Collin Burns

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 19

Top Topics

Artificially Intelligent

Language Understanding

Mathematical Problem Solving

Annotated Images

Top Venues

NeurIPS Datasets and Benchmarks

Publications

Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, Bowen Baker, Leo Gao, Leopold Aschenbrenner, Yining Chen, Adrien Ecoffet, Manas Joglekar, Jan Leike, Ilya Sutskever, Jeff Wu
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision. CoRR (2023)
Collin Burns, Haotian Ye, Dan Klein, Jacob Steinhardt
Discovering Latent Knowledge in Language Models Without Supervision. ICLR (2023)
Collin Burns, Haotian Ye, Dan Klein, Jacob Steinhardt
Discovering Latent Knowledge in Language Models Without Supervision. CoRR (2022)
Dan Hendrycks, Collin Burns, Steven Basart, Andy Zou, Mantas Mazeika, Dawn Song, Jacob Steinhardt
Measuring Massive Multitask Language Understanding. ICLR (2021)
Dan Hendrycks, Collin Burns, Steven Basart, Andrew Critch, Jerry Li, Dawn Song, Jacob Steinhardt
Aligning AI With Shared Human Values. ICLR (2021)
Dan Hendrycks, Collin Burns, Saurav Kadavath, Akul Arora, Steven Basart, Eric Tang, Dawn Song, Jacob Steinhardt
Measuring Mathematical Problem Solving With the MATH Dataset. NeurIPS Datasets and Benchmarks (2021)
Dan Hendrycks, Collin Burns, Saurav Kadavath, Akul Arora, Steven Basart, Eric Tang, Dawn Song, Jacob Steinhardt
Measuring Mathematical Problem Solving With the MATH Dataset. CoRR (2021)
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
Measuring Coding Challenge Competence With APPS. NeurIPS Datasets and Benchmarks (2021)
Collin Burns, Jacob Steinhardt
Limitations of Post-Hoc Feature Alignment for Robustness. CoRR (2021)
Dan Hendrycks, Collin Burns, Anya Chen, Spencer Ball
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review. NeurIPS Datasets and Benchmarks (2021)
Collin Burns, Jacob Steinhardt
Limitations of Post-Hoc Feature Alignment for Robustness. CVPR (2021)
Dan Hendrycks, Collin Burns, Anya Chen, Spencer Ball
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review. CoRR (2021)
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
Measuring Coding Challenge Competence With APPS. CoRR (2021)
Dan Hendrycks, Collin Burns, Steven Basart, Andy Zou, Mantas Mazeika, Dawn Song, Jacob Steinhardt
Measuring Massive Multitask Language Understanding. CoRR (2020)
Collin Burns, Jesse Thomason, Wesley Tansey
Interpreting Black Box Models via Hypothesis Testing. FODS (2020)
Alexandr Andoni, Collin Burns, Yi Li, Sepideh Mahabadi, David P. Woodruff
Streaming Complexity of SVMs. CoRR (2020)
Dan Hendrycks, Collin Burns, Steven Basart, Andrew Critch, Jerry Li, Dawn Song, Jacob Steinhardt
Aligning AI With Shared Human Values. CoRR (2020)
Alexandr Andoni, Collin Burns, Yi Li, Sepideh Mahabadi, David P. Woodruff
Streaming Complexity of SVMs. APPROX-RANDOM (2020)
Collin Burns, Jesse Thomason, Wesley Tansey
Interpreting Black Box Models with Statistical Guarantees. CoRR (2019)