Title
Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! Zhanhui Zhou Jie Liu Zhichen Dong Jiaheng Liu Chao Yang Wanli Ouyang Yu Qiao 15 18 0 19 Feb 2024
Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models Christian Schlarmann Naman D. Singh Francesco Croce Matthias Hein VLM AAML 52 40 0 19 Feb 2024
Query-Based Adversarial Prompt Generation Jonathan Hayase Ema Borevkovic Nicholas Carlini Florian Tramèr Milad Nasr AAML SILM 45 26 0 19 Feb 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs Naihao Deng Zhenjie Sun Ruiqi He Aman Sikka Yulong Chen Lin Ma Yue Zhang Rada Mihalcea LMTD 43 11 0 19 Feb 2024
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning Shuai Zhao Leilei Gan Anh Tuan Luu Jie Fu Lingjuan Lyu Meihuizi Jia Jinming Wen AAML 31 23 0 19 Feb 2024
Purifying Large Language Models by Ensembling a Small Language Model Tianlin Li Qian Liu Tianyu Pang Chao Du Qing Guo Yang Liu Min Lin 58 16 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 37 2 0 19 Feb 2024
Is It a Free Lunch for Removing Outliers during Pretraining? Baohao Liao Christof Monz MQ 37 1 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 29 5 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 45 42 0 19 Feb 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations Milan Bhan Jean-Noel Vittaut Nicolas Chesneau Marie-Jeanne Lesot ReLM LRM 51 4 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 42 12 0 19 Feb 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning Zhihao Wen Jie Zhang Yuan Fang MoE 39 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 44 22 0 19 Feb 2024
InMD-X: Large Language Models for Internal Medicine Doctors Hansle Gwon Imjin Ahn Hyoje Jung Byeolhee Kim Young-Hak Kim Tae Joon Jun LM&MA 44 1 0 19 Feb 2024
Modularized Networks for Few-shot Hateful Meme Detection Rui Cao Roy Ka-wei Lee Jing Jiang 35 5 0 19 Feb 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? Shubhashis Roy Dipta Sadat Shahriar DeLMO 54 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 43 3 0 19 Feb 2024
What Evidence Do Language Models Find Convincing? Alexander Wan Eric Wallace Dan Klein 213 29 0 19 Feb 2024
CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware Souvik Kundu Anthony Sarah Vinay Joshi O. J. Omer S. Subramoney 34 0 0 19 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 48 1 0 19 Feb 2024
In-Context Learning Demonstration Selection via Influence Analysis Vinay M.S. Minh-Hao Van Xintao Wu 44 4 0 19 Feb 2024
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic Rishabh Bhardwaj Do Duc Anh Soujanya Poria MoMe 50 39 0 19 Feb 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 36 5 0 19 Feb 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov Hampus Linander UQCV 48 15 0 19 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 44 30 0 18 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 65 6 0 18 Feb 2024
Modelling Political Coalition Negotiations Using LLM-based Agents Farhad Moghimifar Yuan-Fang Li Robert Thomson Gholamreza Haffari LLMAG 38 5 0 18 Feb 2024
Stealthy Attack on Large Language Model based Recommendation Jinghao Zhang Yuting Liu Qiang Liu Shu Wu Guibing Guo Liang Wang 40 13 0 18 Feb 2024
On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs H. Zhuo Xin Chen Rong Pan 47 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 40 21 0 18 Feb 2024
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation Peng Xu Wenqi Shao Mengzhao Chen Shitao Tang Kai-Chuang Zhang Peng Gao Fengwei An Yu Qiao Ping Luo MoE 40 27 0 18 Feb 2024
Visual In-Context Learning for Large Vision-Language Models Yucheng Zhou Xiang Li Qianning Wang Jianbing Shen MLLM 32 60 0 18 Feb 2024
BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models Kun Luo Zheng Liu Shitao Xiao Kang Liu 41 11 0 18 Feb 2024
ModelGPT: Unleashing LLM's Capabilities for Tailored Model Generation Zihao Tang Zheqi Lv Shengyu Zhang Fei Wu Kun Kuang 56 7 0 18 Feb 2024
Efficient Multimodal Learning from Data-centric Perspective Muyang He Yexin Liu Boya Wu Jianhao Yuan Yueze Wang Tiejun Huang Bo Zhao MLLM 43 85 0 18 Feb 2024
Unveiling the Secrets of Engaging Conversations: Factors that Keep Users Hooked on Role-Playing Dialog Agents Shuai Zhang Yu Lu Junwen Liu Jia Yu Huachuan Qiu Yuming Yan Zhenzhong Lan 47 6 0 18 Feb 2024
scInterpreter: Training Large Language Models to Interpret scRNA-seq Data for Cell Type Annotation Cong Li Meng Xiao Meng Xiao Guihai Feng Xin Li Yuanchun Zhou MILM 9 3 0 18 Feb 2024
In-Context Example Ordering Guided by Label Distributions Zhichao Xu Daniel Cohen Bei Wang Vivek Srikumar 44 7 0 18 Feb 2024
Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation Siyuan Wang Zhuohan Long Zhihao Fan Zhongyu Wei Xuanjing Huang LLMAG 26 28 0 18 Feb 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 23 8 0 18 Feb 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning Long Qian Juncheng Billy Li Yu-hao Wu Yaobo Ye Hao Fei Tat-Seng Chua Yueting Zhuang Siliang Tang MLLM LRM 65 47 0 18 Feb 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models Yifan Yang Jiajun Zhou Ngai Wong Zheng Zhang 31 7 0 18 Feb 2024
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning Yiyang Zhou Chenhang Cui Rafael Rafailov Chelsea Finn Huaxiu Yao VLM MLLM 43 91 0 18 Feb 2024
Verifiably Following Complex Robot Instructions with Foundation Models Benedict Quartey Eric Rosen Stefanie Tellex George Konidaris LM&Ro 52 11 0 18 Feb 2024
Offline Training of Language Model Agents with Functions as Learnable Weights Shaokun Zhang Jieyu Zhang Jiale Liu Linxin Song Chi Wang Ranjay Krishna Qingyun Wu LLMAG LM&Ro AIFin 43 12 0 17 Feb 2024
Understanding the Impact of Long-Term Memory on Self-Disclosure with Large Language Model-Driven Chatbots for Public Health Intervention Eunkyung Jo Yuin Jeong SoHyun Park Daniel A. Epstein Young-Ho Kim AI4MH 28 23 0 17 Feb 2024
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models Zhenghang Yuan Zhitong Xiong Lichao Mou Xiao Xiang Zhu 41 8 0 17 Feb 2024
OneBit: Towards Extremely Low-bit Large Language Models Yuzhuang Xu Xu Han Zonghan Yang Shuo Wang Qingfu Zhu Zhiyuan Liu Weidong Liu Wanxiang Che MQ 53 39 0 17 Feb 2024
Can Large Multimodal Models Uncover Deep Semantics Behind Images? Yixin Yang Zheng Li Qingxiu Dong Heming Xia Zhifang Sui VLM 40 10 0 17 Feb 2024