Research Papers

title

authors

conference
/ journal

research areas

date

Semantic Matching for Sequence-to-Sequence Learning

AUTHORS

Ruiyi Zhang
Changyou Chen
Xinyuan Zhang
Ke Bai
Lawrence Carin

conference/journal

EMNLP

RESEARCH AREAS

Text Matching

Date

Nov 2020

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

AUTHORS

Yi Yang
Arzoo Katiyar

conference/journal

EMNLP

RESEARCH AREAS

Data Efficiency
Few Shot Learning

Date

Oct 2020

Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes

AUTHORS

Xinyuan Zhang
Ruiyi Zhang
Manzil Zaheer
Amr Ahmed

conference/journal

AAAI

RESEARCH AREAS

Summarization

Date

Sep 2020

Importance Weighted Generative Networks

AUTHORS

Maurice Diesendruck
Ethan Elenberg
Rajat Sen
Guy W Cole
Sanjay Shakkottai
Sinead A Williamson

conference/journal

ECML PKDD

RESEARCH AREAS

Generation

Date

Sep 2020

Dialog Intent Induction with Deep Multi-View Clustering

AUTHORS

Hugh Perkins
Yi Yang

conference/journal

EMNLP

RESEARCH AREAS

Data Efficiency
Dialogue System

Date

Sep 2020

MultiFiT: Efficient Multi-lingual Language Model Fine-tuning

AUTHORS

Julian Eisenschlos
Sebastian Ruder
Piotr Czapla
Marcin Kardas
Sylvain Gugger
Jeremy Wohlwend

conference/journal

EMNLP

RESEARCH AREAS

Data Efficiency

Date

Jun 2020

ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition

AUTHORS

Jing Pan
Joshua Shapiro
Jeremy Wohlwend
Kyu Han

conference/journal

Interspeech

RESEARCH AREAS

ASR

Date

May 2020

Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments

AUTHORS

Howard Chen
Alane Suhr
Dipendra Misra
Noah Snavly
Yoav Artzi

conference/journal

Interspeech

RESEARCH AREAS

ASR

Date

May 2020

Interactive Classification by Asking Informative Questions

AUTHORS

Lili Yu
Howard Chen
Tao Lei
Yoav Artzi
Sida Wang

conference/journal

ACL

RESEARCH AREAS

Task Oriented Dialogue

Date

May 2020

Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport

AUTHORS

Kyle Swanson
Lili Yu
Tao Lei

conference/journal

ACL

RESEARCH AREAS

Explainable AI

Date

May 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

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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