Trends in Natural Language Processing with Nasrin Mostafazadeh

800 800 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Today we continue the AI Rewind 2019 joined by friend-of-the-show Nasrin Mostafazadeh, Senior AI Research Scientist at Elemental Cognition.

We caught up with Nasrin a few weeks ago to discuss the latest and greatest developments and trends in Natural Language Processing, including Interpretability, Ethics, and Bias in NLP, how large pre-trained models have transformed NLP research, and top tools and frameworks in the space. Check out the rest of the series at twimlai.com/rewind19!

We want to hear from you! Send your thoughts on the year that was 2019 below in the comments, or via Twitter at @samcharrington or @twimlai.

To follow along with the 2019 AI Rewind Series, head over to the series page!

About Nasrin

Mentioned in the Interview

  • #174 – Contextual Modeling for Language and Vision with Nasrin Mostafazadeh
  • Attention is not explanation
  • What’s in a Name? Reducing Bias in Bios without Access to Protected Attributes
  • Language Models are Unsupervised Multitask Learners
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
  • From ‘F’ to ‘A’ on the N.Y. Regents Science Exams: An Overview of the Aristo Project
  • Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
  • Energy and Policy Considerations for Deep Learning in NLP
  • #286 – Environmental Impact of Large-Scale NLP Model Training with Emma Strubell
  • Blog: Attention is not not Explanation
  • Dissecting the Controversy around OpenAI’s New Language Model
  • AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
  • A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories
  • Tackling the Story Ending Biases in The Story Cloze Test
  • Check it out

    “More On That Later” by Lee Rosevere licensed under CC By 4.0

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