The Data Exchange Podcast: Ed Hovy and Steven Feng on current challenges and future directions for research in data augmentation … More
Tag: nlp
Training and Sharing Large Language Models
The Data Exchange Podcast: Connor Leahy on building models and datasets for the natural language research community.
Data exchanges and their applications in healthcare and the life sciences
The Data Exchange Podcast: Omer Dror on healthcare applications of data exchanges, privacy-preserving tools and methods, language models, and more.
Improving the robustness of natural language applications
The Data Exchange Podcast: Jack Morris on adversarial attacks, data augmentation, and adversarial training in NLP.
End-to-end deep learning models for speech applications
The Data Exchange Podcast: Yishay Carmiel on recent progress in speech technologies.
Testing Natural Language Models
The Data Exchange Podcast: Marco Ribeiro on why accuracy on benchmarks is not sufficient for evaluating NLP models.
Detecting Fake News
The Data Exchange Podcast: Xinyi Zhou on state-of-the-art detection strategies and future research directions.
Building and deploying knowledge graphs
The Data Exchange Podcast: Mayank Kejriwal on the critical role knowledge graphs play in modern AI applications.
Using machine learning to modernize medical triage and monitoring systems
The Data Exchange Podcast: Kira Radinsky on clinical triage, epidemiological maps, and predictive AI tools.
Using machine learning to detect shifts in government policy
The Data Exchange Podcast: Weifeng Zhong on bringing NLP and machine learning to economic policy studies.