2020

Trends & Best Practices

The 2020 Trends for Applied Natural Language Processing

David Talby

David Talby

CTO at John Snow Labs

NLP Industry Survey Analysis: the industry landscape of natural language use cases in 2020

Paco Nathan

Paco Nathan

Evil Mad Scientist and Founder at Derwen AI

Auto NLP: Pretrain, Tune & Deploy State-of-the-art Models Without Coding

Dia Trambitas

Dia Trambitas

Product Lead at John Snow Labs

Proof-of-Concept Delight

Joel Grus

Joel Grus

Principal Engineer at Capital Group

Distributed Natural Language Processing Apps for Financial Engineering

Moody Hadi

Moody Hadi

Group Manager, Financial Engineering at S&P Global Market Intelligence

Bleeding edge applications of 2020 Transformers

Kamal Ali

Kamal Ali

ML/NLP Consultant

How Freshworks Freddy AI leverages NLP to deliver Ethics-First Customer Experiences at Scale

Peter Stadlinger

Peter Stadlinger

Head of Product for Freshworks CRM

NLP for Recruitment Automation: Building a Chatbot from the Job Description

Keisuke Inoue

Keisuke Inoue

NLP Data Scientist at Wade and Wendy

Continuous pretraining and delivery of NLP models to optimize sales engagement

Yong Liu

Yong Liu

Principal Data Scientist at Outreach.io

Beyond Accuracy: Behavioral Testing of NLP Models with CheckList

Marco Túllio Ribeiro

Marco Túllio Ribeiro

Senior Researcher at Microsoft Research

Deep Learning for Legal NLP

Brian Ulicny

Brian Ulicny

VP, Thomson Reuters Labs, Americas at Thomson Reuters

A Unified CV, OCR & NLP Model Pipeline for Document Understanding at DocuSign

Patrick Beukema

Patrick Beukema

Senior ML Engineer at DocuSign

Michael Chertushkin

Michael Chertushkin

Data Scientist at John Snow Labs

Continuous pretraining and delivery of NLP models to optimize sales engagement

Paco Nathan

Paco Nathan

Evil Mad Scientist & Founder at Derwen AI

Amy Heineike

Amy Heineike

Chief Product Architect at Primer AI

Joel Grus

Joel Grus

Engineering leader / ML / AI / NLP
Felisia Loukou

Felisia Loukou

Senior NLP Data Scientist at Adarga

Daniel Vila Suero

Daniel Vila Suero

CEO & Founder at Recognai

Open-source Libraries

State of the Art Natural Language Understanding in Python

Maziyar Panahi

Maziyar Panahi

Spark NLP Lead at John Snow Labs

NLP is going to be the most transformational tech of the decade!

Clément Delangue

Clément Delangue

CEO at Hugging Face

Stanza: A Multi-lingual Multi-domain Python Natural Language Processing Toolkit

Yuhao Zhang

Yuhao Zhang

Researcher at Stanford University & Stanza Committer

AllenNLP grows eyes: Combining natural language with vision

Dirk Groeneveld

Dirk Groeneveld

Sr. Software Engineer at Allen Institute for Artificial Intelligence (AI2) & Allen NLP Committer

John Snow Labs NLU: The simplicity of Python, the power of Spark NLP

Christian Kasim Loan

Christian Kasim Loan

Senior Data Scientist at John Snow Labs

How to train state of the art NLP models without writing code using Ludwig

Piero Molino

Piero Molino

ML/NLP Research Scientist at Stanford University & Ludwig.ai Committer

Real Time Stream Processing for NLP at Scale

Alejandro Saucedo

Alejandro Saucedo

Chief Scientist at The Institute for Ethical AI & Machine Learning

Bringing Spark NLP to R

David Kincaid

David Kincaid

Senior Data Scientist at IDEXX & r-spark/sparknlp Committer

Learning from the vector space: extracting knowledge from x2vec

Janna Lipenkova

Janna Lipenkova

Founder and CEO at Anacode

Propaganda Analysis with NLP: What Can We Possibly Learn from “Fake News?”

Weifeng Zhong

Weifeng Zhong

Senior Research Fellow, Mercatus at GMU

Ray for NLP

Dean Wampler

Dean Wampler

Head of Developer Relations at Anyscale

Efficiency is the New Precision

Francisco De Sousa Webber

Francisco De Sousa Webber

CEO, Founder at Cortical.io

NLP in the presidential election, what is possible?

Scott Murdoch

Scott Murdoch

Director, Data Science at HealthJoy

Keeping Up With Evolving Languages

Kfir Bar

Kfir Bar

Chief Scientist at Basis Tech

NLP Research to Production: 3 Case Studies

Christine Gerpheide

Christine Gerpheide

CTO at Bespoke

How To Train BERT 15x Faster

Neil Conway

Neil Conway

CTO at Determined.ai

NLP in Healthcare

Towards better than human clinical Named Entity Recognition

Veysel Kocaman

Veysel Kocaman

Senior Data Scientist and ML Engineer at John Snow Labs

NLP in Healthcare – Challenges & Opportunities

Ganesh Thondikulam

Ganesh Thondikulam

Executive Director at Kaiser Permanente

Automated Diagnosis & Prediction in Healthcare

Kira Radinsky

Kira Radinsky

ChairWoman & CTO at Diagnostic Robotics

NLP in Oncology Real World Data: Opportunities to develop a true learning healthcare system

George A. Komatsoulis, Ph.D.

George A. Komatsoulis, Ph.D.

Chief of Bioinformatics at CancerLinQ

Build powerful patient cohorts for population analysis using unstructured healthcare data

Sriram Parthasarathy

Sriram Parthasarathy

VP & Chief Product Officer at MetiStream

Advancing the Patient Experience with Human-Centered AI Design

Catherine Havasi

Catherine Havasi

Founder and CEO at Luminoso Technologies

Text Analytics and its Applications in the Pharma Industry

Dr. Harsha Gurulingappa

Dr. Harsha Gurulingappa

Text Analytics Product Owner at Merck KGaA

Lesson Learned annotating training data for healthcare NLP projects

Rebecca Leung

Rebecca Leung

Clinical Data Researcher at John Snow Labs

Marianne Mak

Marianne Mak

Clinical Data Researcher at John Snow Labs

Using Spark NLP to build a drug discovery knowledge graph for COVID-19

Vishnu Vettrivel

Vishnu Vettrivel

Founder & CEO at Wisecube

Alexander Thomas

Alexander Thomas

Principal Data Scientist at Wisecube

The challenge of Table Mining of clinical documents

Orly Frank

Orly Frank

VP R&D at Beaconcure

Biases in NLP datasets and how that is impacting model results

Vamsi Sisla

Vamsi Sisla

Director of Data Sciences at Unify Consulting/ UC Berkeley

Panel: Challenges in Applying NLP in Real-World Healthcare Systems

David Talby

David Talby

CTO at John Snow Labs

Ben Lorica

Ben Lorica

Chair of the NLP Summit & co-chair of the Ray Summit

Catherine Havasi

Catherine Havasi

Founder and CEO at Dalang

Mitigating the Liabilities of Artificial Intelligence in NLP

Andrew Burt

Andrew Burt

Managing Partner at Bnh.ai

Patrick Hall

Patrick Hall

Principal Scientist at Bnh.ai

Developing language of collaboration for healthier neighborhoods

Marianne Hoogeveen

Marianne Hoogeveen

Staff Data Scientist at Cityblock Health

Automated de-identification of medical documents & images

Mykola Melnyk

Mykola Melnyk

Senior Data Scientists at John Snow Labs

Alina Petukhova

Alina Petukhova

Senior Data Scientists at John Snow Labs

Conversations with Machines

Towards better conversational AI: the importance of open source and conversation-driven development

Justina Petraityte

Justina Petraityte

Head of Developer Relations at Rasa Technologies Inc.

NLP DL in Commercial Environments: Challenges and Solutions

Moshe Wasserblat

Moshe Wasserblat

NLP & DL Research Manager at Intel

Science vs. COVID, conversations at scale

Amy Heineike

Amy Heineike

Chief Product Architect at Primer AI

Towards End-To-End Automatic Speech Recognition

Bo Li

Bo Li

Senior Research Scientist at Google Inc.

Hackathon showcase & winners

Armaan Gupta

Armaan Gupta

CEO at Kreative