Title
Reformatted Alignment Run-Ze Fan Xuefeng Li Haoyang Zou Junlong Li Shwai He Ethan Chern Jiewen Hu Pengfei Liu 102 7 0 19 Feb 2024
Polarization of Autonomous Generative AI Agents Under Echo Chambers Masaya Ohagi LLMAG 65 8 0 19 Feb 2024
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages Yuan Zhang Yile Wang Zijun Liu Shuo Wang Xiaolong Wang Peng Li Maosong Sun Yang Liu LRM 122 15 0 19 Feb 2024
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships Myung Gyo Oh Hong Eun Ahn L. Park T.-H. Kwon MIALM AAML 87 0 0 19 Feb 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence Jiajie Jin Yutao Zhu Yujia Zhou Zhicheng Dou RALM 104 23 0 19 Feb 2024
Transformer-based Causal Language Models Perform Clustering Xinbo Wu Lav Varshney 78 6 0 19 Feb 2024
Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One Tianlin Li Xiaoyu Zhang Chao Du Tianyu Pang Qian Liu Qing Guo Chao Shen Yang Liu ALM 76 11 0 19 Feb 2024
Enabling Weak LLMs to Judge Response Reliability via Meta Ranking Zijun Liu Boqun Kou Peng Li Ming Yan Ji Zhang Fei Huang Yang Liu 108 3 0 19 Feb 2024
Do Large Language Models Understand Logic or Just Mimick Context? Junbing Yan Chengyu Wang Junyuan Huang Wei Zhang ReLM ELM LRM 70 7 0 19 Feb 2024
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More Yuxuan Yue Zhihang Yuan Haojie Duanmu Sifan Zhou Jianlong Wu Liqiang Nie MQ 93 49 0 19 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 131 30 0 19 Feb 2024
Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models Didi Zhu Zhongyi Sun Zexi Li Tao Shen Ke Yan Shouhong Ding Kun Kuang Chao Wu CLL KELM MoMe 131 31 0 19 Feb 2024
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation Xinbei Ma Zhuosheng Zhang Hai Zhao LLMAG 107 34 0 19 Feb 2024
Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation Aiwei Liu Haoping Bai Zhiyun Lu Xiang Kong Simon Wang Jiulong Shan Mengsi Cao Lijie Wen ALM 74 13 0 19 Feb 2024
Learning to Edit: Aligning LLMs with Knowledge Editing Yuxin Jiang Yufei Wang Chuhan Wu Wanjun Zhong Xingshan Zeng ... Xin Jiang Lifeng Shang Ruiming Tang Qun Liu Wei Wang KELM 96 30 0 19 Feb 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning Zhihao Wen Jie Zhang Yuan Fang MoE 82 3 0 19 Feb 2024
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao LM&MA 100 23 0 19 Feb 2024
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth Shir Lissak Nitay Calderon Geva Shenkman Yaakov Ophir Eyal Fruchter A. Klomek Roi Reichart AI4MH 121 16 0 19 Feb 2024
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges Minghao Shao Boyuan Chen Sofija Jancheska Brendan Dolan-Gavitt Siddharth Garg Ramesh Karri Mohamed Bennai 104 30 0 19 Feb 2024
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema Junru Lu Siyu An Min Zhang Yulan He Di Yin Xing Sun 129 2 0 19 Feb 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs Kai Wang Yuwei Xu Zhiyong Wu Siqiang Luo LRM 118 10 0 19 Feb 2024
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation Zizhong Li Haopeng Zhang Jiawei Zhang RALM 94 1 0 19 Feb 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction Jie Xu Hanbo Zhang Xinghang Li Huaping Liu Xuguang Lan Tao Kong LM&Ro 95 3 0 19 Feb 2024
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs Fengqing Jiang Zhangchen Xu Luyao Niu Zhen Xiang Bhaskar Ramasubramanian Bo Li Radha Poovendran 152 109 0 19 Feb 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 67 6 0 19 Feb 2024
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation Chanwoong Yoon Gangwoo Kim Byeongguk Jeon Sungdong Kim Yohan Jo Jaewoo Kang KELM RALM 137 0 0 19 Feb 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov Hampus Linander UQCV 119 20 0 19 Feb 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 187 68 0 19 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 131 9 0 18 Feb 2024
How Susceptible are Large Language Models to Ideological Manipulation? Kai Chen Zihao He Jun Yan Taiwei Shi Kristina Lerman 135 14 0 18 Feb 2024
On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs H. Zhuo Xin Chen Rong Pan 59 2 0 18 Feb 2024
Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models Jun Wu Qiang Liu Ding Wang Jinghao Zhang Shu Wu Liang Wang Tien-Ping Tan LRM 95 24 0 18 Feb 2024
Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models S. Hayati Taehee Jung Tristan Bodding-Long Sudipta Kar A. Sethy Joo-Kyung Kim Dongyeop Kang ALM LRM 140 9 0 18 Feb 2024
Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution Nuo Xu Jun Zhao Can Zu Sixian Li Lu Chen ... Shihan Dou Wenjuan Qin Tao Gui Qi Zhang Xuanjing Huang 88 7 0 18 Feb 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM Zijin Hong Zheng Yuan Hao Chen Qinggang Zhang Feiran Huang Xiao Huang 124 32 0 18 Feb 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation Shiyu Ni Keping Bi Jiafeng Guo Xueqi Cheng RALM 73 37 0 18 Feb 2024
Learning to Learn Faster from Human Feedback with Language Model Predictive Control Jacky Liang Fei Xia Wenhao Yu Andy Zeng Montse Gonzalez Arenas ... N. Heess Kanishka Rao Nik Stewart Jie Tan Carolina Parada LM&Ro 127 35 0 18 Feb 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang Zhongyu Wei Yejin Choi Xiang Ren ReLM ELM LRM 45 24 0 18 Feb 2024
EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language Models Jun Gao Huan Zhao Wei Wang Changlong Yu Ruifeng Xu OffRL 63 5 0 18 Feb 2024
Don't Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection Min Zhang Jianfeng He Taoran Ji Chang-Tien Lu 64 15 0 18 Feb 2024
FViT: A Focal Vision Transformer with Gabor Filter Yulong Shi Mingwei Sun Yongshuai Wang Rui Wang 155 4 0 17 Feb 2024
Dissecting Human and LLM Preferences Junlong Li Fan Zhou Shichao Sun Yikai Zhang Hai Zhao Pengfei Liu ALM 89 6 0 17 Feb 2024
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning Shu Yang Muhammad Asif Ali Cheng-Long Wang Lijie Hu Di Wang CLL MoE 114 46 0 17 Feb 2024
Aligning Large Language Models by On-Policy Self-Judgment Sangkyu Lee Sungdong Kim Ashkan Yousefpour Minjoon Seo Kang Min Yoo Youngjae Yu OSLM 75 12 0 17 Feb 2024
CoLLaVO: Crayon Large Language and Vision mOdel Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro VLM MLLM 117 18 0 17 Feb 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents Wenkai Yang Xiaohan Bi Yankai Lin Sishuo Chen Jie Zhou Xu Sun LLMAG AAML 135 71 0 17 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 120 11 0 17 Feb 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models Yougang Lyu Lingyong Yan Shuaiqiang Wang Haibo Shi D. Yin Fajie Yuan Zhumin Chen Maarten de Rijke Zhaochun Ren 82 7 0 17 Feb 2024
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning Jian Wu Linyi Yang Yuliang Ji Wenhao Huang Börje F. Karlsson Manabu Okumura 56 6 0 17 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 71 11 0 17 Feb 2024