Modular Domain Adaptation

Modular Domain Adaptation

26 April 2022

Junshen K. Chen

Dan Jurafsky

Papers citing "Modular Domain Adaptation"

17 / 17 papers shown

Title
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 197 488 0 26 Feb 2025
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei Xu 84 32 0 10 Sep 2021
Causal Effects of Linguistic Properties Reid Pryzant Dallas Card Dan Jurafsky Victor Veitch Dhanya Sridhar CML 54 48 0 24 Oct 2020
With Little Power Comes Great Responsibility Dallas Card Peter Henderson Urvashi Khandelwal Robin Jia Kyle Mahowald Dan Jurafsky 258 117 0 13 Oct 2020
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes Marina Sedinkina Nikolas Breitkopf Hinrich Schütze 16 15 0 25 Jun 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 134 2,414 0 23 Apr 2020
Understanding Self-Training for Gradual Domain Adaptation Ananya Kumar Tengyu Ma Percy Liang CLL TTA 85 229 0 26 Feb 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 93 1,238 0 20 Feb 2020
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 78 387 0 11 Dec 2019
How we do things with words: Analyzing text as social and cultural data D. Nguyen Maria Liakata Simon DeDeo Jacob Eisenstein David M. Mimno Rebekah Tromble J. Winters 40 88 0 02 Jul 2019
On the Use of ArXiv as a Dataset Colin B. Clement Matthew Bierbaum K. O’Keeffe Alexander A. Alemi AI4CE 287 131 0 30 Apr 2019
Regularized Learning for Domain Adaptation under Label Shifts Kamyar Azizzadenesheli Anqi Liu Fanny Yang Anima Anandkumar 37 206 0 22 Mar 2019
Model Cards for Model Reporting Margaret Mitchell Simone Wu Andrew Zaldivar Parker Barnes Lucy Vasserman Ben Hutchinson Elena Spitzer Inioluwa Deborah Raji Timnit Gebru 123 1,886 0 05 Oct 2018
Learning to Generate Reviews and Discovering Sentiment Alec Radford Rafal Jozefowicz Ilya Sutskever 91 508 0 05 Apr 2017
Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora William L. Hamilton Kevin Clark J. Leskovec Dan Jurafsky 65 330 0 09 Jun 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015
Crowdsourcing a Word-Emotion Association Lexicon Saif M. Mohammad Peter D. Turney 62 2,309 0 28 Aug 2013