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ORCIDEmily Reif
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2020 – today
- 2024
[c14]Emily Reif
, Crystal Qian, James Wexler, Minsuk Kahng:
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration. CHI Extended Abstracts 2024: 53:1-53:9- [c13]Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon:
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models. CHI Extended Abstracts 2024: 216:1-216:7 - [c12]Crystal Qian, Emily Reif, Minsuk Kahng:
Understanding the Dataset Practitioners Behind Large Language Models. CHI Extended Abstracts 2024: 350:1-350:7 - [c11]Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito:
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity. NAACL-HLT 2024: 3245-3276 - [i19]Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon:
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models. CoRR abs/2402.10524 (2024) - [i18]Emily Reif, Crystal Qian, James Wexler, Minsuk Kahng:
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration. CoRR abs/2402.14880 (2024) - [i17]Crystal Qian, Emily Reif, Minsuk Kahng:
Understanding the Dataset Practitioners Behind Large Language Model Development. CoRR abs/2402.16611 (2024) - [i16]Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon:
Who's asking? User personas and the mechanics of latent misalignment. CoRR abs/2406.12094 (2024) - 2023
- [j2]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:
PaLM: Scaling Language Modeling with Pathways. J. Mach. Learn. Res. 24: 240:1-240:113 (2023) - [c10]Gregory Yauney, Emily Reif, David Mimno:
Data Similarity is Not Enough to Explain Language Model Performance. EMNLP 2023: 11295-11304 - [c9]Emily Reif, Minsuk Kahng, Savvas Petridis:
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models. IEEE VIS (Short Papers) 2023: 236-240 - [i15]Emily Reif, Minsuk Kahng, Savvas Petridis:
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models. CoRR abs/2305.11364 (2023) - [i14]Shayne Longpre, Gregory Yauney, Emily Reif, Katherine Lee, Adam Roberts, Barret Zoph, Denny Zhou, Jason Wei, Kevin Robinson, David Mimno, Daphne Ippolito:
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity. CoRR abs/2305.13169 (2023) - [i13]Gregory Yauney, Emily Reif, David Mimno:
Data Similarity is Not Enough to Explain Language Model Performance. CoRR abs/2311.09006 (2023) - [i12]Mark Díaz, Sunipa Dev, Emily Reif, Remi Denton, Vinodkumar Prabhakaran:
SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata. CoRR abs/2311.17259 (2023) - 2022
- [c8]Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei:
A Recipe for Arbitrary Text Style Transfer with Large Language Models. ACL (2) 2022: 837-848 - [c7]Ann Yuan, Andy Coenen, Emily Reif, Daphne Ippolito:
Wordcraft: Story Writing With Large Language Models. IUI 2022: 841-852 - [c6]Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch:
The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank. NAACL-HLT (Findings) 2022: 2421-2432 - [i11]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:
PaLM: Scaling Language Modeling with Pathways. CoRR abs/2204.02311 (2022) - [i10]Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch:
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank. CoRR abs/2206.04812 (2022) - 2021
- [i9]Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda B. Viégas, Martin Wattenberg:
An Interpretability Illusion for BERT. CoRR abs/2104.07143 (2021) - [i8]Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, Ann Yuan:
Wordcraft: a Human-AI Collaborative Editor for Story Writing. CoRR abs/2107.07430 (2021) - [i7]Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei:
A Recipe For Arbitrary Text Style Transfer with Large Language Models. CoRR abs/2109.03910 (2021) - 2020
- [c5]Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan:
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models. EMNLP (Demos) 2020: 107-118 - [c4]Benjamín Sánchez-Lengeling, Jennifer N. Wei, Brian K. Lee, Emily Reif, Peter Wang, Wesley Wei Qian, Kevin McCloskey, Lucy J. Colwell, Alexander B. Wiltschko:
Evaluating Attribution for Graph Neural Networks. NeurIPS 2020 - [i6]Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan:
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models. CoRR abs/2008.05122 (2020)
2010 – 2019
- 2019
- [j1]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:
Similar image search for histopathology: SMILY. npj Digit. Medicine 2 (2019) - [c3]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:
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making. CHI 2019: 4 - [c2]Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B. Viégas, Andy Coenen, Adam Pearce, Been Kim:
Visualizing and Measuring the Geometry of BERT. NeurIPS 2019: 8592-8600 - [i5]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:
Similar Image Search for Histopathology: SMILY. CoRR abs/1901.11112 (2019) - [i4]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:
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making. CoRR abs/1902.02960 (2019) - [i3]Been Kim, Emily Reif, Martin Wattenberg, Samy Bengio:
Do Neural Networks Show Gestalt Phenomena? An Exploration of the Law of Closure. CoRR abs/1903.01069 (2019) - [i2]Andy Coenen, Emily Reif, Ann Yuan, Been Kim, Adam Pearce, Fernanda B. Viégas, Martin Wattenberg:
Visualizing and Measuring the Geometry of BERT. CoRR abs/1906.02715 (2019) - 2018
- [c1]David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman:
Bandit-Based Solar Panel Control. AAAI 2018: 7713-7718 - 2016
- [i1]Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg:
Embedding Projector: Interactive Visualization and Interpretation of Embeddings. CoRR abs/1611.05469 (2016)
Coauthor Index
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last updated on 2024-10-07 22:17 CEST by the dblp team
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