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Research Papers

title
authors
conference
/ journal
research areas
date
Building a Production Retrieval Model for Goal-Oriented Dialogue
AUTHORS

Kyle Swanson
Lili Yu
Chris Fox
Jeremy Wohlwend
Tao Lei

conference/journal
ACL
RESEARCH AREAS

Text Matching

Date
Aug 2019
Syntax-Infused Variational Autoencoder for Text Generation
AUTHORS

Xinyuan Zhang
Yi Yang
Siyang Yuan
Dinghan Shen
Lawrence Carin

conference/journal
ACL
RESEARCH AREAS

Generation

Date
Jul 2019
Flambé: A Customizable Framework for Natural Language Processing Experiments
AUTHORS

Jeremy Wohlwend
Nicholas Matthews
Ivan Itzcovich

conference/journal
ACL
RESEARCH AREAS

MN/NLP Framework

Date
Jul 2019
A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition
AUTHORS

Chen Tse Tsai
Ravneet Arora
Ketevan Tsereteli
Prabhanjan Kambadur
Yi Yang

conference/journal
ACL
RESEARCH AREAS

Information Extraction IE

Date
Jul 2019
Adversarial DomAIn Adaptation for Duplicate Question Detection
AUTHORS

Darsh J Shah
Tao Lei
Alessandro Moschitti
Salvatore Romeo
Preslav Nakov

conference/journal
EMNLP
RESEARCH AREAS

Data Efficiency

Date
Sep 2018
Style Transfer from Non-Parallel Text by Cross-Alignment
AUTHORS

Tianxiao Shen
Tao Lei
Regina Barzilay
Tommi Jaakkola

conference/journal
NeurIPS
RESEARCH AREAS

Generation

Date
Nov 2017
Simple Recurrent Units for highly Parallelizable Recurrence
AUTHORS

Tao Lei
Yu Zhang
Sida Wang
Hui Dai
Yoav Artzi

conference/journal
EMNLP
RESEARCH AREAS

Data Efficiency

Date
Sep 2017
CUDA-on-CL: a compiler and runtime for running NVIDIA® CUDA™ C++ 11 applications on OpenCL™ 1.2 Devices
AUTHORS

Hugh Perkins

conference/journal
IWOCL
RESEARCH AREAS

Hardware And Architecture

Date
May 2017
cltorch: a Hardware-Agnostic Backend for the Torch Deep Neural Network Library, Based on OpenCL
AUTHORS

Hugh Perkins

conference/journal
RESEARCH AREAS

Hardware And Architecture

Date
Jun 2016
No items found.
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Fast Neural Network Implementations by Increasing Parallelism of Cell Computations

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title
PATENT NUMBER
LINK
Predicting Customer Support Requests
PATENT NUMBER
11,790,376
Link
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Flexible Capacity in an Electronic Environment
PATENT NUMBER
11,790,375
Link
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System, Method, and Computer Program for Extracting Utterances Corresponding to a User Problem Statement in a Conversation Between a Human Agent and a User
PATENT NUMBER
11,763,803
Link
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Trend Detection Via Machine Learning Models
PATENT NUMBER
11,763,230
Link
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Automated Conversation Goal Discovery Using Neural Networks and Deep Multi-View Clustering
PATENT NUMBER
11,687,730
Link
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Identifying Representative Conversations Using a State Model

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title
PATENT NUMBER
LINK
Clarification of Natural Language Requests Using Neural Networks
PATENT NUMBER
11,610,064
Link
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Modifying Text According to a Specified Attribute
PATENT NUMBER
11,610,061
Link
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Mathematical Models of Graphical User Interfaces
PATENT NUMBER
11,567,851
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Initialization of Automated Workflows
PATENT NUMBER
11,588,760
Link
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Automated Communications Over Multiple Channels
PATENT NUMBER
11,588,759
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Intent Discovery with a Prototype Classifier
PATENT NUMBER
11,551,004
Link
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Adapting Application Programming Interfaces with Schema Mappings
PATENT NUMBER
11,537,448
Link
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Speech Sentiment Analysis Using a Speech Sentiment Classifier Pretrained with Pseudo Sentiment Labels
PATENT NUMBER
11,521,639
Link
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System, Method, and Computer Program for Obtaining a Unified Named Entity Recognition Model with the Collective Predictive Capabilities of Teacher Models with Different Tag Sets Using Marginal Distillation
PATENT NUMBER
11,487,944
Link
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Customized Message Suggestion With User Embedding Vectors
PATENT NUMBER
11,425,064
Link
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Removing Personal Information From Text Using Multiple Levels of Redaction
PATENT NUMBER
11,386,259
Link
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Maintaining Machine Language Model State Across Communication Channels
PATENT NUMBER
11,373,044
Link
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Automatic Software Generation For Computer Systems
PATENT NUMBER
11,262,986
Link
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File Matching With Rationale Alignment Using Neural Networks And An Optimal Transport Algorithm
PATENT NUMBER
11,238,278
Link
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Processing An Incomplete Message With A Neural Network To Generate Suggested Messages
PATENT NUMBER
11,216,510
Link
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System, Method, and Computer Program for Creating a Complete Transcription of an Audio Recording from Separately Transcribed Redacted and Unredacted Words
PATENT NUMBER
11,138,970
Link
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Fast Neural Network Implementations by Increasing Parallelism of Cell Computations
PATENT NUMBER
11,106,975
Link
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Identifying Representative Conversations Using a State Model
PATENT NUMBER
10,984,781
Link
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Automated Upsells in Customer Conversations
PATENT NUMBER
10,885,529
Link
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Using a Neural Network to Optimize Processing of User Requests
PATENT NUMBER
10,762,423
Link
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Processing Communications Using a Prototype Classifier
PATENT NUMBER
10,747,957
Link
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Assisting Entities in Responding to a Request of a User
PATENT NUMBER
10,733,614
Link
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Suggesting Resources Using Context Hashing
PATENT NUMBER
10,650,311
Link
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Using Semantic Processing for Customer Support
PATENT NUMBER
10,535,071
Link
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Updating Natural Language Interfaces by Processing Usage Data
PATENT NUMBER
10,515,104
Link
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Automatic Communication Using an Intent Classifier
PATENT NUMBER
10,497,004
Link
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Maintaining Quality of Customer Support Messages
PATENT NUMBER
10,489,792
Link
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Word Hash Language Model
PATENT NUMBER
10,482,875
Link
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Automatically Suggesting Resources for Responding to a Request
PATENT NUMBER
10,453,074
Link
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Assisting Entities in Responding to a Request of a User
PATENT NUMBER
10,387,888
Link
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Detecting Events from Customer Support Sessions
PATENT NUMBER
10,334,106
Link
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Updating Natural Language Interfaces by Processing Usage Data
PATENT NUMBER
10,210,244
Link
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Removing Personal Information from Text Using a Neural Network
PATENT NUMBER
10,169,315
Link
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Word Hash Language Model
PATENT NUMBER
10,109,275
Link
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Detecting Events from Customer Support Sessions
PATENT NUMBER
10,097,690
Link
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Using Semantic Processing for Customer Support
PATENT NUMBER
10,083,451
Link
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Method, Medium, and System for Responding to Customer Requests with State Tracking
PATENT NUMBER
9,892,414
Link
View Details
Automatically Suggesting Completions of Text
PATENT NUMBER
9,807,037
Link
View Details
Automatically Suggesting Response to a Received Message
PATENT NUMBER
9,805,371
Link
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Automatically Responding to a Request of a User
PATENT NUMBER
9,715,496
Link
View Details
Automatic Calibration of Command-Detection Thresholds
PATENT NUMBER
8,990,079
Link
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Method and Apparatus to Generate Audio Versions of Web Pages
PATENT NUMBER
8,838,673
Link
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Process and System for the Semantic Selection of Document Templates
PATENT NUMBER
7,492,949
Link
View Details
Method for Producing a Speech Rendition of Text from Diphone Sounds
PATENT NUMBER
6,879,957
Link
View Details

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