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Research Papers

title
authors
conference
/ journal
research areas
date
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition
AUTHORS

Jing Pan
Tao Lei Phd
Kwangyoun Kim
Kyu Han Phd
Shinji Watanabe

conference/journal
ICASSP 2022
RESEARCH AREAS

ASR

Date
Oct 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
AUTHORS

Derek Chen
Zhou Yu

conference/journal
EMNLP 2021
RESEARCH AREAS

Data Augmentation
NLU

Date
Sep 2021
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition
AUTHORS

Felix Wu Phd
Kwangyoun Kim
Jing Pan
Kyu Han Phd
Kilian Weinberger Phd
Yoav Artzi

conference/journal
ICASSP 2022
RESEARCH AREAS

ASR

Date
Sep 2021
Leveraging Pre-trained Language Model for Speech Sentiment Analysis
AUTHORS

Suwon Shon Phd
Pablo Brusco
Jing Pan
Kyu Han Phd
Shinji Watanabe

conference/journal
Interspeech 2021
RESEARCH AREAS

Pre-Training
Sentiment Analysis

Date
Jul 2021
Multi-mode Transformer Transducer with Stochastic Future Context
AUTHORS

Kwangyoun Kim
Felix Wu Phd
Prashant Sridhar
Kyu Han Phd
Shinji Watanabe

conference/journal
Interspeech 2021
RESEARCH AREAS

ASR

Date
Jun 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
AUTHORS

James Mullenbach
Yada Pruksachatkun
Sean Adler
Jennifer Seale
Jordan Swartz
T Greg Mckelvey
Hui Dai
Yi Yang Phd
David Sontag

conference/journal
ACL-IJCNLP 2021
RESEARCH AREAS

Benchmark
Data Sets
NLP

Date
Jun 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
AUTHORS

Derek Chen
Howard Chen
Yi Yang Phd
Alex Lin
Zhou Yu

conference/journal
NAACL
RESEARCH AREAS

Benchmark
Data Sets
Task Oriented Dialogue

Date
Apr 2021
Multistream CNN for Robust Acoustic Modeling
AUTHORS

Kyu Han Phd
Jing Pan
Venkata Krishna Naveen Tadala
Tao Ma Phd
Dan Povey

conference/journal
ICASSP 2021
RESEARCH AREAS

ASR

Date
Apr 2021
Revisiting Few-sample BERT Fine-tuning
AUTHORS

Tianyi Zhang
Felix Wu Phd
Arzoo Katiyar
Kilian Weinberger Phd
Yoav Artzi

conference/journal
ICLR
RESEARCH AREAS

Information Extraction IE
Information Retrieval IR

Date
Mar 2021
Structured Pruning of Large Language Models
AUTHORS

Ziheng Wang
Jeremy Wohlwend
Tao Lei Phd

conference/journal
EMNLP
RESEARCH AREAS

Model Compression

Date
Mar 2021
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Fast Neural Network Implementations by Increasing Parallelism of Cell Computations

View Patent
title
PATENT NUMBER
LINK
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

Identifying Representative Conversations Using a State Model

View Patent
title
PATENT NUMBER
LINK
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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