NeurIPS 2024 Workshop SoLaR Submissions

NusaMT-7B: Machine Translation for Low-Resource Indonesian Languages with Large Language Models
William Tan, Kevin Zhu
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Sandbag Detection through Model Impairment
Cameron Tice, Philipp Alexander Kreer, Nathan Helm-Burger, Prithviraj Singh Shahani, Fedor Ryzhenkov, Teun van der Weij, Felix Hofstätter, Jacob Haimes
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack
Leo McKee-Reid, Christoph Sträter, Maria Angelica Martinez, Joe Needham, Mikita Balesni
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Ivoline C. Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
Song Wang, Peng Wang, Tong Zhou, Yushun Dong, Zhen Tan, Jundong Li
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
On Demonstration Selection for Improving Fairness in Language Models
Song Wang, Peng Wang, Yushun Dong, Tong Zhou, Lu Cheng, Yangfeng Ji, Jundong Li
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Spotlight
- Readers: Everyone
Language Models Resist Alignment
Jiaming Ji, Kaile Wang, Tianyi Qiu, Boyuan Chen, Changye Li, Hantao Lou, Jiayi Zhou, Josef Dai, Yaodong Yang
- Published: 09 Oct 2024, Last Modified: 11 Dec 2024
- SoLaR Poster
- Readers: Everyone
Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach
Changgeon Ko, Jisu Shin, Hoyun Song, Jeongyeon Seo, Jong C. Park
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
The Elicitation Game: Stress-Testing Capability Elicitation Techniques
Felix Hofstätter, Jayden Teoh, Teun van der Weij, Francis Rhys Ward
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
How Does LLM Compression Affect Weight Exfiltration Attacks?
Davis Brown, Mantas Mazeika
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Policy Dreamer: Diverse Public Policy Generation Via Elicitation and Simulation of Human Preferences
Arjun Karanam, José Ramón Enríquez, Udari Madhushani Sehwag, Michael Elabd, Kanishk Gandhi, Noah Goodman, Sanmi Koyejo
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Salad-Bowl-LLM: Multi-Culture LLMs by In-Context Demonstrations from Diverse Cultures
Dongkwan Kim, Junho Myung, Alice Oh
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards
Shresth Verma, Niclas Boehmer, Lingkai Kong, Milind Tambe
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Enhancing Language Model Calibration to Human Responses in Ethical Ambiguity via Fine-Tuning
Pranav Senthilkumar, Visshwa Balasubramanian, Prisha Jain, Aneesa Maity, Jonathan Lu, Kevin Zhu
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Simulation System Towards Solving Societal-Scale Manipulation
Maximilian Puelma Touzel, Sneheel Sarangi, Austin Welch, Gayatri K, Dan Zhao, Zachary Yang, Hao Yu, Tom Gibbs, Ethan Kosak-Hine, Andreea Musulan, Camille Thibault, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Jailbreaking Large Language Models with Symbolic Mathematics
Emet Bethany, Mazal Bethany, Juan A. Nolazco-Flores, Sumit Kumar Jha, Peyman Najafirad
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Gender Bias in LLM-generated Interview Responses
Haein Kong, Yongsu Ahn, Sangyub Lee, Yunho Maeng
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
MISR: Measuring Instrumental Self-Reasoning in Frontier Models
Kai Fronsdal, David Lindner
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Measuring AI Agent Autonomy: Towards a Scalable Approach With Code Inspection
Peter Cihon, Merlin Stein, Gagan Bansal, Sam Manning, Kevin Xu
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Targeted Manipulation and Deception Emerge in LLMs Trained on User* Feedback
Marcus Williams, Micah Carroll, Constantin Weisser, Brendan Murphy, Adhyyan Narang, Anca Dragan
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Spotlight
- Readers: Everyone
An Adversarial Perspective on Machine Unlearning for AI Safety
Jakub Łucki, Boyi Wei, Yangsibo Huang, Peter Henderson, Florian Tramèr, Javier Rando
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Spotlight
- Readers: Everyone
Auto-Enhance: Towards a Meta-Benchmark to Evaluate AI Agents' Ability to Improve Other Agents
Samuel F. Brown, Basil Labib, Codruta Lugoj, Sai Sasank Y
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Beyond the Binary: Capturing Diverse Preferences With Reward Regularization
Vishakh Padmakumar, Chuanyang Jin, Hannah Rose Kirk, He He
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Understanding Model Bias Requires Systematic Probing Across Tasks
Soline Boussard, Susannah Cheng Su, Helen Zhao, Siddharth Swaroop, Weiwei Pan
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Differentially Private Learning Needs Better Model Initialization and Self-Distillation
Ivoline C. Ngong, Joseph Near, Niloofar Mireshghallah
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone