ICLR 2024 Workshop R2-FM Submissions

A StrongREJECT for Empty Jailbreaks
Alexandra Souly, Qingyuan Lu, Dillon Bowen, Tu Trinh, Elvis Hsieh, Sana Pandey, Pieter Abbeel, Justin Svegliato, Scott Emmons, Olivia Watkins, Sam Toyer
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
Chen Ling, Xujiang Zhao, Xuchao Zhang, Yanchi Liu, Wei Cheng, Haoyu Wang, Zhengzhang Chen, Mika Oishi, Takao Osaki, Katsushi Matsuda, Liang Zhao, Haifeng Chen
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Can Large Language Models Achieve Calibration with In-Context Learning?
Chengzu Li, Han Zhou, Goran Glavaš, Anna Korhonen, Ivan Vulić
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Actions Speak Louder than Words: Superficial Fairness Alignment in LLMs
Qiyao Wei, Alex James Chan, Lea Goetz, David Watson, Mihaela van der Schaar
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Watermark Stealing in Large Language Models
Nikola Jovanović, Robin Staab, Martin Vechev
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Oral
- Readers: Everyone
Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding
Ailin Deng, Zhirui Chen, Bryan Hooi
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
AI-Generated Images Introduce Invisible Relevance Bias to Text-Image Retrieval
Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Self-Alignment of Large Language Models via Social Scene Simulation
Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Unified Hallucination Detection for Multimodal Large Language Models
Xiang Chen, Chenxi Wang, Ningyu Zhang, Yida Xue, xiaoyan yang, YUE SHEN, Jinjie GU, Huajun Chen
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Steering LLMs Towards Unbiased Responses: A Causality-Guided Debiasing Framework
Jingling Li, Zeyu Tang, Xiaoyu Liu, Peter Spirtes, Kun Zhang, Liu Leqi, Yang Liu
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Preventing Memorized Completions through White-Box Filtering
Oam Patel, Rowan Wang
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
On Fairness Implications and Evaluations of Low-Rank Adaptation of Large Models
Ken Liu, Zhoujie Ding, Berivan Isik, Sanmi Koyejo
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Hijacking Context in Large Multi-modal Models
Joonhyun Jeong
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
Zhichao Hou, Weizhi Gao, Yuchen Shen, Xiaorui Liu
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Large Language Models are Anonymizers
Robin Staab, Mark Vero, Mislav Balunovic, Martin Vechev
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Towards Logically Consistent Language Models via Probabilistic Reasoning
Diego Calanzone, Antonio Vergari, Stefano Teso
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
©Plug-in Authorization for Human Content Copyright Protection in Text-to-Image Model
Chao Zhou, Huishuai Zhang, Jiang Bian, Weiming Zhang, Nenghai Yu
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Dataset MKSL for measuring adequate response performance by knowledge level
NohMyongSung, Cho Ung Hui
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Scaling Compute Is Not All You Need for Adversarial Robustness
Edoardo Debenedetti, Zishen Wan, Maksym Andriushchenko, Vikash Sehwag, Kshitij Bhardwaj, Bhavya Kailkhura
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
Yuchen Li, Alexandre Kirchmeyer, Aashay Mehta, Yilong Qin, Boris Dadachev, Kishore A Papineni, Sanjiv Kumar, Andrej Risteski
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
Boyi Wei, Kaixuan Huang, Yangsibo Huang, Tinghao Xie, Xiangyu Qi, Mengzhou Xia, Prateek Mittal, Mengdi Wang, Peter Henderson
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Re-Ex: Revising after Explanation reduces the Factual Errors in LLM Responses
Juyeon Kim, Jeongeun Lee, YoonHo Chang, CHANYEOL CHOI, Jun-Seong Kim, Jy-yong Sohn
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Instruction Tuning for Secure Code Generation
Jingxuan He, Mark Vero, Gabriela Krasnopolska, Martin Vechev
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone
Experts Don't Cheat: Learning What You Don't Know By Predicting Pairs
Daniel D. Johnson, Daniel Tarlow, David Duvenaud, Chris J. Maddison
- Published: 05 Mar 2024, Last Modified: 08 May 2024
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone