World Model · podcast knowledge graph

#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy

2023-02-11 · 62 min · episode 103 · 18 entities

episode page audio

Asserted relationships

  • → works at Dark Blue Labs. Prior company
    0.50
    evidence rules-v4
    CTO of Dark Blue Labs. Prior
  • → works at Dark Blue Labs. Prior company
    0.50
    evidence rules-v4
    CTO of Dark Blue Labs. Prior
  • → discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • → references Publication website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://patricklewis.io/publication/rag
  • → references Constitutional website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://anthropic.com/constitutional.pdf
  • → references Natural General Intelligence person
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://global.oup.com/academic/product/natural-general-intelligence-9780192843883
  • → references egrefen.com website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://egrefen.com/
  • → references cohere.ai website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://cohere.ai/
  • → references QNLP ACT person
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://cs.ox.ac.uk/people/bob.coecke/QNLP-ACT.pdf

Entities found in this episode

websites 8

  • mentioned Publication website
    0.45
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://patricklewis.io/publication/rag
  • mentioned Constitutional website
    0.45
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://anthropic.com/constitutional.pdf
  • mentioned egrefen.com website
    0.45
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://egrefen.com/
  • mentioned cohere.ai website
    0.45
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://cohere.ai/
  • references Publication website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://patricklewis.io/publication/rag
  • references Constitutional website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://anthropic.com/constitutional.pdf
  • references egrefen.com website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://egrefen.com/
  • references cohere.ai website
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://cohere.ai/

companys 5

  • mentioned Dark Blue Labs. Prior company
    0.62
    evidence rules-v4
    CTO of Dark Blue Labs. Prior
  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • works at Dark Blue Labs. Prior company
    0.50
    evidence rules-v4
    CTO of Dark Blue Labs. Prior
  • works at Dark Blue Labs. Prior company
    0.50
    evidence rules-v4
    CTO of Dark Blue Labs. Prior
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology

persons 4

  • mentioned Natural General Intelligence person
    0.45
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://global.oup.com/academic/product/natural-general-intelligence-9780192843883
  • mentioned QNLP ACT person
    0.45
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://cs.ox.ac.uk/people/bob.coecke/QNLP-ACT.pdf
  • references Natural General Intelligence person
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://global.oup.com/academic/product/natural-general-intelligence-9780192843883
  • references QNLP ACT person
    0.38
    evidence rules-v4
    Link in episode "#103 - Prof. Edward Grefenstette - Language, Semantics, Philosophy": https://cs.ox.ac.uk/people/bob.coecke/QNLP-ACT.pdf

podcasts 1

Episode description as stored
Support us! https://www.patreon.com/mlst MLST Discord: https://discord.gg/aNPkGUQtc5 YT: https://youtu.be/i9VPPmQn9HQ Edward Grefenstette is a Franco-American computer scientist who currently serves as Head of Machine Learning at Cohere and Honorary Professor at UCL. He has previously been a research scientist at Facebook AI Research and staff research scientist at DeepMind, and was also the CTO of Dark Blue Labs. Prior to his move to industry, Edward was a Fulford Junior Research Fellow at Somerville College, University of Oxford, and was lecturing at Hertford College. He obtained his BSc in Physics and Philosophy from the University of Sheffield and did graduate work in the philosophy departments at the University of St Andrews. His research draws on topics and methods from Machine Learning, Computational Linguistics and Quantum Information Theory, and has done work implementing and evaluating compositional vector-based models of natural language semantics and empirical semantic knowledge discovery. https://www.egrefen.com/ https://cohere.ai/ TOC: [00:00:00] Introduction [00:02:52] Differential Semantics [00:06:56] Concepts [00:10:20] Ontology [00:14:02] Pragmatics [00:16:55] Code helps with language [00:19:02] Montague [00:22:13] RLHF [00:31:54] Swiss cheese problem / retrieval augmented [00:37:06] Intelligence / Agency [00:43:33] Creativity [00:46:41] Common sense [00:53:46] Thinking vs knowing References: Large language models are not zero-shot communicators (Laura Ruis) https://arxiv.org/abs/2210.14986 Some remarks on Large Language Models (Yoav Goldberg) https://gist.github.com/yoavg/59d174608e92e845c8994ac2e234c8a9 Quantum Natural Language Processing (Bob Coecke) https://www.cs.ox.ac.uk/people/bob.coecke/QNLP-ACT.pdf Constitutional AI: Harmlessness from AI Feedback https://www.anthropic.com/constitutional.pdf Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (Patrick Lewis) https://www.patricklewis.io/publication/rag/ Natural General Intelligence (Prof. Christopher Summerfield) https://global.oup.com/academic/product/natural-general-intelligence-9780192843883 ChatGPT with Rob Miles - Computerphile https://www.youtube.com/watch?v=viJt_DXTfwA