted from the text communication, and predicting a tone of the text communication based on the feature vector. The tone is predicted by a trained prediction module that is trained using psycholinguistic features of text communications in a training set used to train the trained prediction module. The predicted tone is at least one of a predicted measure of frustration, a predicted measure of formality, and a predicted measure of politeness.Type: ApplicationFiled: April 5, 2018Publication date: October 10, 2019Applicant: Adobe Inc.Inventors: Niyati Himanshu Chhaya, Tanya Goyal, Projjal Chanda, Kushal Chawla, Jaya Singh
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Publication number: 20190294732Abstract: A framework is provided for constructing enterprise-specific knowledge bases from enterprise-specific data that includes structured and unstructured data. Relationships between entities that match known relationships are identified for each of a plurality of tuples included in the structured data. Where possible, relationships between entities that match known relationships also are identified for tuples included in the unstructured data. If matching relationships between entities that cannot be identified for tuples in the unstructured data, extracted relationships are sequentially clustered to similar relationships and a relationship is assigned to the clustered tuples.Type: ApplicationFiled: March 22, 2018Publication date: September 26, 2019Inventors: BALAJI VASAN SRINIVASAN, RAJAT CHATURVEDI, TANYA GOYAL, PARIDHI MAHESHWARI, ANISH VALLIYATH MONSY, ABHILASHA SANCHETI
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Publication number: 20180336172Abstract: A method for generating predictive insights for authoring messages is provided. The method includes receiving a message to be sent as an input. Key performance indicator (KPI) whose value is to be predicted for the message is identified from the input or marketing tool configuration. A plurality of feature vectors of the message are generated. KPI contributions for the plurality of feature vectors are determined using feature vectors of messages sent in past and tracked KPI values of the messages sent in past. The KPI contribution is a measure of contribution of feature vector to value of the KPI. Value of the KPI for the message is predicted by applying determined KPI contributions to the plurality of feature vectors. Apparatus for substantially performing the method as described herein is also provided.Type: ApplicationFiled: July 30, 2018Publication date: November 22, 2018Inventors: Tanya Goyal, Kokil Jaidka, Frederic Mary
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Publication number: 20180285326Abstract: This disclosure generally covers systems and methods that identify and differentiate types of changes made from one version of a document to another version of the document. In particular, the disclosed systems and methods identify changes between different document versions as factual changes or paraphrasing changes or (in some embodiments) as changes of a more specific revision category. Moreover, in some embodiments, the disclosed systems and methods also generate a comparison of the first and second versions that identifies changes as factual changes or paraphrasing changes or (in some embodiments) as changes of a more specific revision category. The disclosed systems and methods, in some embodiments, further rank sentences that include changes made between different document versions or group similar (or the same) type of changes within a comparison of document versions.Type: ApplicationFiled: March 31, 2017Publication date: October 4, 2018Inventors: Tanya Goyal, Sachin Kelkar, Natwar Modani, Manas Agarwal, Jeenu Grover