Transfer Learning for NLP

Add to your list(s) Download to your calendar using vCal

• Sebastian Ruder, INSIGHT Centre
• Friday 13 October 2017, 14:00-15:00
• JDB Seminar Room, CUED.

If you have a question about this talk, please contact Louise Segar.

Largely driven by Deep Learning, over the course of the last few years, we have become more adept at training our models to map from inputs to outputs with high precision. Our models break down, however, if the task or the data even slightly change and we are still at the beginning of learning how to transfer acquired knowledge. In this talk, I will give an overview of transfer learning and look into its applications and promises for NLP . I will touch on multi-task learning as well as selecting relevant data, among other things.”

Short bio: Sebastian is a 2nd year PhD Student in Natural Language Processing and Deep Learning at the Insight Research Centre for Data Analytics, Dublin, Ireland and a research scientist at Dublin-based text analytics startup AYLIEN . He previously studied Computational Linguistics at the University of Heidelberg, Germany and at Trinity College, Dublin. During his studies, he’s worked with Microsoft, IBM ’s Extreme Blue, Google Summer of Code, and SAP , among others.

This talk is part of the Machine Learning @ CUED series.

This talk is included in these lists:

• Seminar
• All Talks (aka the CURE list)
• Biology
• CBL important
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge Forum of Science and Humanities
• Cambridge Language Sciences
• Cambridge Neuroscience Seminars
• Cambridge talks
• Chris Davis' list
• Creating transparent intact animal organs for high-resolution 3D deep-tissue imaging
• Featured lists
• Guy Emerson's list
• Hanchen DaDaDash
• Inference Group Summary
• Information Engineering Division seminar list
• Interested Talks
• JDB Seminar Room, CUED
• Joint Machine Learning Seminars
• Life Science
• Life Sciences
• ML
• Machine Learning @ CUED
• Machine Learning Summary
• Neuroscience
• Neuroscience Seminars
• Neuroscience Seminars
• Required lists for MLG
• Simon Baker's List
• Stem Cells & Regenerative Medicine
• Trust & Technology Initiative - interesting events
• bld31
• dh539
• kt532's list
• ndk22's list
• ob366-ai4er
• rp587
• yk373's list

Note that ex-directory lists are not shown.