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Research Papers

title
authors
conference
/ journal
research areas
date
DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layers
AUTHORS

Sarin Chandy

Varun Gangal

Yi Yang

Gabriel Maggiotti

‍

conference/journal
NeurIPS 2023
RESEARCH AREAS

Machine Learning

Computation and Language

‍

Date
Dec 2023
Domain Private Transformers for Multi-Domain Dialog Systems
AUTHORS

Anmol Kabra
Ethan Elenberg

conference/journal
Findings of EMNLP 2023
RESEARCH AREAS

Language Models
Privacy
Safety

‍

Date
Dec 2023
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks
AUTHORS

Shivanshu Gupta

Clemens Rosenbaum

Ethan R. Elenberg

‍

conference/journal
ICML 2024
RESEARCH AREAS

Computation and Language

Date
Nov 2023
Multi-Step Dialogue Workflow Action Prediction
AUTHORS

Ramya Ramakrishnan

Ethan R. Elenberg

Hashan Narangodage

Ryan McDonald

‍

conference/journal
arXiv
RESEARCH AREAS

Computation and Language

‍Artificial Intelligence

Date
Nov 2023
Workflow-Guided Response Generation for Task-Oriented Dialogue
AUTHORS

Do June Min

Paloma Sodhi

Ramya Ramakrishnan

‍

conference/journal
arXiv
RESEARCH AREAS

Computation and Language

Artificial Intelligence

‍

Date
Nov 2023
HeaP: Hierarchical Policies for Web Actions using LLMs
AUTHORS

Paloma Sodhi

S.R.K Branavan

Ryan McDonald

‍

conference/journal
ICLR 2024
RESEARCH AREAS

applications to robotics

autonomy

planning

‍

Date
Sep 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks
AUTHORS

Yifan Peng
Kwangyoun Kim
Felix Wu
Brian Yan
Siddhant Arora
William Chen
Jiyang Tang
Suwon Shon
Prashant Sridhar
Shinji Watanabe

conference/journal
Interspeech 2023
RESEARCH AREAS

ASR
SLU

Date
Aug 2023
On the Effectiveness of Offline RL for Dialogue Response Generation
AUTHORS

Paloma Sodhi
Felix Wu
Ethan Elenberg
‍Kilian Weinberger
Ryan Mcdonald

‍

conference/journal
ICML 2023
RESEARCH AREAS

Language Models
Reinforcement Learning
Task Oriented Dialogue

Date
Jul 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks
AUTHORS

Suwon Shon
Siddhant Arora
Chyi Jiunn Lin
Ankita Pasad
Felix Wu
Roshan Sharma
Wei Lun Wu
Hung Yi Lee
Karen Livescu
Shinji Watanabe

conference/journal
ACL 2023
RESEARCH AREAS

ASR
Benchmark
SLU

Date
Jul 2023
Structured Pruning of Self-Supervised Pre-TrAIned Models for Speech Recognition and Understanding
AUTHORS

Yifan Peng
Kwangyoun Kim
Felix Wu
Prashant Sridhar
Shinji Watanabe

conference/journal
ICASSP 2023
RESEARCH AREAS

ASR
Model Compression
SLU

Date
Jun 2023
No items found.
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Customer Experience

Fast Neural Network Implementations by Increasing Parallelism of Cell Computations

View Patent
title
PATENT NUMBER
LINK
Generating Conversation Descriptions Using Neural Networks
PATENT NUMBER
11,880,666
Link
View Details
Mathematical Models of Graphical User Interfaces
PATENT NUMBER
11,836,331
Link
View Details
Fast Neural Network Implementations by Increasing Parallelism of Cell Computations
PATENT NUMBER
11,763,149
Link
View Details
Vector Space Representations of Graphical User Interfaces
PATENT NUMBER
11,861,378
Link
View Details
Extracting Clinical Follow-Ups From Discharge Summaries
PATENT NUMBER
11,861,314
Link
View Details

