Research Papers

title

authors

conference
/ journal

research areas

date

Multi-mode Transformer Transducer with Stochastic Future Context

AUTHORS

conference/journal

Interspeech 2021

RESEARCH AREAS

ASR

Date

Jun 2021

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes

AUTHORS

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
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

conference/journal

ICASSP 2021

RESEARCH AREAS

ASR

Date

Apr 2021

Revisiting Few-sample BERT Fine-tuning

AUTHORS

Tianyi Zhang
Felix Wu
Arzoo Katiyar
Kilian Weinberger
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

conference/journal

EMNLP

RESEARCH AREAS

Model Compression

Date

Mar 2021

When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute

AUTHORS

Tao Lei

conference/journal

EMNLP 2021

RESEARCH AREAS

NLP

Date

Mar 2021

On Feature Normalization and Data Augmentation

AUTHORS

Boyi Li
Felix Wu
Ser Nam Lim
Serge Belongie
Kilian Weinberger

conference/journal

CVPR

RESEARCH AREAS

Data Efficiency

Date

Feb 2021

Identifying Mislabeled Data using the Area Under the Margin Ranking

AUTHORS

Geoff Pleiss
Tianyi Zhang
Ethan Elenberg
Kilian Weinberger

conference/journal

NeurIPS

RESEARCH AREAS

Data Efficiency

Date

Dec 2020

Imitation Learning for Knowledge Distillation

AUTHORS

Alex Lin
Jeremy Wohlwend
Howard Chen
Tao Lei

conference/journal

EMNLP

RESEARCH AREAS

Model Compression

Date

Nov 2020

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

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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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