Papers citing "Language Models are Few-Shot Learners"

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Title
Zero-shot forecasting of chaotic systems Yuanzhao Zhang William Gilpin AI4TS 228 8 0 24 Sep 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information Zheng Hui Zhaoxiao Guo Hang Zhao Juanyong Duan Congrui Huang 97 7 0 23 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 152 15 0 23 Sep 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 117 4 0 23 Sep 2024
ChatGPT as a Solver and Grader of Programming Exams written in Spanish Pablo Fernández-Saborido Marcos Fernández-Pichel David E. Losada ELM 76 0 0 23 Sep 2024
COHERENT: Collaboration of Heterogeneous Multi-Robot System with Large Language Models Kehui Liu Zixin Tang Dong Wang Ziyi Wang Bin Zhao Bin Zhao 96 14 0 23 Sep 2024
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method Weichao Zhang Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 80 16 0 23 Sep 2024
PROMPTFUZZ: Harnessing Fuzzing Techniques for Robust Testing of Prompt Injection in LLMs Jiahao Yu Yangguang Shao Hanwen Miao Junzheng Shi SILM AAML 126 10 0 23 Sep 2024
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits Tuhin Chakrabarty Philippe Laban Chien-Sheng Wu 75 13 0 22 Sep 2024
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai-Nguyen Nguyen Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 88 0 0 21 Sep 2024
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images Nanqing Liu Xun Xu Yongyi Su Haojie Zhang Heng-Chao Li VLM 99 15 0 20 Sep 2024
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency Kangsheng Wang Xiao Zhang Zizheng Guo Tianyu Hu Huimin Ma LRM 110 7 0 20 Sep 2024
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition Stephen Zhang Vardan Papyan VLM 138 3 0 20 Sep 2024
Time Awareness in Large Language Models: Benchmarking Fact Recall Across Time David Herel Vojtech Bartek Jiri Jirak Tomas Mikolov 92 3 0 20 Sep 2024
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination Eva Sánchez Salido Roser Morante Julio Gonzalo Guillermo Marco Jorge Carrillo-de-Albornoz ... Enrique Amigó Andrés Fernández Alejandro Benito-Santos Adrián Ghajari Espinosa Victor Fresno ELM 85 0 0 19 Sep 2024
Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models Alexius Wadell Anoushka Bhutani Venkatasubramanian Viswanathan 436 1 0 19 Sep 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 119 1 0 18 Sep 2024
Bootstrapping Object-level Planning with Large Language Models D. Paulius Alejandro Agostini Benedict Quartey George Konidaris LM&Ro 137 2 0 18 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 200 130 0 18 Sep 2024
Prompt Obfuscation for Large Language Models David Pape Thorsten Eisenhofer Thorsten Eisenhofer Lea Schönherr AAML 136 4 0 17 Sep 2024
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 109 12 0 17 Sep 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 155 7 0 17 Sep 2024
Chain-of-Thought Prompting for Speech Translation Ke Hu Zhehuai Chen Chao-Han Huck Yang Piotr Żelasko Oleksii Hrinchuk Vitaly Lavrukhin Jagadeesh Balam Boris Ginsburg LRM 143 9 0 17 Sep 2024
On the Diagram of Thought Yifan Zhang Yang Yuan Andrew Chi-Chih Yao 3DV LRM AI4CE 73 11 0 16 Sep 2024
Leveraging Open-Source Large Language Models for Native Language Identification Yee Man Ng Ilia Markov 77 2 0 15 Sep 2024
Causal Inference with Large Language Model: A Survey Jing Ma CML LRM 234 9 0 15 Sep 2024