Identifying Representative Conversations Using a State Model

View Patent
title
PATENT NUMBER
LINK
Few Shot Named Entity Recognition
PATENT NUMBER
11,860,684
Link
View Details
Predicting Customer Support Requests
PATENT NUMBER
11,790,376
Link
View Details
Flexible Capacity in an Electronic Environment
PATENT NUMBER
11,790,375
Link
View Details
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
View Details
Trend Detection Via Machine Learning Models
PATENT NUMBER
11,763,230
Link
View Details
Automated Conversation Goal Discovery Using Neural Networks and Deep Multi-View Clustering
PATENT NUMBER
11,687,730
Link
View Details
Clarification of Natural Language Requests Using Neural Networks
PATENT NUMBER
11,610,064
Link
View Details
Modifying Text According to a Specified Attribute
PATENT NUMBER
11,610,061
Link
View Details
Mathematical Models of Graphical User Interfaces
PATENT NUMBER
11,567,851
Link
View Details
Initialization of Automated Workflows
PATENT NUMBER
11,588,760
Link
View Details
Automated Communications Over Multiple Channels
PATENT NUMBER
11,588,759
Link
View Details
Intent Discovery with a Prototype Classifier
PATENT NUMBER
11,551,004
Link
View Details
Adapting Application Programming Interfaces with Schema Mappings
PATENT NUMBER
11,537,448
Link
View Details
Speech Sentiment Analysis Using a Speech Sentiment Classifier Pretrained with Pseudo Sentiment Labels
PATENT NUMBER
11,521,639
Link
View Details
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
View Details
Customized Message Suggestion With User Embedding Vectors
PATENT NUMBER
11,425,064
Link
View Details
Removing Personal Information From Text Using Multiple Levels of Redaction
PATENT NUMBER
11,386,259
Link
View Details
Maintaining Machine Language Model State Across Communication Channels
PATENT NUMBER
11,373,044
Link
View Details
Automatic Software Generation For Computer Systems
PATENT NUMBER
11,262,986
Link
View Details
File Matching With Rationale Alignment Using Neural Networks And An Optimal Transport Algorithm
PATENT NUMBER
11,238,278
Link
View Details
Processing An Incomplete Message With A Neural Network To Generate Suggested Messages
PATENT NUMBER
11,216,510
Link
View Details
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
View Details
Fast Neural Network Implementations by Increasing Parallelism of Cell Computations
PATENT NUMBER
11,106,975
Link
View Details
Identifying Representative Conversations Using a State Model
PATENT NUMBER
10,984,781
Link
View Details
Automated Upsells in Customer Conversations
PATENT NUMBER
10,885,529
Link
View Details
Using a Neural Network to Optimize Processing of User Requests
PATENT NUMBER
10,762,423
Link
View Details
Processing Communications Using a Prototype Classifier
PATENT NUMBER
10,747,957
Link
View Details
Assisting Entities in Responding to a Request of a User
PATENT NUMBER
10,733,614
Link
View Details
Suggesting Resources Using Context Hashing
PATENT NUMBER
10,650,311
Link
View Details
Using Semantic Processing for Customer Support
PATENT NUMBER
10,535,071
Link
View Details
Updating Natural Language Interfaces by Processing Usage Data
PATENT NUMBER
10,515,104
Link
View Details
Automatic Communication Using an Intent Classifier
PATENT NUMBER
10,497,004
Link
View Details
Maintaining Quality of Customer Support Messages
PATENT NUMBER
10,489,792
Link
View Details
Word Hash Language Model
PATENT NUMBER
10,482,875
Link
View Details
Automatically Suggesting Resources for Responding to a Request
PATENT NUMBER
10,453,074
Link
View Details
Assisting Entities in Responding to a Request of a User
PATENT NUMBER
10,387,888
Link
View Details
Detecting Events from Customer Support Sessions
PATENT NUMBER
10,334,106
Link
View Details
Updating Natural Language Interfaces by Processing Usage Data
PATENT NUMBER
10,210,244
Link
View Details
Removing Personal Information from Text Using a Neural Network
PATENT NUMBER
10,169,315
Link
View Details
Word Hash Language Model
PATENT NUMBER
10,109,275
Link
View Details
Detecting Events from Customer Support Sessions
PATENT NUMBER
10,097,690
Link
View Details
Using Semantic Processing for Customer Support
PATENT NUMBER
10,083,451
Link
View Details
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
View Details
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
View Details
Method and Apparatus to Generate Audio Versions of Web Pages
PATENT NUMBER
8,838,673
Link
View Details
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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Transform your enterprise with generative AI • Optimize and grow your CX •
Transform your enterprise with generative AI • Optimize and grow your CX •