Papers citing "Language Models are Few-Shot Learners"

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Title
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 125 9 0 05 Aug 2024
VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments Daeun Song Jing Liang Xuesu Xiao Dinesh Manocha 92 5 0 05 Aug 2024
Spin glass model of in-context learning Yuhao Li Ruoran Bai Haiping Huang LRM 123 0 0 05 Aug 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Yining Qi Zhicheng Chen Peilin Zhao VLM MLLM 154 31 0 04 Aug 2024
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs Leo Micklem Yan-Bin Shen Wenjing Luo Yan Zhang Hao Liang ... Weipeng Chen Bin Cui Blair Thornton Wentao Zhang Guosheng Dong ELM 120 21 0 02 Aug 2024
A new approach for encoding code and assisting code understanding Mengdan Fan Changde Du Haiyan Zhao Zhi Jin 130 0 0 01 Aug 2024
ThinK: Thinner Key Cache by Query-Driven Pruning Yuhui Xu Zhanming Jie Hanze Dong Lei Wang Xudong Lu Aojun Zhou Amrita Saha Caiming Xiong Doyen Sahoo 146 22 0 30 Jul 2024
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models Somshubra Majumdar Vahid Noroozi Mehrzad Samadi Sean Narenthiran Aleksander Ficek Wasi Uddin Ahmad Jocelyn Huang Jagadeesh Balam Boris Ginsburg SyDa 109 3 0 29 Jul 2024
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity Kanghyun Choi Hyeyoon Lee Dain Kwon Sunjong Park Kyuyeun Kim Noseong Park Jinho Lee Jinho Lee MQ 104 2 0 29 Jul 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 83 0 0 28 Jul 2024
Parameter-Efficient Fine-Tuning via Circular Convolution Aochuan Chen Jiashun Cheng Zijing Liu Ziqi Gao Fugee Tsung Yu-Feng Li Jia Li 120 2 0 27 Jul 2024
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs Emilio Colombo Fabio Mercorio Mario Mezzanzanica Antonio Serino 145 2 0 27 Jul 2024
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang Jian Liang Ran He Zilei Wang Tieniu Tan 144 27 0 25 Jul 2024
Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models Haoyu Tang Ye Liu Xukai Liu Xukai Liu Yanghai Zhang Kai Zhang Xiaofang Zhou Enhong Chen MU 110 3 0 25 Jul 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 105 2 0 24 Jul 2024
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning Yeongbin Seo Dongha Lee Jinyoung Yeo CLL KELM 134 2 0 24 Jul 2024
dMel: Speech Tokenization made Simple Richard He Bai Tatiana Likhomanenko Ruixiang Zhang Zijin Gu Zakaria Aldeneh Navdeep Jaitly 87 6 0 22 Jul 2024
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models Amir Mohammad Karimi Mamaghan Samuele Papa Karl Henrik Johansson Stefan Bauer Andrea Dittadi OCL 132 9 0 22 Jul 2024
Evaluating the Reliability of Self-Explanations in Large Language Models Korbinian Randl John Pavlopoulos Aron Henriksson Tony Lindgren LRM 104 1 0 19 Jul 2024
Unipa-GPT: Large Language Models for university-oriented QA in Italian Irene Siragusa Roberto Pirrone 90 1 0 19 Jul 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 103 3 0 19 Jul 2024
PersLLM: A Personified Training Approach for Large Language Models Zheni Zeng Jiayi Chen Haotian Chen Yukun Yan Yuxuan Chen Zhenghao Liu Zhiyuan Liu Maosong Sun LLMAG 90 2 0 17 Jul 2024
ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data Yufan Shen Chuwei Luo Zhaoqing Zhu Yang Chen Qi Zheng Zhi Yu Jiajun Bu Cong Yao 102 2 0 17 Jul 2024
R+X: Retrieval and Execution from Everyday Human Videos Georgios Papagiannis Norman Di Palo Pietro Vitiello Edward Johns 127 17 0 17 Jul 2024
Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection Ye Jiang Yimin Wang MLLM 110 1 0 16 Jul 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 99 3 0 15 Jul 2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding Mang Ning A. A. Salah Itir Onal Ertugrul CVBM 132 4 0 15 Jul 2024
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs Quang H. Nguyen Duy C. Hoang Juliette Decugis Saurav Manchanda Nitesh Chawla Khoa D. Doan Khoa D. Doan 205 11 0 15 Jul 2024
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models Pranshu Pandya Agney S Talwarr Vatsal Gupta Tushar Kataria Dan Roth Vivek Gupta LRM 96 2 0 15 Jul 2024
Lean-STaR: Learning to Interleave Thinking and Proving Haohan Lin Zhiqing Sun Yiming Yang Sean Welleck ReLM LRM 137 29 0 14 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 93 3 0 12 Jul 2024
Show, Don't Tell: Evaluating Large Language Models Beyond Textual Understanding with ChildPlay Gonçalo Hora de Carvalho Oscar Knap R. Pollice ReLM ELM LRM 71 1 0 12 Jul 2024
RoboMorph: Evolving Robot Morphology using Large Language Models Kevin Qiu Krzysztof Ciebiera Krzysztof Ciebiera Marek Cygan Marek Cygan Łukasz Kuciński LM&Ro 124 1 0 11 Jul 2024
Autoregressive Speech Synthesis without Vector Quantization Lingwei Meng Long Zhou Shujie Liu Sanyuan Chen Bing Han ... Jinyu Li Sheng Zhao Xixin Wu Helen M. Meng Furu Wei 131 42 0 11 Jul 2024
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing Huanqian Wang Yang Yue Rui Lu Jingxin Shi Andrew Zhao Shenzhi Wang Shiji Song Gao Huang LM&Ro KELM 114 0 0 11 Jul 2024
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation Riccardo Cantini Giada Cosenza A. Orsino Domenico Talia AAML 95 7 0 11 Jul 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 117 46 0 11 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 131 9 1 10 Jul 2024
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators Wentao Zhang Junliang Guo Tianyu He Li Zhao Linli Xu Jiang Bian 100 4 0 10 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 128 2 0 10 Jul 2024
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons Yongqi Leng Deyi Xiong 91 8 0 09 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 119 55 0 09 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 131 12 0 09 Jul 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Carla P. Gomes Wen Sun Kilian Q. Weinberger 114 2 0 08 Jul 2024
OneDiff: A Generalist Model for Image Difference Captioning Erdong Hu Longteng Guo Tongtian Yue Zijia Zhao Shuning Xue Jing Liu VLM 78 2 0 08 Jul 2024
Engineering morphogenesis of cell clusters with differentiable programming Ramya Deshpande Francesco Mottes Ariana-Dalia Vlad Michael P. Brenner Alma dal Co AI4CE 54 1 0 08 Jul 2024
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty Maor Ivgi Ori Yoran Jonathan Berant Mor Geva HILM 106 8 0 08 Jul 2024
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking Xingrun Xing Boyan Gao Zheng Zhang David A. Clifton Shitao Xiao Li Du Guoqi Li Jiajun Zhang 106 5 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 77 1 0 04 Jul 2024
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets Ahmed Frikha Nassim Walha Ricardo Mendes Krishna Kanth Nakka Xue Jiang Xuebing Zhou 104 3 0 03 Jul 2024