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D4 Data Podcast
Deepak John Reji
56 episodes
2 weeks ago
Join us on the D4 Data Channel podcast as we delve into the ethical and societal implications of AI and other digital technologies and their role in promoting Sustainability. In each episode, we invite professionals to share their stories and expertise in relevant fields. In addition to technical topics, we also cover personal development, and how individuals can leverage technology to advance their careers and build their personal brands.
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Technology
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All content for D4 Data Podcast is the property of Deepak John Reji and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Join us on the D4 Data Channel podcast as we delve into the ethical and societal implications of AI and other digital technologies and their role in promoting Sustainability. In each episode, we invite professionals to share their stories and expertise in relevant fields. In addition to technical topics, we also cover personal development, and how individuals can leverage technology to advance their careers and build their personal brands.
Show more...
Technology
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Grounded Language Understanding
D4 Data Podcast
46 minutes 56 seconds
2 years ago
Grounded Language Understanding

Join us in this episode of the D4 Data Podcast as we delve into the topic of "Grounded Language Understanding" with guest speaker Tamara Atanasoska. Tamara, a researcher in the field of natural language processing and cognitive science, shares her knowledge on the basics of grounded language learning, the cognitive and linguistic foundations for NLP tools, and the challenges in textual analysis. She also delves into the methodology behind embodied AI and her research on multimodal dialogue in game settings. 

Tamara also discusses the challenges in data preparation, the differences between research and industrial sectors, code reproducibility, and scalability in terms of domain-centric requirements. Furthermore, she covers the current research landscape, ethics, and fairness in NLP research, and the importance of embedding cognitive science techniques and linguistics. Don't forget to check out Tamara's blog for more information and her aspirations for the future of NLP research. Tune in now!

Tamara's Blog: https://www.holophrase.de/

Tamara has been working for over 10 years in civic-tech and music-tech as a software engineer and developer relations. After dreaming about it for a long time, she has recently shifted to the intersection of (natural) language and technology. Tamara is doing NLP research as part of the Cognitive Systems Masters at the University of Potsdam and plans to continue to do academic research after finishing the program soon.

References 

  • Stanford course on NLU(grounding basics video): https://www.youtube.com/watch?v=7b2_3dDTKMc
  • Embodied AI simulator: https://aihabitat.org/
  • Creating NLP datasets panel: https://www.youtube.com/watch?v=CFQz03C2Pq8
  • ACL year round mentorship program: https://mentorship.aclweb.org/
  • Blog about making older code bases more usable: https://www.holophrase.de/blog/running-modernising-and-optimising-research-code
  • Explainability course: https://www.youtube.com/playlist?list=PLoROMvodv4rPh6wa6PGcHH6vMG9sEIPxL Papers 

Tamara mention explicitly or implicitly:

  • https://aclanthology.org/2020.emnlp-main.703.pdf 
  • https://arxiv.org/pdf/2104.06644.pdf 
  • https://arxiv.org/pdf/1908.11279.pdf
D4 Data Podcast
Join us on the D4 Data Channel podcast as we delve into the ethical and societal implications of AI and other digital technologies and their role in promoting Sustainability. In each episode, we invite professionals to share their stories and expertise in relevant fields. In addition to technical topics, we also cover personal development, and how individuals can leverage technology to advance their careers and build their personal brands.