NeurIPS 2024 Workshop Behavioral ML Submissions

Comparing Human and LLM Ratings of Music-Recommendation Quality with User Context
Sherol Chen, Yuri Vasilevski, Andrew Kyle Lampinen, Amnah Ahmad, Ndaba Ndebele, Sally Goldman, Michael Curtis Mozer, Jie Ren
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Empowering Neural Networks with Control and Planning Abilities
Shuyuan Wang, Philip D Loewen, Bhushan Gopaluni, Michael Forbes
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
A New Approach to Generate Individual Level Data of Walled Garden Platforms: Linear Programming Reconstruction
Yifei Pang, Sreenidhi Ganachari, Yuan Yuan, Steven Wu, Xiaojing Dong, Jin Xu, Zhenyu Yan
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
LLM to Bridge Human Instructions with a Dynamic Symbolic Representation in Hierarchical Reinforcement Learning
Sao Mai Nguyen, Mehdi Zadem, Zihe Ji
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
Yushi Hu, Weijia Shi, Xingyu Fu, Dan Roth, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Ranjay Krishna
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Investigating Same-Different Concept Understanding in Generative Multimodal Models
Sunayana Rane, Declan Iain Campbell, Thomas L. Griffiths
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Towards Deliberating Agents: Evaluating the Ability of Large Language Models to Deliberate
Arjun Karanam, Farnaz Jahanbakhsh, Sanmi Koyejo
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Assessing Social Alignment: Do Personality-Prompted Large Language Models Behave Like Humans?
Ivan Zakazov, Mikolaj Boronski, Lorenzo Drudi, Robert West
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Multimodal Integration in Audio-Visual Speech Recognition --- How Far Are We From Human-Level Robustness?
Marianne Schweitzer, Anna Montagnini, Abdellah Fourtassi, Thomas Schatz
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Principled probing of foundation models in the auditory modality
Etienne Bost, Mitsuko Aramaki, Richard Kronland-Martinet, Sølvi Ystad, Thierry Artières, Thomas Schatz
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Behavioral Sequence Modeling with Ensemble Learning
Maxime Kawawa-Beaudan, Srijan Sood, Soham Palande, Ganapathy Mani, Tucker Balch, Manuela Veloso
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Mitigating Overconfidence in Large Language Models: A Behavioral Lens on Confidence Estimation and Calibration
Bingbing Wen, Chenjun Xu, Bin HAN, Robert Wolfe, Lucy Lu Wang, Bill Howe
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Reassessing Number-Detector Units in Convolutional Neural Networks
Nhut Truong, Shahryar Noei, Alireza Karami
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Generating and Validating Agent and Environment Code for Simulating Realistic Personality Profiles with Large Language Models
Nathan Cloos, M Ganesh Kumar, Adam Manoogian, Christopher J Cueva, Shawn A. Rhoads
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Impact of a biomimetic training regimen based on early visual experience on neural network organization and behavior
Marin Vogelsang, Lukas Vogelsang, Gordon Pipa, Sidney Diamond, Pawan Sinha
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Learning to Cooperate with Humans using Generative Agents
Yancheng Liang, Daphne Chen, Abhishek Gupta, Simon Shaolei Du, Natasha Jaques
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Self-Attention Limits Working Memory Capacity of Transformer-Based Models
Dongyu Gong, Hantao Zhang
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Designing Algorithmic Delegates
Sophie Greenwood, Karen Levy, Solon Barocas, Jon Kleinberg, Hoda Heidari
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
LLMs and Personalities: Inconsistencies Across Scales
Tosato Tommaso, Mahmood Hegazy, David Lemay, Mohammed Abukalam, Irina Rish, Guillaume Dumas
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Unexploited Information Value in Human-AI Collaboration
Ziyang Guo, Yifan Wu, Jason Hartline, Jessica Hullman
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
What you say or how you say it? Predicting Conflict Outcomes in Real and LLM-Generated Conversations
Priya Ronald DCosta, Evan Rowbotham, Xinlan Emily Hu
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
ExpressivityArena: Can LLMs Express Information Implicitly?
Joshua Tint, Som Sagar, Aditya Taparia, Caleb Liu, Kelly Raines, Bimsara Pathiraja, Ransalu Senanayake
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
A Spatio-Temporal Flow Matching Framework for Pedestrian Trajectory Prediction
Hui Zhang, Gang Li, Zebin Guan, Jian Wu, Shuo Bu, Jinchuan Chai
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models
Grace Guo, Jenna Kang, Raj Sanjay Shah, Hanspeter Pfister, Sashank Varma
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Modulating Language Model Experiences through Frictions
Katherine M. Collins, Valerie Chen, Ilia Sucholutsky, Hannah Rose Kirk, Malak Sadek, Holli Sargeant, Ameet Talwalkar, Adrian Weller, Umang Bhatt
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone