NeurIPS 2024 Workshop Behavioral ML Submissions

Do Language Models Have Bayesian Brains? Distinguishing Stochastic and Deterministic Decision Patterns within Large Language Models
Andrea Yaoyun Cui, Pengfei Yu
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Principles of Animal Cognition for LLM Evaluations: A Case Study on Transitive Inference
Sunayana Rane, Cyrus Kirkman, Amanda Royka, Graham Todd, Ryan Law, Jacob Gates Foster, Erica Cartmill
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
pSAE-chiatry: Utilizing Sparse Autoencoders to Uncover Mental-Health-Related Features in Language Models
Declan Grabb
- Published: 10 Oct 2024, Last Modified: 25 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Helping People Predict Agent Behaviors by Operationalizing the Variation Theory of Learning
Tiffany Horter, Serena Booth, Vinitha Gadiraju
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Accuracy Isn’t Everything: Understanding the Desiderata of AI Tools in Legal-Financial Settings
Sudhan Chitgopkar, Noah Dohrmann, Stephanie Monson, Jimmy Mendez, Finale Doshi-Velez, Weiwei Pan
- Published: 10 Oct 2024, Last Modified: 22 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford, Agam Goyal, Vincent V. Frigo, Sijia Yang, Dhavan V. Shah, Junjie Hu, Timothy T. Rogers
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Words that work: Using language to generate hypotheses
Rafael M. Batista, James Ross
- Published: 10 Oct 2024, Last Modified: 03 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Outcome-Irrelevant and State-Independent Learning Mechanisms in Human Reinforcement Learning
Ido Ben-Artzi, Nitzan Shahar
- Published: 10 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Computational discovery of human reinforcement learning dynamics from choice behavior
Daniel Weinhardt, Maria K Eckstein, Sebastian Musslick
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Superficial Alignment, Subtle Divergence, and Nudge Sensitivity in LLM Decision-Making
Manuel Cherep, Nikhil Singh, Patricia Maes
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Does GPT Really Get It? A Hierarchical Scale to Quantify Human and AI's Understanding of Algorithms
Mirabel Reid, Santosh Vempala
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Are LLMs good pragmatic speakers?
Mingyue Jian, Siddharth N
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback
Taiwei Shi, Zhuoer Wang, Longqi Yang, Ying-Chun Lin, Zexue He, Mengting Wan, Pei Zhou, Sujay Kumar Jauhar, Xiaofeng Xu, Xia Song, Jennifer Neville
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
The Double-Edged Sword of Behavioral Responses in Strategic Classification
Raman Ebrahimi, Kristen Vaccaro, Parinaz Naghizadeh
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Using LLMs to Model the Beliefs and Preferences of Targeted Populations
Keiichi Namikoshi, Alexandre Filipowicz, David Ayman Shamma, Rumen I Iliev, Candice L Hogan, Nikos Arechiga
- Published: 10 Oct 2024, Last Modified: 24 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Limitations in Planning Ability in AlphaZero
Daisy Xinlei Lin, Brenden Lake, Wei Ji Ma
- Published: 10 Oct 2024, Last Modified: 09 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
HuLE-Nav: Human-Like Exploration for Zero-Shot Object Navigation via Vision-Language Models
Peilong Han, Min Zhang, Jianye HAO, Hongyao Tang, YAN ZHENG
- Published: 10 Oct 2024, Last Modified: 03 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Assessing Behavioral Alignment of Personality-Driven Generative Agents in Social Dilemma Games
Ritwik Bose, Mattson Ogg, Michael Wolmetz, Christopher Ratto
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Rediscovering the Latent Dimensions of Personality with Large Language Models as Trait Descriptors
Joseph Suh, Suhong Moon, Minwoo Kang, David Chan
- Published: 10 Oct 2024, Last Modified: 18 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Deep and shallow thinking in a single forward pass
Jennifer Hu, Michael Franke
- Published: 10 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Towards Robust Estimation of Human Intention Hierarchy in Robot Teleoperation
Nikki Lijing Kuang, Songpo Li, Soshi Iba
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
A Behavioral Economics Approach to Principled Multi-Agent Reinforcement Learning
Eric Mazumdar, Kishan Panaganti, Laixi Shi
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Attention Redistribution During Event Segmentation In Large Language Model
Yuyang Xu, Qingqing Yang
- Published: 10 Oct 2024, Last Modified: 21 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Selective Preference Aggregation
Shreyas Kadekodi, Hayden McTavish, Berk Ustun
- Published: 10 Oct 2024, Last Modified: 21 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Integrating Preference-Aware Modeling of Human Spatial Behavior in Cyber-Physical-Human Systems
Maral Doctorarastoo, Katherine A. Flanigan, Mario Berges, Christopher McComb
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone