ICLR 2024 Workshop R2-FM Submissions

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
Yiyang Zhou, Chenhang Cui, Rafael Rafailov, Chelsea Finn, Huaxiu Yao
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
Samyak Jain, Robert Kirk, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Tim Rocktäschel, Edward Grefenstette, David Krueger
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Composing Knowledge and Compression Interventions for Language Models
Arinbjörn Kolbeinsson, Tianjin Huang, Shanghua Gao, Shiwei Liu, Jonathan Richard Schwarz, Anurag Jayant Vaidya, Faisal Mahmood, Marinka Zitnik, Tianlong Chen, Thomas Hartvigsen
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Memorization and Privacy Risks in Domain-Specific Large Language Models
Xinyu Yang, Zichen Wen, Wenjie Qu, Zhaorun Chen, Zhiying Xiang, Beidi Chen, Huaxiu Yao
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Boosting Jailbreak Attack With Momentum
Yihao Zhang, Zeming Wei
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
WorldBench: Quantifying Geographic Disparities in LLM Factual Recall
Mazda Moayeri, Soheil Feizi
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates
Kaifeng Lyu, Haoyu Zhao, Xinran Gu, Dingli Yu, Anirudh Goyal, Sanjeev Arora
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
Katie Matton, Robert Ness, Emre Kiciman
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation
Ruixin Yang, Dheeraj Rajagopal, Shirley Anugrah Hayati, Bin Hu, Dongyeop Kang
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Mapping Social Choice Theory to RLHF
Jessica Dai, Eve Fleisig
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
Zhaorun Chen, Zhuokai Zhao, Zhihong Zhu, Ruiqi Zhang, Xiang Li, Bhiksha Raj, Huaxiu Yao
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Setting the Record Straight on Transformer Oversmoothing
Gbetondji Jean-Sebastien Dovonon, Michael M. Bronstein, Matt Kusner
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Prompting for Robustness: Extracting Robust Classifiers from Foundation Models
Amrith Setlur, Saurabh Garg, Virginia Smith, Sergey Levine
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Exploring the Robustness of In-Context Learning with Noisy Labels
Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
WAVES: Benchmarking the Robustness of Image Watermarks
Mucong Ding, Tahseen Rabbani, Bang An, Aakriti Agrawal, Yuancheng Xu, Chenghao Deng, Sicheng Zhu, Abdirisak Mohamed, Yuxin Wen, Tom Goldstein, Furong Huang
- Published: 05 Mar 2024, Last Modified: 09 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Questioning the Survey Responses of Large Language Models
Ricardo Dominguez-Olmedo, Moritz Hardt, Celestine Mendler-Dünner
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Oral
- Readers: Everyone
Value Augmented Sampling: Predict Your Rewards To Align Language Models
Seungwook Han, Idan Shenfeld, Akash Srivastava, Yoon Kim, Pulkit Agrawal
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Oral
- Readers: Everyone
Personalized Language Modeling from Personalized Human Feedback
Xinyu Li, Zachary Chase Lipton, Liu Leqi
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Explicit Knowledge Factorization Meets In-Context Learning: What Do We Gain?
Sarthak Mittal, Eric Elmoznino, Leo Gagnon, Sangnie Bhardwaj, Dhanya Sridhar, Guillaume Lajoie
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
Hang Li, Chengzhi Shen, Philip Torr, Volker Tresp, Jindong Gu
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control
Gunshi Gupta, Karmesh Yadav, Yarin Gal, Dhruv Batra, Zsolt Kira, Cong Lu, Tim G. J. Rudner
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
How many Opinions does your LLM have? Improving Uncertainty Estimation in NLG
Lukas Aichberger, Kajetan Schweighofer, Mykyta Ielanskyi, Sepp Hochreiter
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation
Zhengyue Zhao, Jinhao Duan, Xing Hu, Kaidi Xu, Chenan Wang, Rui Zhang, Zidong Du, Qi Guo, Yunji Chen
- Published: 08 Apr 2024, Last Modified: 19 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Can Large Language Models Reason Robustly with Noisy Rationales?
Zhanke Zhou, Rong Tao, Jianing Zhu, Yiwen Luo, Zengmao Wang, Bo Han
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone