doi.bio/douwe_kiela


Douwe Kiela

Overview

Douwe Kiela (born in the Netherlands) is a researcher and scientist specialising in machine learning and natural language processing. He is currently working as the CEO of Contextual AI and as an Adjunct Professor in Symbolic Systems at Stanford University. Kiela received his PhD and MPhil from the University of Cambridge and has previously worked as a Research Scientist at Facebook AI Research and as Head of Research at Hugging Face.

Education

Career

Kiela has held various internships, research positions and teaching roles throughout his career. Notable positions include:

Research Focus

Kiela's research interests lie in machine learning and natural language processing. He focuses on developing better models for language understanding, particularly in grounded, multi-agent, and retrieval-augmented contexts. He also works on creating improved tools for evaluation and benchmarking.

Publications and Citations

A full list of Kiela's publications and citations can be found on Google Scholar. Some of his notable co-authors include:

- Ivan Vulić (Principal Research Associate, University of Cambridge & PolyAI)

Douwe Kiela

Early Life and Education

Douwe Kiela (last name pronounced like "Dow Jones") is a researcher in machine learning and natural language processing. He received his PhD and MPhil in Computer Science from the University of Cambridge, where he also did an internship at Microsoft Research, Cambridge. Prior to that, Kiela obtained an MSc in Logic from the University of Amsterdam and a BSc in Liberal Arts & Sciences with a double major in Cognitive Artificial Intelligence and Philosophy from Utrecht University.

Career

Kiela is currently the CEO at Contextual AI and an Adjunct Professor in Symbolic Systems at Stanford University. Previously, he held the following positions:

Kiela's research interests include developing better models for language understanding and better tools for evaluation and benchmarking. He has co-authored several papers with researchers from various institutions, including Facebook AI Research, New York University, DeepMind, University of Cambridge, and University of Amsterdam.

Publications

A list of publications by Douwe Kiela can be found on Google Scholar.

Youtube Videos

Youtube Title: Stanford CS224N NLP with Deep Learning | 2023 | Lecture 16 - Multimodal Deep Learning, Douwe Kiela

Youtube Link: link

Youtube Channel Name: Stanford Online

Youtube Channel Link: https://www.youtube.com/@stanfordonline

Stanford CS224N NLP with Deep Learning | 2023 | Lecture 16 - Multimodal Deep Learning, Douwe Kiela

Youtube Title: Teaching machines to think like humans | Douwe Kiela | TEDxCambridgeUniversity

Youtube Link: link

Youtube Channel Name: TEDx Talks

Youtube Channel Link: https://www.youtube.com/@TEDx

Teaching machines to think like humans | Douwe Kiela | TEDxCambridgeUniversity

Youtube Title: Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032

Youtube Link: link

Youtube Channel Name: 20VC with Harry Stebbings

Youtube Channel Link: https://www.youtube.com/@20VC

Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032

Youtube Title: Building AI-native SaaS w/ Douwe Kiela, Stanford Professor, former Head of Research at Hugging Face

Youtube Link: link

Youtube Channel Name: Unusual Ventures

Youtube Channel Link: https://www.youtube.com/@unusualventures

Building AI-native SaaS w/ Douwe Kiela, Stanford Professor, former Head of Research at Hugging Face

Youtube Title: E1: Unlocking the Power of Generative AI in Enterprises with Douwe Kiela (Founder of Contextual AI)

Youtube Link: link

Youtube Channel Name: Founders You Should Know

Youtube Channel Link: https://www.youtube.com/@foundersyoushouldknow

E1: Unlocking the Power of Generative AI in Enterprises with Douwe Kiela (Founder of Contextual AI)

Youtube Title: LENS: Towards LLMs That Can See - Douwe Kiela - Transformers at Work

Youtube Link: link

Youtube Channel Name: Zeta Alpha

Youtube Channel Link: https://www.youtube.com/@zetavector

LENS: Towards LLMs That Can See - Douwe Kiela - Transformers at Work

Youtube Title: How to train your AI - Talk with Douwe Kiela at Web Summit Lisbon 2023

Youtube Link: link

Youtube Channel Name: Tanya Koenig

Youtube Channel Link: https://www.youtube.com/@TanyaKoenig

How to train your AI - Talk with Douwe Kiela at Web Summit Lisbon 2023

Youtube Title: Stanford CS25: V3 I Retrieval Augmented Language Models

Youtube Link: link

Youtube Channel Name: Stanford Online

Youtube Channel Link: https://www.youtube.com/@stanfordonline

Stanford CS25: V3 I Retrieval Augmented Language Models

Youtube Title: [T@W intro] Douwe Kiela - Multimodal LLMs: Computer Vision Through the LENS of Natural Language

Youtube Link: link

Youtube Channel Name: Zeta Alpha

Youtube Channel Link: https://www.youtube.com/@zetavector

![T@W intro] Douwe Kiela - Multimodal LLMs: Computer Vision Through the LENS of Natural Language

Youtube Title: 03/01/2022 -- Douwe Kiela (Hugging Face)

Youtube Link: link

Youtube Channel Name: CMU AI Seminar

Youtube Channel Link: https://www.youtube.com/@cmuaiseminar1950

03/01/2022 -- Douwe Kiela (Hugging Face)

Youtube Title: LightOn AI Meetup #11: Reservoir Transformers by Douwe Kiela, Research Scientist, Facebook AI

Youtube Link: link

Youtube Channel Name: LightOn

Youtube Channel Link: https://www.youtube.com/@lighton4013

LightOn AI Meetup #11: Reservoir Transformers by Douwe Kiela, Research Scientist, Facebook AI

Youtube Title: Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589

Youtube Link: link

Youtube Channel Name: The TWIML AI Podcast with Sam Charrington

Youtube Channel Link: https://www.youtube.com/@twimlai

Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589

Youtube Title: Douwe Kiela (Hugging Face) - Dynabench: Rethinking Benchmarking in AI

Youtube Link: link

Youtube Channel Name: Minnesota NLP Seminar

Youtube Channel Link: https://www.youtube.com/@minnesotanlpseminar2577

Douwe Kiela (Hugging Face) - Dynabench: Rethinking Benchmarking in AI

Youtube Title: Artificial Specialized Intelligence, Open Source, RAG 2.0 | Douwe Kiela

Youtube Link: link

Youtube Channel Name: Infinite ML with Prateek Joshi

Youtube Channel Link: https://www.youtube.com/@InfiniteML

Artificial Specialized Intelligence, Open Source, RAG 2.0 | Douwe Kiela

Youtube Title: Douwe Kiela - Invited Talk at the VQA-Dial Workshop 2020

Youtube Link: link

Youtube Channel Name: MLP Lab

Youtube Channel Link: https://www.youtube.com/@mlplab2177

Douwe Kiela - Invited Talk at the VQA-Dial Workshop 2020

Youtube Title: Douwe Kiela and Leon Bottou

Youtube Link: link

Youtube Channel Name: emnlp acl

Youtube Channel Link: https://www.youtube.com/@emnlpacl6337

Douwe Kiela and Leon Bottou

Youtube Title: SaaStr AI Day: Building AI Products for the Enterprise with Contextual AI's CEO

Youtube Link: link

Youtube Channel Name: SaaStr

Youtube Channel Link: https://www.youtube.com/@Saastr

SaaStr AI Day: Building AI Products for the Enterprise with Contextual AI's CEO

Youtube Title: Where did Retrieval Augmented Generation come from, and where is it going?

Youtube Link: link

Youtube Channel Name: DataStax Developers

Youtube Channel Link: https://www.youtube.com/@DataStaxDevs

Where did Retrieval Augmented Generation come from, and where is it going?

Youtube Title: Rethinking Benchmarking in AI: Evaluation as a Service and Dynamic Adversarial Data Collection

Youtube Link: link

Youtube Channel Name: BenchCouncil

Youtube Channel Link: https://www.youtube.com/@benchcouncil884

Rethinking Benchmarking in AI: Evaluation as a Service and Dynamic Adversarial Data Collection