Douwe Kiela

Douwe Kiela was born in Amsterdam, Netherlands, in 1986.

He earned a Bachelor of Science degree in Liberal Arts and Sciences from Utrecht University, with a double major in Cognitive Artificial Intelligence and Philosophy.^[10] He then obtained an MSc in logic (cum laude) from the University of Amsterdam's Institute for Logic, Language and Computation (ILLC).^[11] Kiela received an MPhil and PhD in Computer Science from the University of Cambridge, specializing in natural language processing and machine learning.^[12]

In 2016, Kiela joined Facebook AI Research (FAIR) as a postdoctoral researcher, later becoming a research scientist in New York. While at Meta, he co-authored papers in natural language processing,^[13] with a focus on multimodal and grounded language learning. His projects included creating a virtual assistant bot^[14] that could navigate tourists around a city^[15][16] and leading the development of Dynabench,^[17] an interactive benchmarking platform released in 2020 that used human feedback to test and improve language models.^[18]

In 2020, Kiela led the Meta AI research team that introduced Retrieval-Augmented Generation (RAG), co-authoring the influential paper "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks,"^[6] alongside Patrick Lewis, Ethan Perez, and other researchers. The RAG framework transformed how large language models access and incorporate external information^[19] by allowing them to retrieve relevant context from external knowledge bases at query time, rather than relying solely on pre-trained data.^[20] This approach addressed key limitations such as hallucination, outdated information, and lack of source attribution.^[21] The RAG technique has since become widely adopted in enterprise AI applications and knowledge-intensive natural language processing tasks.^[22][23][24]

After leaving Meta, Kiela served as Head of Research at Hugging Face.^[5][25]

In 2023, Kiela co-founded Contextual AI with Amanpreet Singh, another former researcher at Facebook AI Research and Hugging Face.^[26][1] The Mountain View-based company develops a platform for building grounded AI agents for enterprises,^[3] focusing on applications in technology, semiconductor, logistics, finance, and media sectors.^[27]

Contextual AI raised $20 million in seed funding in June 2023, led by Bain Capital Ventures.^[26][28] In August 2024, the company completed an $80 million Series A^[29] funding round led by Greycroft, with participation from Bezos Expeditions, NVentures (Nvidia), HSBC Ventures, and Snowflake Ventures, among others.^[30][31]

Douwe Kiela serves as an adjunct professor in Symbolic Systems at Stanford University.^[9] In a 2023 interview with the Stanford Daily, he commented on the development of Alpaca,^[32] a low-cost instruction-finetuned model based on Meta's LLaMA, and emphasized the importance of open academic research in large language models.