Title
Structural Design Through Reinforcement Learning Thomas Rochefort-Beaudoin Aurelian Vadean Niels Aage S. Achiche AI4CE 40 0 0 10 Jul 2024
Beyond Fixed Length: Bucket Pre-training is All You Need Qing Yang Qiyao Peng Hongtao Liu Kai Liu Hongyan Xu Ting Liu 72 1 0 10 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 166 2 0 10 Jul 2024
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation Tong Chen Akari Asai Niloofar Mireshghallah Sewon Min James Grimmelmann Yejin Choi Hannaneh Hajishirzi Luke Zettlemoyer Pang Wei Koh 117 21 0 09 Jul 2024
ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization Wai Man Si Michael Backes Yang Zhang 78 1 0 09 Jul 2024
Self-Recognition in Language Models Tim R. Davidson Viacheslav Surkov V. Veselovsky Giuseppe Russo Robert West Çağlar Gülçehre PILM 321 4 0 09 Jul 2024
ChatGPT Doesn't Trust Chargers Fans: Guardrail Sensitivity in Context Victoria R. Li Yida Chen Naomi Saphra 89 5 0 09 Jul 2024
Entropy Law: The Story Behind Data Compression and LLM Performance Mingjia Yin Chuhan Wu Yufei Wang Hao Wang Wei Guo Yasheng Wang Yong Liu Ruiming Tang Defu Lian Enhong Chen 125 27 0 09 Jul 2024
Solving General Natural-Language-Description Optimization Problems with Large Language Models Jihai Zhang Wei Wang Siyan Guo Li Wang Fangquan Lin Cheng Yang Wotao Yin 63 10 0 09 Jul 2024
Virtual Personas for Language Models via an Anthology of Backstories Suhong Moon Marwa Abdulhai Minwoo Kang Joseph Suh Widyadewi Soedarmadji Eran Kohen Behar David M. Chan 88 16 0 09 Jul 2024
LIONs: An Empirically Optimized Approach to Align Language Models Xiao Yu Qingyang Wu Yu Li Zhou Yu ALM 95 6 0 09 Jul 2024
Optimal Decision Making Through Scenario Simulations Using Large Language Models Sumedh Rasal E. Hauer 89 1 0 09 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 138 1 0 09 Jul 2024
Can Learned Optimization Make Reinforcement Learning Less Difficult? Alexander David Goldie Chris Xiaoxuan Lu Matthew Jackson Shimon Whiteson Jakob N. Foerster 145 5 0 09 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 119 27 0 08 Jul 2024
Exploring Human-LLM Conversations: Mental Models and the Originator of Toxicity Johannes Schneider Arianna Casanova Flores Anne-Catherine Kranz 105 4 0 08 Jul 2024
$R^2$ -Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning Mintong Kang Yue Liu LRM 128 16 0 08 Jul 2024
Variational Best-of-N Alignment Afra Amini Tim Vieira Ryan Cotterell Ryan Cotterell BDL 109 23 0 08 Jul 2024
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment Qizhang Feng Siva Rajesh Kasa Santhosh Kumar Kasa Hyokun Yun C. Teo S. Bodapati 149 8 0 08 Jul 2024
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty Maor Ivgi Ori Yoran Jonathan Berant Mor Geva HILM 148 8 0 08 Jul 2024
Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation Tianyu Wang Nianjun Zhou Zhixiong Chen 109 11 0 07 Jul 2024
ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation Ruibo Fu Xin Qi Zhengqi Wen Jianhua Tao Tao Wang ... Xiaopeng Wang Shuchen Shi Yukun Liu Xuefei Liu Shuai Zhang 101 0 0 07 Jul 2024
Forest2Seq: Revitalizing Order Prior for Sequential Indoor Scene Synthesis Qi Sun Hang Zhou Wengang Zhou Li Li Houqiang Li 3DPC 3DV 96 7 0 07 Jul 2024
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course Cheng-Han Chiang Wei-Chih Chen Chun-Yi Kuan Chienchou Yang Hung-yi Lee ELM AI4Ed 68 8 0 07 Jul 2024
LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI Yuval Schwartz Lavi Benshimol D. Mimran Yuval Elovici A. Shabtai 45 5 0 06 Jul 2024
PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference Ye Li Chen Tang Yuan Meng Jiajun Fan Zenghao Chai Xinzhu Ma Zhi Wang Wenwu Zhu 94 2 0 06 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 102 19 0 06 Jul 2024
