Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jason Wei

A Recipe For Arbitrary Text Style Transfer with Large Language Models


Sep 16, 2021
Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei


  Access Paper or Ask Questions

Good-Enough Example Extrapolation


Sep 15, 2021
Jason Wei

* Camera-ready for EMNLP 2021 main conference. V2 is corrected with SMOTE citation and model setup language is clarified 

  Access Paper or Ask Questions

Frequency Effects on Syntactic Rule Learning in Transformers


Sep 14, 2021
Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick

* Camera ready for EMNLP 2021 

  Access Paper or Ask Questions

Finetuned Language Models Are Zero-Shot Learners


Sep 03, 2021
Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M. Dai, Quoc V. Le


  Access Paper or Ask Questions

Language Model Augmented Relevance Score


Aug 19, 2021
Ruibo Liu, Jason Wei, Soroush Vosoughi

* In ACL 2021 

  Access Paper or Ask Questions

Modulating Language Models with Emotions


Aug 17, 2021
Ruibo Liu, Jason Wei, Chenyan Jia, Soroush Vosoughi

* Findings of ACL 2021 

  Access Paper or Ask Questions

The MultiBERTs: BERT Reproductions for Robustness Analysis


Jun 30, 2021
Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick

* Checkpoints and example analyses: http://goo.gle/multiberts 

  Access Paper or Ask Questions

A Cognitive Regularizer for Language Modeling


Jun 10, 2021
Jason Wei, Clara Meister, Ryan Cotterell

* ACL 2021 Camera-ready (fixed ordering of affiliation emojis) 

  Access Paper or Ask Questions

A Survey of Data Augmentation Approaches for NLP


May 29, 2021
Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

* Accepted to ACL 2021 Findings. GitHub repo with paper list at https://github.com/styfeng/DataAug4NLP 

  Access Paper or Ask Questions

Mitigating Political Bias in Language Models Through Reinforced Calibration


Apr 30, 2021
Ruibo Liu, Chenyan Jia, Jason Wei, Guangxuan Xu, Lili Wang, Soroush Vosoughi

* In proceedings of the 35th AAAI Conference on Artificial Intelligence 

  Access Paper or Ask Questions

Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning


Mar 12, 2021
Jason Wei, Chengyu Huang, Soroush Vosoughi, Yu Cheng, Shiqi Xu

* To appear at NAACL 2021 

  Access Paper or Ask Questions

A Petri Dish for Histopathology Image Analysis


Jan 29, 2021
Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour


  Access Paper or Ask Questions

Text Augmentation in a Multi-Task View


Jan 14, 2021
Jason Wei, Chengyu Huang, Shiqi Xu, Soroush Vosoughi

* Accepted to EACL 2021 

  Access Paper or Ask Questions

An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data


Dec 07, 2020
Lili Wang, Chongyang Gao, Jason Wei, Weicheng Ma, Ruibo Liu, Soroush Vosoughi

* In proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020 

  Access Paper or Ask Questions

Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification


Sep 29, 2020
Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour


  Access Paper or Ask Questions

What Are People Asking About COVID-19? A Question Classification Dataset


May 26, 2020
Jerry Wei, Chengyu Huang, Soroush Vosoughi, Jason Wei


  Access Paper or Ask Questions

Difficulty Translation in Histopathology Images


Apr 27, 2020
Jerry Wei, Arief Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour

* Submitted to 2020 Artificial Intelligence in Medicine (AIME) conference 

  Access Paper or Ask Questions

Generative Image Translation for Data Augmentation in Colorectal Histopathology Images


Oct 13, 2019
Jerry Wei, Arief Suriawinata, Louis Vaickus, Bing Ren, Xiaoying Liu, Jason Wei, Saeed Hassanpour

* NeurIPS 2019 Machine Learning for Health Workshop Full Paper (19/111 accepted papers = 17% acceptance rate) 

  Access Paper or Ask Questions

Finding a Needle in the Haystack: Attention-Based Classification of High Resolution Microscopy Images


Nov 20, 2018
Naofumi Tomita, Behnaz Abdollahi, Jason Wei, Bing Ren, Arief Suriawinata, Saeed Hassanpour


  Access Paper or Ask Questions