Emily Reif

41 papers A* 6A 2Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A conf
RDoFlow: Automatically assessing under-specified statistical analyses in HCI.
IUI
Madeleine Grunde-McLaughlin, Weixuan Liu, Ria Patil, Nino Migineishvili, Emily Reif, Ranjay Krishna, Daniel S. Weld, Jeffrey Heer
2025 — conf
LLM Adoption in Data Curation Workflows: Industry Practices and Insights.
CHI Extended Abstracts
Crystal Qian, Michael Xieyang Liu, Emily Reif, Grady Simon, Nada Hussein, Nathan Clement, James Wexler, Carrie J. Cai, Michael Terry, Minsuk Kahng
2025 J jnl
LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models.
IEEE Trans. Vis. Comput. Graph.
Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
2024 — conf
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity.
NAACL-HLT
Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito
2024 — conf
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration.
CHI Extended Abstracts
Emily Reif, Crystal Qian, James Wexler, Minsuk Kahng
2024 J jnl
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration.
CoRR
Emily Reif, Crystal Qian, James Wexler, Minsuk Kahng
2024 — conf
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models.
CHI Extended Abstracts
Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
2024 J jnl
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models.
CoRR
Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
2024 — conf
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata.
AIES (1)
Mark Diaz, Sunipa Dev, Emily Reif, Emily Denton, Vinodkumar Prabhakaran
2024 J jnl
The Evolution of LLM Adoption in Industry Data Curation Practices.
CoRR
Crystal Qian, Michael Xieyang Liu, Emily Reif, Grady Simon, Nada Hussein, Nathan Clement, James Wexler, Carrie J. Cai, Michael Terry, Minsuk Kahng
2024 J jnl
Understanding the Dataset Practitioners Behind Large Language Model Development.
CoRR
Crystal Qian, Emily Reif, Minsuk Kahng
2024 — conf
Understanding the Dataset Practitioners Behind Large Language Models.
CHI Extended Abstracts
Crystal Qian, Emily Reif, Minsuk Kahng
2024 A* conf
Who's asking? User personas and the mechanics of latent misalignment.
NeurIPS
Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon
2024 J jnl
Who's asking? User personas and the mechanics of latent misalignment.
CoRR
Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon
2023 J jnl
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity.
CoRR
Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito
2023 A* conf
Data Similarity is Not Enough to Explain Language Model Performance.
EMNLP
Gregory Yauney, Emily Reif, David Mimno
2023 J jnl
Data Similarity is Not Enough to Explain Language Model Performance.
CoRR
Gregory Yauney, Emily Reif, David Mimno
2023 J jnl
PaLM: Scaling Language Modeling with Pathways.
J. Mach. Learn. Res.
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel
2023 J jnl
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata.
CoRR
Mark Díaz, Sunipa Dev, Emily Reif, Remi Denton, Vinodkumar Prabhakaran
2023 — conf
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models.
IEEE VIS (Short Papers)
Emily Reif, Minsuk Kahng, Savvas Petridis
2023 J jnl
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models.
CoRR
Emily Reif, Minsuk Kahng, Savvas Petridis
2022 — conf
A Recipe for Arbitrary Text Style Transfer with Large Language Models.
ACL (2)
Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei
2022 J jnl
PaLM: Scaling Language Modeling with Pathways.
CoRR
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel
2022 J jnl
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank.
CoRR
Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch
2022 — conf
The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank.
NAACL-HLT (Findings)
Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch
2022 A conf
Wordcraft: Story Writing With Large Language Models.
IUI
Ann Yuan, Andy Coenen, Emily Reif, Daphne Ippolito
2021 J jnl
A Recipe For Arbitrary Text Style Transfer with Large Language Models.
CoRR
Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei
2021 J jnl
An Interpretability Illusion for BERT.
CoRR
Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda B. Viégas, Martin Wattenberg
2021 J jnl
Wordcraft: a Human-AI Collaborative Editor for Story Writing.
CoRR
Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, Ann Yuan
2020 A* conf
Evaluating Attribution for Graph Neural Networks.
NeurIPS
Benjamín Sánchez-Lengeling, Jennifer N. Wei, Brian K. Lee, Emily Reif, Peter Wang, Wesley Wei Qian, Kevin McCloskey, Lucy J. Colwell, Alexander B. Wiltschko
2020 — conf
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models.
EMNLP (Demos)
Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan
2020 J jnl
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models.
CoRR
Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan
2019 J jnl
Do Neural Networks Show Gestalt Phenomena? An Exploration of the Law of Closure.
CoRR
Been Kim, Emily Reif, Martin Wattenberg, Samy Bengio
2019 A* conf
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making.
CHI
Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry
2019 J jnl
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making.
CoRR
Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry
2019 J jnl
Similar Image Search for Histopathology: SMILY.
CoRR
Narayan Hegde, Jason D. Hipp, Yun Liu, Michael Emmert-Buck, Emily Reif, Daniel Smilkov, Michael Terry, Carrie J. Cai, Mahul B. Amin, Craig H. Mermel, Philip Q. Nelson, Lily H. Peng, Gregory S. Corrado, Martin C. Stumpe
2019 J jnl
Similar image search for histopathology: SMILY.
npj Digit. Medicine
Narayan Hegde, Jason D. Hipp, Yun Liu, Michael Emmert-Buck, Emily Reif, Daniel Smilkov, Michael Terry, Carrie J. Cai, Mahul B. Amin, Craig H. Mermel, Philip Q. Nelson, Lily H. Peng, Gregory S. Corrado, Martin C. Stumpe
2019 A* conf
Visualizing and Measuring the Geometry of BERT.
NeurIPS
Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B. Viégas, Andy Coenen, Adam Pearce, Been Kim
2019 J jnl
Visualizing and Measuring the Geometry of BERT.
CoRR
Andy Coenen, Emily Reif, Ann Yuan, Been Kim, Adam Pearce, Fernanda B. Viégas, Martin Wattenberg
2018 A* conf
Bandit-Based Solar Panel Control.
AAAI
David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman
2016 J jnl
Embedding Projector: Interactive Visualization and Interpretation of Embeddings.
CoRR
Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg