Tobias Gerstenberg

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 54

Top Topics

Causal Inferences

Scene Understanding

Top Venues

Publications

Maximilian Du, Alexander Khazatsky, Tobias Gerstenberg, Chelsea Finn
To Err is Robotic: Rapid Value-Based Trial-and-Error during Deployment. CoRR (2024)
Jan-Philipp Fränken, Eric Zelikman, Rafael Rafailov, Kanishk Gandhi, Tobias Gerstenberg, Noah D. Goodman
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels. CoRR (2024)
Chinmaya Andukuri, Jan-Philipp Fränken, Tobias Gerstenberg, Noah D. Goodman
STaR-GATE: Teaching Language Models to Ask Clarifying Questions. CoRR (2024)
Jan-Philipp Fränken, Kanishk Gandhi, Tori Qiu, Ayesha Khawaja, Noah D. Goodman, Tobias Gerstenberg
Procedural Dilemma Generation for Evaluating Moral Reasoning in Humans and Language Models. CoRR (2024)
Sarah A. Wu, Shruti Sridhar, Tobias Gerstenberg
A computational model of responsibility judgments from counterfactual simulations and intention inferences. CogSci (2023)
Andrew Nam, Christopher Hughes, Thomas Icard, Tobias Gerstenberg
Show and tell: Learning causal structures from observations and explanations. CogSci (2023)
Elyse D. Z. Chase, Tobias Gerstenberg, Sean Follmer
Realism of Visual, Auditory, and Haptic Cues in Phenomenal Causality. WHC (2023)
Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg, Noah D. Goodman
Understanding Social Reasoning in Language Models with Language Models. NeurIPS (2023)
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Siying Zhang, Jingyuan Selena She, Tobias Gerstenberg, David Rose
You are what you're for: Essentialist categorization in large language models. CogSci (2023)
Lara Kirfel, Xenia Bunk, Ro'i Zultan, Tobias Gerstenberg
Father, don't forgive them, for they could have known what they're doing. CogSci (2023)
Allen Nie, Yuhui Zhang, Atharva Amdekar, Chris Piech, Tatsunori B. Hashimoto, Tobias Gerstenberg
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks. NeurIPS (2023)
Steven M. Shin, Tobias Gerstenberg
Learning what matters: Causal abstraction in human inference. CogSci (2023)
Jan-Philipp Fränken, Sam Kwok, Peixuan Ye, Kanishk Gandhi, Dilip Arumugam, Jared Moore, Alex Tamkin, Tobias Gerstenberg, Noah D. Goodman
Social Contract AI: Aligning AI Assistants with Implicit Group Norms. CoRR (2023)
Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael S. Bernstein, Ranjay Krishna
Explanations Can Reduce Overreliance on AI Systems During Decision-Making. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Bryan Gonzalez, Tobias Gerstenberg, Jonathan Phillips
Causal Reasoning Across Agents and Objects. CogSci (2023)
Angela Cao, Atticus Geiger, Elisa Kreiss, Thomas Icard, Tobias Gerstenberg
A Semantics for Causing, Enabling, and Preventing Verbs Using Structural Causal Models. CogSci (2023)
Allen Nie, Yuhui Zhang, Atharva Amdekar, Chris Piech, Tatsunori Hashimoto, Tobias Gerstenberg
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks. CoRR (2023)
Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg, Noah D. Goodman
Understanding Social Reasoning in Language Models with Language Models. CoRR (2023)
David Rose, Siying Zhang, Qi Han, Tobias Gerstenberg
Teleology and generics. CogSci (2023)
Ari Beller, Yingchen Xu, Scott Linderman, Tobias Gerstenberg
Looking into the past: Eye-tracking mental simulation in physical inference. CogSci (2022)
Kailas Vodrahalli, Roxana Daneshjou, Tobias Gerstenberg, James Zou
Do Humans Trust Advice More if it Comes from AI?: An Analysis of Human-AI Interactions. AIES (2022)
Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael Bernstein, Ranjay Krishna
Explanations Can Reduce Overreliance on AI Systems During Decision-Making. CoRR (2022)
Joseph Outa, Xijia Zhou, Hyowon Gweon, Tobias Gerstenberg
Stop, children what's that sound? Multi-modal inference through mental simulation. CogSci (2022)
Kailas Vodrahalli, Tobias Gerstenberg, James Zou
Uncalibrated Models Can Improve Human-AI Collaboration. CoRR (2022)
Kailas Vodrahalli, Tobias Gerstenberg, James Y. Zou
Uncalibrated Models Can Improve Human-AI Collaboration. NeurIPS (2022)
Sarah A. Wu, Shruti Sridhar, Tobias Gerstenberg
That was close! A counterfactual simulation model of causal judgments about decisions. CogSci (2022)
Jamie Amemiya, Gail D. Heyman, Tobias Gerstenberg
Inferences from Disagreement. CogSci (2022)
Elyse D. Z. Chase, Phillip Wolff, Tobias Gerstenberg, Sean Follmer
In Touch with Causation: Understanding the Impact of Kinesthetic Haptics on Causality. CogSci (2021)
Ari Beller, Yingchen Xu, Tobias Gerstenberg
Eye-Tracking Multi-Modal Inference. CogSci (2021)
Kailas Vodrahalli, Tobias Gerstenberg, James Zou
Do Humans Trust Advice More if it Comes from AI? An Analysis of Human-AI Interactions. CoRR (2021)
Elyse D. Z. Chase, Phillip Wolff, Tobias Gerstenberg, Sean Follmer
A Causal Feeling: How Kinesthetic Haptics Affects Causal Perception. WHC (2021)
Zachary Davis, Kelsey R. Allen, Tobias Gerstenberg
Who went fishing? Inferences from social evaluations. CogSci (2021)
Sarah A. Wu, Tobias Gerstenberg
The role of counterfactual reasoning in responsibility judgments. CogSci (2021)
Sophie Bridgers, Chuyi Yang, Tobias Gerstenberg, Hyowon Gweon
Whom will Granny thank? Thinking about what could have been informs children's inferences about relative helpfulness. CogSci (2020)
Laura Niemi, Joshua K. Hartshorne, Tobias Gerstenberg, Matthew Stanley, Liane Young
Moral Values Reveal the Causality Implicit in Verb Meaning. Cogn. Sci. 44 (6) (2020)
Ari Beller, Erin Bennett, Tobias Gerstenberg
The language of causation. CogSci (2020)
Lara Kirfel, Thomas Icard, Tobias Gerstenberg
Learning from explanations. CogSci (2020)
Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Josh Tenenbaum, Hyowon Gweon
Explaining intuitive difficulty judgments by modeling physical effort and risk. CogSci (2019)
Jonathan F. Kominsky, Tobias Gerstenberg, Madeline Pelz, Henrik Singmann, Mark Sheskin, Frank Keil
The trajectory of counterfactual simulation in development. CogSci (2019)
Ilker Yildirim, Basil Saeed, Grace Bennett-Pierre, Tobias Gerstenberg, Joshua B. Tenenbaum, Hyowon Gweon
Explaining intuitive difficulty judgments by modeling physical effort and risk. CoRR (2019)
Joshua K. Hartshorne, Mariela V. Jennings, Tobias Gerstenberg, Josh Tenenbaum
When circumstances change, update your pronouns. CogSci (2019)
Monica A. Gates, Tess L. Veuthey, Michael Henry Tessler, Kevin A. Smith, Tobias Gerstenberg, Laurie Bayet, Josh Tenenbaum
Tiptoeing around it: Inference from absence in potentially offensive speech. CogSci (2018)
Tobias Gerstenberg, Max H. Siegel, Josh Tenenbaum
What happened? Reconstructing the past through vision and sound. CogSci (2018)
Felix Sosa, Tomer Ullman, Samuel Gershman, Josh Tenenbaum, Tobias Gerstenberg
Moral Dynamics: A Computational Model of Moral Judgment. CogSci (2018)
Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CogSci (2017)
Simon Stephan, Pascale Willemsen, Tobias Gerstenberg
Marbles in Inaction: Counterfactual Simulation and Causation by Omission. CogSci (2017)
Ilker Yildirim, Tobias Gerstenberg, Basil Saeed, Marc Toussaint, Josh Tenenbaum
Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints. CoRR (2017)
Neil Bramley, Ralf Mayrhofer, Tobias Gerstenberg, David A. Lagnado
Causal learning from interventions and dynamics in continuous time. CogSci (2017)
Tobias Gerstenberg, Liang Zhou, Kevin A. Smith, Joshua B. Tenenbaum
Faulty Towers: A hypothetical simulation model of physical support. CogSci (2017)
Eghbal Hosseini, Eli Pollock, Tobias Gerstenberg
Eye movement-based probabilistic models for physical scene understanding. CogSci (2017)
Neil Bramley, Tobias Gerstenberg, Joshua B. Tenenbaum
Natural science: Active learning in dynamic physical microworlds. CogSci (2016)
Tobias Gerstenberg, Josh Tenenbaum
Understanding "almost": Empirical and computational studies of near misses. CogSci (2016)
Laura Niemi, Joshua K. Hartshorne, Tobias Gerstenberg, Liane Young
Implicit measurement of motivated causal attribution. CogSci (2016)
Tobias Gerstenberg, Joseph Y. Halpern, Joshua B. Tenenbaum
Responsibility judgments in voting scenarios. CogSci (2015)
Kelsey R. Allen, Julian Jara-Ettinger, Tobias Gerstenberg, Max Kleiman-Weiner, Joshua B. Tenenbaum
Go fishing! Responsibility judgments when cooperation breaks down. CogSci (2015)
Tobias Gerstenberg, Noah D. Goodman, David A. Lagnado, Joshua B. Tenenbaum
How, whether, why: Causal judgments as counterfactual contrasts. CogSci (2015)
Max Kleiman-Weiner, Tobias Gerstenberg, Sydney Levine, Joshua B. Tenenbaum
Inference of Intention and Permissibility in Moral Decision Making. CogSci (2015)
Neil Bramley, Tobias Gerstenberg, David A. Lagnado
The order of things: Inferring causal structure from temporal patterns. CogSci (2014)
Tobias Gerstenberg, Noah D. Goodman, David A. Lagnado, Joshua B. Tenenbaum
From counterfactual simulation to causal judgment. CogSci (2014)
Jonathan F. Kominsky, Jonathan Phillips, Tobias Gerstenberg, David A. Lagnado, Joshua Knobe
Causal Supersession. CogSci (2014)
Tobias Gerstenberg, Tomer Ullman, Max Kleiman-Weiner, David A. Lagnado, Joshua B. Tenenbaum
Wins above replacement: Responsibility attributions as counterfactual replacements. CogSci (2014)
Tobias Gerstenberg, Christos Bechlivanidis, David A. Lagnado
Back on track: Backtracking in counterfactual reasoning. CogSci (2013)
David A. Lagnado, Tobias Gerstenberg, Ro'i Zultan
Causal Responsibility and Counterfactuals. Cogn. Sci. 37 (6) (2013)
Peter W. Battaglia, Tomer Ullman, Joshua B. Tenenbaum, Adam Sanborn, Kenneth D. Forbus, Tobias Gerstenberg, David A. Lagnado
Computational Models of Intuitive Physics. CogSci (2012)
Tobias Gerstenberg, Noah D. Goodman, David A. Lagnado, Joshua B. Tenenbaum
Noisy Newtons: Unifying process and dependency accounts of causal attribution. CogSci (2012)
John McCoy, Tomer Ullman, Andreas Stuhlmüller, Tobias Gerstenberg, Joshua B. Tenenbaum
Probabilistic generative models for counterfactual reasoning and blame attribution. CogSci (2012)
Tobias Gerstenberg, Noah D. Goodman
Ping Pong in Church: Productive use of concepts in human probabilistic inference. CogSci (2012)
Tobias Gerstenberg, Anastasia Ejova, David A. Lagnado
Blame the Skilled. CogSci (2011)
Simeon Schaechtele, Tobias Gerstenberg, David A. Lagnado
Beyond Outcomes: The Influence of Intentions and Deception. CogSci (2011)
Tobias Gerstenberg, David A. Lagnado, Maarten Speekenbrink, Catherine Cheung
Rational Order Effects in Responsibility Attributions. CogSci (2011)