Hi, I'm Jane!

My formal name is Jane Dwivedi-Yu (also Jane Yu). I am a researcher at Facebook AI Research and I work in natural language processing. Before that, I was a Ph.D. student in the EECS department at the University of California, Berkeley.


Education

UC Berkeley

I completed my Ph.D. in 2019 on computational tools for immune repertoire characterization and primer set design and was advised by Professor Yun S. Song. [thesis]

Cornell

I received my Bachelor of Arts and Sciences in both Computer Science and Chemistry in 2014.

Selected Publications

  • EditEval: An Instruction-Based Benchmark for Text Improvements
    Jane Dwivedi-Yu, Timo Schick, Zhengbao Jiang, Maria Lomeli, Patrick Lewis, Gautier Izacard, Edouard Grave, Sebastian Riedel, Fabio Petroni
    [paper] [code] [leaderboard]
  • Selective whole-genome amplification reveals population genetics of Leishmania braziliensis directly from patient skin biopsies
    Olivia A Pilling, Cooper A Grace, Joao L Reis-Cunha, Alexander SF Berry, Matthew W Mitchell, Jane A Yu, Clara Malekshahi, Elise Krespan, Christina K Go, Claudia Lombana, Yun S Song, Camila F Amorim, Alexsandro S Lago, Lucas P Carvalho, Edgar M Carvalho, Dustin Brisson, Phillip Scott, Daniel C Jeffares, Daniel P Beiting
    [paper]
  • A fast machine-learning-guided primer design pipeline for selective whole genome amplification
    Jane Dwivedi-Yu, Zachary Oppler, Matthew Mitchell, Yun S. Song, Dustin Brisson
    Under Review
    [paper] [code]
  • PEER: A Collaborative Language Model
    Timo Schick, Jane Dwivedi-Yu, Zhengbao Jiang, Fabio Petroni, Patrick Lewis, Gautier Izacard, Qingfei You, Christoforos Nalmpantis, Edouard Grave, Sebastian Riedel
    Under Review
    [paper]
  • Few-shot Learning with Retrieval Augmented Language Models
    Gautier Izacard, Patrick Lewis, Maria Lomeli, Lucas Hosseini, Fabio Petroni, Timo Schick, Jane Dwivedi-Yu, Armand Joulin, Sebastian Riedel, Edouard Grave
    Under Review
    [paper]
  • Using Comments for Predicting the Affective Response to Social Media Posts
    Yi-Chia Wang*, Jane Dwivedi-Yu*, Alon Halevy, Robert E. Kraut
    Under Review
  • Improving Wikipedia Verifiability with AI
    Fabio Petroni, Samuel Broscheit, Aleksandra Piktus, Patrick Lewis, Gautier Izacard, Jane Dwivedi-Yu, Maria Lomeli, Timo Schick, Pierre-Emmanuel Mazaré, Armand Joulin, Edouard Grave, Sebastian Riedel
    Under Review
    [paper] [code]
  • “That’s so cute!”: The CARE Dataset for Affective Response Detection
    Jane Dwivedi-Yu, Alon Halevy
    To appear in Conference on Computational Natural Language Learning (CoNLL), 2022
    [paper] [bibtex]
  • Affective Signals in a Social Media Recommender System
    Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton Ferrer, Alon Halevy
    Conference on Knowledge Discovery and Data Mining (KDD), 2022
    [paper] [bibtex] || [presentation] [poster]
  • Systematic Evaluation with Atomic Tasks
    Belinda Li, Jane A. Yu, Madian Khabsa, Alon Halevy, Luke Zettlemoyer, Jacob Andreas
    North American Chapter of the Association for Computational Linguistics (NAACL), 2022
    [paper] [bibtex] [code]
  • The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems
    Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Halevy, Diyi Yang
    Association of Computational Linguistics (ACL), 2022
    [paper] [bibtex] [code]
  • Understanding Conflicts in Online Conversations
    Sharon Levy, Yi-Chia Wang, Jane A. Yu, Kristen Altenburger, Robert E. Kraut
    International World Wide Web Conference (WWW), 2022
    [paper] [bibtex]
  • Detecting Inspiring Content on Social Media
    Oana Ignat, Y-Lan Boureau, Jane A. Yu, Alon Halevy
    International Conference on Affective Computing and Intelligent Interaction (ACII), 2021
    [paper] [bibtex] [code]
  • Worldwide genetic variation of the IGHV and TRBV immune receptor gene families in humans
    Shishi Luo*, Jane A. Yu*, Heng Li, and Yun S. Song
    Life Science Alliance, 2019
    [paper] [bibtex] [code]
  • Estimating copy number and allelic variation at the immunoglobulin heavy chain locus using short reads
    Shishi Luo, Jane A. Yu, Heng Li, and Yun S. Song
    PLoS Comput Biol, 2016
    [paper] [bibtex]