ExploreSelf: Fostering User-driven Exploration and Reflection on Personal Challenges with Adaptive Guidance by Large Language Models Inhwa Song SoHyun Park Sachin R. Pendse J. Schleider Munmun De Choudhury Young-Ho Kim 117 0 0 15 Sep 2024
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs Mengmeng Ren Li Qiao Long Yang Zhen Gao Jian Chen Mahdi Boloursaz Mashhadi Pei Xiao Rahim Tafazolli Mehdi Bennis VLM 132 5 0 15 Sep 2024
Language Models "Grok" to Copy Ang Lv Ruobing Xie Xingwu Sun Zhanhui Kang Rui Yan LLMAG 134 0 0 14 Sep 2024
Your Weak LLM is Secretly a Strong Teacher for Alignment Leitian Tao Yixuan Li 123 9 0 13 Sep 2024
AnyBipe: An End-to-End Framework for Training and Deploying Bipedal Robots Guided by Large Language Models Yifei Yao Wentao He Chenyu Gu Jiaheng Du Fuwei Tan Zhen Zhu Junguo Lu OffRL 93 2 0 13 Sep 2024
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data Atilla Akkus Mingjie Li Junjie Chu Junjie Chu Michael Backes Sinem Sav Sinem Sav SILM SyDa 111 4 0 12 Sep 2024
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization Gentiana Rashiti G. Karunaratne Mrinmaya Sachan Abu Sebastian Abbas Rahimi RALM 212 0 0 12 Sep 2024
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review Neha Prakriya Jui-Nan Yen Cho-Jui Hsieh Jason Cong KELM AI4CE LRM 78 1 0 10 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 185 32 0 10 Sep 2024
Improving Pretraining Data Using Perplexity Correlations Tristan Thrush Christopher Potts Tatsunori Hashimoto 86 22 0 09 Sep 2024
Seek and Solve Reasoning for Table Question Answering Ruya Jiang Chun Wang Weihong Deng LMTD ReLM LRM 94 3 0 09 Sep 2024
Identity-related Speech Suppression in Generative AI Content Moderation Oghenefejiro Isaacs Anigboro Charlie M. Crawford Danaë Metaxa Sorelle A. Friedler Sorelle A. Friedler 96 0 0 09 Sep 2024
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors Md Ferdous Alam Faez Ahmed DiffM 94 8 0 08 Sep 2024
Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering Jan Hofmann Cornelia Sindermann Roman Klinger 112 0 0 06 Sep 2024
FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications Hao-Han Guo Kun Liu Fei-Yu Shen Yi-Chen Wu Xu Tang Kun Xie Kai-Tuo Xu Kun Xie Kai-Tuo Xu 88 27 0 05 Sep 2024
Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding Yunze Man Shuhong Zheng Zhipeng Bao M. Hebert Liang-Yan Gui Yu-Xiong Wang 119 23 0 05 Sep 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering Yeonjun In Sungchul Kim Ryan Rossi Md Mehrab Tanjim Tong Yu Ritwik Sinha Chanyoung Park 74 3 0 04 Sep 2024
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model Junjie Li Yang Liu Weiqing Liu Shikai Fang Lewen Wang Chang Xu Jiang Bian VGen 100 4 0 04 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 131 0 0 03 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 107 3 0 03 Sep 2024
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning Wei Chen Zhen Huang Liang Xie Binbin Lin Houqiang Li ... Deng Cai Yonggang Zhang Wenxiao Wang Xu Shen Jieping Ye 108 10 0 03 Sep 2024
Training on the Benchmark Is Not All You Need Shiwen Ni Xiangtao Kong Chengming Li Xiping Hu Ruifeng Xu Jia Zhu Min Yang 104 6 0 03 Sep 2024
Self-evolving Agents with reflective and memory-augmented abilities Xuechen Liang Yangfan He Yinghui Xia Xinyuan Song Jianhui Wang ... Keqin Li Jiaqi Chen Jinsong Yang Siyuan Chen Tianyu Shi LLMAG KELM CLL 103 4 0 01 Sep 2024
CLOCR-C: Context Leveraging OCR Correction with Pre-trained Language Models Jonathan Bourne 110 4 0 30 Aug 2024