NeurIPS 2024 Workshop SoLaR Submissions

Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries
Adam X. Yang, Chen Chen, Konstantinos Pitas
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs
Ruben Härle, Felix Friedrich, Manuel Brack, Björn Deiseroth, Patrick Schramowski, Kristian Kersting
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Large Language Models Still Exhibit Bias in Long Text
Wonje Jeung, Dongjae Jeon, Ashkan Yousefpour, Jonghyun Choi
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Towards Safe Multilingual Frontier AI
Arturs Kanepajs, Vladimir Ivanov, Richard Moulange
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Spotlight
- Readers: Everyone
Measuring Free-Form Decision-Making Inconsistency of Language Models in Military Crisis Simulations
Aryan Shrivastava, Jessica Hullman, Max Lamparth
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
AI Sandbagging: Language Models can Selectively Underperform on Evaluations
Teun van der Weij, Felix Hofstätter, Oliver Jaffe, Samuel F. Brown, Francis Rhys Ward
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences
Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Failures to Find Transferable Image Jailbreaks Between Vision-Language Models
Rylan Schaeffer, Dan Valentine, Luke Bailey, James Chua, Zane Durante, Cristobal Eyzaguirre, Joe Benton, Brando Miranda, Henry Sleight, Tony Tong Wang, John Hughes, Rajashree Agrawal, Mrinank Sharma, Scott Emmons, Sanmi Koyejo, Ethan Perez
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Spotlight
- Readers: Everyone
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection
Theo King, Zekun Wu, Adriano Koshiyama, Emre Kazim, Philip Colin Treleaven
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Position: AI Agents & Liability – Mapping Insights from ML and HCI Research to Policy
Connor Dunlop, Weiwei Pan, Julia Smakman, Lisa Soder, Siddharth Swaroop
- Published: 09 Oct 2024, Last Modified: 13 Dec 2024
- SoLaR Poster
- Readers: Everyone
Jailbreak Defense in a Narrow Domain: Failures of Existing Methods and Improving Transcript-Based Classifiers
Tony Tong Wang, John Hughes, Henry Sleight, Rylan Schaeffer, Rajashree Agrawal, Fazl Barez, Mrinank Sharma, Jesse Mu, Nir N Shavit, Ethan Perez
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
Stefan Sylvius Wagner, Maike Behrendt, Marc Ziegele, Stefan Harmeling
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Developing Story: Case Studies of Generative AI’s Use in Journalism
Natalie Grace Brigham, Chongjiu Gao, Tadayoshi Kohno, Franziska Roesner, Niloofar Mireshghallah
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
On the Ethical Considerations of Generative Agents
N'yoma Diamond, Soumya Banerjee
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Towards a Theory of AI Personhood
Francis Rhys Ward
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
CoS: Enhancing Personalization with Context Steering
Sashrika Pandey, Jerry Zhi-Yang He, Mariah L Schrum, Anca Dragan
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Developing an occupational prestige scale using Large Language Models
Robert de Vries, Mark J. Hill, Laura Ruis
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Shh, don't say that! Domain Certification in LLMs
Cornelius Emde, Preetham Arvind, Alasdair Paren, Maxime Kayser, Tom Rainforth, Thomas Lukasiewicz, Philip Torr, Adel Bibi
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
A Cautionary Tale on the Evaluation of Differentially Private In-Context Learning
Anjun Hu, Jiyang Guan, Philip Torr, Francesco Pinto
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Fact or Fiction? Can LLMs be Reliable Annotators for Political Truths?
Veronica Chatrath, Marcelo Lotif, Shaina Raza
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone
Investigating Goal-Aligned and Empathetic Social Reasoning Strategies for Human-Like Social Intelligence in LLMs
Anirudh Gajula, Raaghav Malik
- Published: 09 Oct 2024, Last Modified: 04 Dec 2024
- SoLaR Poster
- Readers: Everyone