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Research#llm📝 BlogAnalyzed: Dec 29, 2025 08:19

Trends in Natural Language Processing with Sebastian Ruder - TWiML Talk #216

Published:Dec 31, 2018 16:53
1 min read
Practical AI

Analysis

This article provides a concise overview of a podcast episode featuring Sebastian Ruder, a prominent researcher in Natural Language Processing (NLP). The episode, part of the "AI Rewind" series, focuses on NLP trends in 2018 and beyond. The content highlights key areas of discussion, including pre-trained language models, common sense inference datasets, and large document reasoning. The article sets the stage for a discussion of cutting-edge NLP research and Ruder's predictions, suggesting a focus on the evolution and future directions of the field.
Reference

In our conversation we cover a bunch of interesting papers spanning topics such as pre-trained language models, common sense inference datasets and large document reasoning and more, and talk through Sebastian’s predictions for the new year.

Research#Machine Learning📝 BlogAnalyzed: Dec 29, 2025 08:27

Epsilon Software for Private Machine Learning with Chang Liu - TWiML Talk #135

Published:May 4, 2018 14:23
1 min read
Practical AI

Analysis

This article summarizes a podcast episode discussing Epsilon, a software product developed by Georgian Partners for differentially private machine learning. The conversation with Chang Liu, an applied research scientist at Georgian Partners, covers the development of Epsilon, its application in portfolio companies, and the challenges of productizing differentially private ML. The discussion highlights projects at BlueCore, Work Fusion, and Integrate.ai, and addresses business, people, and technology issues. The article provides a concise overview of the topic and offers resources for further exploration.
Reference

Chang discusses some of the projects that led to the creation of Epsilon, including differentially private machine learning projects at BlueCore, Work Fusion and Integrate.ai.