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Research Papers

title
authors
conference
/ journal
research areas
date
Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models
AUTHORS

Suwon Shon

Kwangyoun Kim

Prashant Sridhar

Yi-Te Hsu

Shinji Watanabe

Karen Livescu

conference/journal
ICASSP 2024
RESEARCH AREAS

Computation and Language

‍Sound

Audio and Speech Processing

Date
Dec 2024
Sparse Rewards Can Self-Train Dialogue Agents
AUTHORS

Barrett Martin Lattimer

Varun Gangal

Ryan McDonald

Yi Yang

‍

conference/journal
ICLR2025
RESEARCH AREAS

Computation and Language

‍

Date
Sep 2024
Convolution-Augmented Parameter-Efficient Fine-Tuning for Speech Recognition
AUTHORS

Kwangyoun Kim

Suwon Shon

Yi-Te Hsu

Prashant Sridhar

Karen Livescu

Shinji Watanabe

‍

conference/journal
Interspeech 2024
RESEARCH AREAS
Date
Sep 2024
Sample-efficient diffusion for text-to-speech synthesis
AUTHORS

Justin Lovelace

Soham Ray

Kwangyoun Kim

Kilian Q. Weinberger

Felix Wu

‍

conference/journal
Interspeech 2024
RESEARCH AREAS

Sound

Artificial Intelligence

Machine Learning

‍

Date
Sep 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses
AUTHORS

Dongxu Zhang

Varun Gangal

Barrett Martin Lattimer

Yi Yang

‍

conference/journal
ACL 2024
RESEARCH AREAS

Artificial Intelligence

Computation and Language

‍

Date
Jul 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
AUTHORS

Suwon Shon

Kwangyoun Kim

Yi-Te Hsu

Prashant Sridhar

Shinji Watanabe

Karen Livescu

‍

conference/journal
Interspeech 2024
RESEARCH AREAS

Computation and Language

Sound

Audio and Speech Processing

‍

Date
Jun 2024
Call Translator with Voice Cloning Using Transformers
AUTHORS

Nawaz Fateen Khan

Nandan Hemanth

Navyae Goyal

Pranav KR

Pooja Agarwal

‍

conference/journal
IEEE 2024
RESEARCH AREAS

Machine learning algorithms
Navigation
Cloning
Speech recognition
Machine learning
Linguistics
Transformers

‍

Date
Jun 2024
SteP: Stacked LLM Policies for Web Actions
AUTHORS

Paloma_Sodhi

S.R.K Branavan

Yoav Artzi

Ryan McDonald

‍

conference/journal
COLM 2024
RESEARCH AREAS

LMs with tools and code

Date
May 2024
Improving ASR Contextual Biasing with Guided Attention
AUTHORS

Jiyang Tang

‍Kwangyoun Kim

‍Suwon Shon

‍Felix Wu

‍Prashant Sridhar

Shinji Watanabe

conference/journal
ICASSP 2024
RESEARCH AREAS

Computation and Language

‍Audio and Speech Processing

Date
Jan 2024
Fast and Accurate Factual Inconsistency Detection Over Long Documents
AUTHORS

Barrett Martin Lattimer

Patrick Chen

Xinyuan Zhang

Yi Yang

conference/journal
EMNLP 2023
RESEARCH AREAS

Hallucination Detection

Dialogue Evaluation

Language Models

Date
Dec 2023
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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
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Mathematical Models of Graphical User Interfaces
PATENT NUMBER
11,836,331
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Fast Neural Network Implementations by Increasing Parallelism of Cell Computations
PATENT NUMBER
11,763,149
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Vector Space Representations of Graphical User Interfaces
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11,861,378
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Extracting Clinical Follow-Ups From Discharge Summaries
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11,861,314
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Identifying Representative Conversations Using a State Model

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PATENT NUMBER
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Few Shot Named Entity Recognition
PATENT NUMBER
11,860,684
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Predicting Customer Support Requests
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11,790,376
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Flexible Capacity in an Electronic Environment
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11,790,375
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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
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Trend Detection Via Machine Learning Models
PATENT NUMBER
11,763,230
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Automated Conversation Goal Discovery Using Neural Networks and Deep Multi-View Clustering
PATENT NUMBER
11,687,730
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Clarification of Natural Language Requests Using Neural Networks
PATENT NUMBER
11,610,064
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Modifying Text According to a Specified Attribute
PATENT NUMBER
11,610,061
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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
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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
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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
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Removing Personal Information From Text Using Multiple Levels of Redaction
PATENT NUMBER
11,386,259
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Maintaining Machine Language Model State Across Communication Channels
PATENT NUMBER
11,373,044
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Automatic Software Generation For Computer Systems
PATENT NUMBER
11,262,986
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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
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Automatically Suggesting Completions of Text
PATENT NUMBER
9,807,037
Link
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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
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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
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Method for Producing a Speech Rendition of Text from Diphone Sounds
PATENT NUMBER
6,879,957
Link
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