COOKIES: By using this website you agree that we can place Google Analytics Cookies on your device for performance monitoring. |
University of Cambridge > Talks.cam > NLIP Seminar Series > Towards Out-of-distribution generalization in NLP
Towards Out-of-distribution generalization in NLPAdd to your list(s) Download to your calendar using vCal
If you have a question about this talk, please contact Georgi Karadzhov. Real-world NLP models must work well when the test distribution differs from the training distribution. While we have made great progress in natural language understanding thanks to large-scale pre-training, current models still take shortcuts and rely on spurious correlations in specific datasets. In this talk, I will discuss the role of pre-training and data in model robustness to distribution shifts. In particular, I will describe how pre-trained models avoid learning spurious correlations, when data augmentation helps and hurts, and how large language models can be leveraged to improve few-shot learning. Please note unusual time! Georgi Karadzhov is inviting you to a scheduled Zoom meeting. Topic: NLIP Seminar 28.01.2022 Time: Jan 28, 2022 01:00 PM London Join Zoom Meeting https://cl-cam-ac-uk.zoom.us/j/95639294602?pwd=SnVsK1BYazN5ell5VlZUM2FDVGpZQT09 Meeting ID: 956 3929 4602 Passcode: 662202 One tap mobile +13126266799,,95639294602# US (Chicago) +13462487799,,95639294602# US (Houston) Dial by your location +1 312 626 6799 US (Chicago) +1 346 248 7799 US (Houston) +1 669 900 6833 US (San Jose) +1 929 205 6099 US (New York) +1 253 215 8782 US (Tacoma) +1 301 715 8592 US (Washington DC) Meeting ID: 956 3929 4602 Find your local number: https://cl-cam-ac-uk.zoom.us/u/acze6OzMUk This talk is part of the NLIP Seminar Series series. This talk is included in these lists:
Note that ex-directory lists are not shown. |
Other listsGerman Society Speaker Events CISA Panel on Political Parties Purple GemstonesOther talksOptimisation Training for Industry (Physical) Marina Cermeno - Novel signatures of leptophilic dark matter from the centre of galaxies The Angolan Coffee Frontier, 1820-1920 State of the Art Methods and Tools in VVUQ “You’re never left alone:” the use of digital technologies in domestic abuse Gateway |