LoRA-GA: Low-Rank Adaptation with Gradient Approximation Shaowen Wang Linxi Yu Jian Li ALM AI4CE 115 47 0 06 Jul 2024
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs Cheng Wang Xinyang Lu Szu Hui Ng Bryan Kian Hsiang Low 72 0 0 06 Jul 2024
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression Zhichao Xu Ashim Gupta Tao Li Oliver Bentham Vivek Srikumar 111 13 0 06 Jul 2024
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation? Zhaorun Chen Yichao Du Zichen Wen Yiyang Zhou Chenhang Cui ... Jiawei Zhou Zhuokai Zhao Rafael Rafailov Chelsea Finn Huaxiu Yao EGVM MLLM 121 35 0 05 Jul 2024
The Impact of Quantization and Pruning on Deep Reinforcement Learning Models Heng Lu Mehdi Alemi Reza Rawassizadeh 100 1 0 05 Jul 2024
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge Yuanze Lin Yunsheng Li Dongdong Chen Weijian Xu Ronald Clark Philip Torr Lu Yuan LRM VLM 81 8 0 05 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 97 8 0 05 Jul 2024
Hindsight Preference Learning for Offline Preference-based Reinforcement Learning Chen-Xiao Gao Shengjun Fang Chenjun Xiao Yang Yu Zongzhang Zhang OffRL 54 1 0 05 Jul 2024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey Sibo Yi Yule Liu Zhen Sun Tianshuo Cong Xinlei He Jiaxing Song Ke Xu Qi Li AAML 124 111 0 05 Jul 2024
HAF-RM: A Hybrid Alignment Framework for Reward Model Training Shujun Liu Xiaoyu Shen Yuhang Lai Siyuan Wang Shengbin Yue Zengfeng Huang Xuanjing Huang Zhongyu Wei 124 1 0 04 Jul 2024
Orchestrating LLMs with Different Personalizations Jin Peng Zhou Katie Z Luo Jingwen Gu Jason Yuan Kilian Q. Weinberger Wen Sun 64 2 0 04 Jul 2024
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild Ahmed Masry Megh Thakkar Aayush Bajaj Aaryaman Kartha Enamul Hoque Shafiq Joty VLM 96 30 0 04 Jul 2024
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization Yuyan Chen Zhihao Wen Ge Fan Zhengyu Chen Wei Wu Dayiheng Liu Zhixu Li Bang Liu Yanghua Xiao 100 20 0 04 Jul 2024
DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning Chengpeng Li Guanting Dong Mingfeng Xue Ru Peng Xiang Wang Dayiheng Liu LRM ReLM 102 13 0 04 Jul 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM Peiran Yao Kostyantyn Guzhva Denilson Barbosa 89 4 0 04 Jul 2024
Systematic Task Exploration with LLMs: A Study in Citation Text Generation Furkan Şahinuç Ilia Kuznetsov Yufang Hou Iryna Gurevych 70 6 0 04 Jul 2024
Benchmarking Complex Instruction-Following with Multiple Constraints Composition Bosi Wen Pei Ke Xiaotao Gu Lindong Wu Hao Huang ... Jiaxin Xu Yiming Liu Jie Tang Hongning Wang Minlie Huang CoGe 130 53 0 04 Jul 2024
Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models Fuxiang Zhang Junyou Li Yi-Chen Li Zongzhang Zhang Yang Yu Deheng Ye OffRL KELM 97 1 0 04 Jul 2024
TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language Models Jiahuan Cao Dezhi Peng Peirong Zhang Yongxin Shi Yang Liu Kai Ding Lianwen Jin 53 1 0 04 Jul 2024
On the Benchmarking of LLMs for Open-Domain Dialogue Evaluation John Mendonça A. Lavie Isabel Trancoso ELM 55 3 0 04 Jul 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval Kazuaki Furumai Roberto Legaspi Julio Vizcarra Yudai Yamazaki Yasutaka Nishimura Sina J. Semnani Kazushi Ikeda Weiyan Shi Monica S. Lam 96 10 0 04 Jul 2024
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis Congzhen Shi Ryan Rezai Jiaxi Yang Qi Dou Xiaoxiao Li MedIm 79 6 0 03 Jul 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models Paul Pu Liang Akshay Goindani Talha Chafekar Leena Mathur Haofei Yu Ruslan Salakhutdinov Louis-Philippe Morency 100 16 0 03 Jul 2024