Papers citing "Language Models are Few-Shot Learners"

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Title
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities Zhonghao Li Xuming Hu Aiwei Liu Kening Zheng Shijie Huang Hui Xiong RALM 162 8 0 17 Jun 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi Bangcheng Yang Kailin Jiang Xiaobo Wang Jiaqi Li Yifan Zhong Yaodong Yang Zilong Zheng KELM 153 10 0 17 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Di Lin Dacheng Tao Liangpei Zhang 127 27 0 17 Jun 2024
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection Sungwon Park Sungwon Han Xing Xie Jae-Gil Lee Meeyoung Cha 100 1 0 17 Jun 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 109 4 0 17 Jun 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models Shuo Yang Chenchen Yuan Yao Rong Felix Steinbauer Gjergji Kasneci 64 1 0 17 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 87 6 0 16 Jun 2024
UniZero: Generalized and Efficient Planning with Scalable Latent World Models Yuan Pu Yazhe Niu Jiyuan Ren Zhenjie Yang Hongsheng Li Yu Liu OffRL 196 2 0 15 Jun 2024
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning Wenjun Li Changyu Chen Pradeep Varakantham 180 2 0 15 Jun 2024
BlockPruner: Fine-grained Pruning for Large Language Models Longguang Zhong Fanqi Wan Ruijun Chen Xiaojun Quan Liangzhi Li 57 10 0 15 Jun 2024
DAG-Plan: Generating Directed Acyclic Dependency Graphs for Dual-Arm Cooperative Planning Zeyu Gao Yao Mu Jinye Qu Mengkang Hu Lingyue Guo Ping Luo Yanfeng Lu Ping Luo Shanghang Zhang Yanfeng Lu 115 10 0 14 Jun 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray Buntine Lan Du ALM ELM 139 2 0 13 Jun 2024
Optimizing Large Model Training through Overlapped Activation Recomputation Ping Chen Wenjie Zhang Shuibing He Yingjie Gu Zhuwei Peng ... Yi Zheng Zhefeng Wang Yanlong Yin Gang Chen Gang Chen 95 6 0 13 Jun 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 121 23 0 13 Jun 2024
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus Matthieu Futeral A. Zebaze Pedro Ortiz Suarez Julien Abadji Rémi Lacroix Cordelia Schmid Rachel Bawden Benoît Sagot 138 3 0 13 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 147 74 0 12 Jun 2024
We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs Joseph Spracklen Raveen Wijewickrama A. H. M. N. Sakib Anindya Maiti Murtuza Jadliwala Murtuza Jadliwala 115 13 0 12 Jun 2024
OLMES: A Standard for Language Model Evaluations Yuling Gu Oyvind Tafjord Bailey Kuehl Dany Haddad Jesse Dodge Hannaneh Hajishirzi ELM 90 20 0 12 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 168 76 0 11 Jun 2024
AI Sandbagging: Language Models can Strategically Underperform on Evaluations Teun van der Weij Felix Hofstätter Ollie Jaffe Samuel F. Brown Francis Rhys Ward ELM 78 30 0 11 Jun 2024
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees Sijia Chen Yibo Wang Yi-Feng Wu Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang Lijun Zhang LLMAG LRM 103 17 0 11 Jun 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Liliang Ren Yang Liu Yadong Lu Yelong Shen Chen Liang Weizhu Chen Mamba 154 69 0 11 Jun 2024
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models Xi Li Ruofan Mao Yusen Zhang Renze Lou Chen Wu Jiaqi Wang LRM AAML 72 14 0 10 Jun 2024
MolX: Enhancing Large Language Models for Molecular Learning with A Multi-Modal Extension Khiem Le Zhichun Guo Kaiwen Dong Xiaobao Huang B. Nan Roshni G. Iyer Xiangliang Zhang Olaf Wiest Wei Wang Nitesh Chawla 89 0 0 10 Jun 2024
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative Asmar Nadeem Faegheh Sardari R. Dawes Syed Sameed Husain Adrian Hilton Armin Mustafa 92 4 0 10 Jun 2024
Evaluating Zero-Shot Long-Context LLM Compression Chenyu Wang Yihan Wang Kai Li 88 0 0 10 Jun 2024
F-LMM: Grounding Frozen Large Multimodal Models Size Wu Sheng Jin Wenwei Zhang Lumin Xu Wentao Liu Wei Li Chen Change Loy MLLM 135 15 0 09 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 177 44 0 09 Jun 2024
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL Qi Lv Xiang Deng Gongwei Chen Michael Yu Wang Liqiang Nie 145 8 0 08 Jun 2024
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner Xunguang Wang Daoyuan Wu Zhenlan Ji Zongjie Li Pingchuan Ma Shuai Wang Yingjiu Li Yang Liu Ning Liu Juergen Rahmel AAML 152 14 0 08 Jun 2024
LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering Harry Li G. Appleby Ashley Suh 77 2 0 07 Jun 2024
Are We Done with MMLU? Aryo Pradipta Gema Joshua Ong Jun Leang Giwon Hong Alessio Devoto Alberto Carlo Maria Mancino ... R. McHardy Joshua Harris Jean Kaddour Emile van Krieken Pasquale Minervini ELM 121 44 0 06 Jun 2024
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human Shuo Huang William MacLean Xiaoxi Kang Qiongkai Xu Zhuang Li Xingliang Yuan Zhuang Li Lizhen Qu 95 0 0 06 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 132 6 0 06 Jun 2024
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data Jingyang Ou Shen Nie Kaiwen Xue Fengqi Zhu Jiacheng Sun Zhenguo Li Chongxuan Li DiffM 117 54 0 06 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 149 10 0 05 Jun 2024
Feature contamination: Neural networks learn uncorrelated features and fail to generalize Tianren Zhang Chujie Zhao Guanyu Chen Yizhou Jiang Feng Chen OOD MLT OODD 164 6 0 05 Jun 2024
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models Jiexin Wang Adam Jatowt Yi Cai AI4CE 65 1 0 04 Jun 2024
Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models Marianna Nezhurina Lucia Cipolina-Kun Mehdi Cherti J. Jitsev LLMAG LRM ELM ReLM 130 35 0 04 Jun 2024
Parrot: Multilingual Visual Instruction Tuning Hai-Long Sun Da-Wei Zhou Yangfu Li Shiyin Lu Chao Yi ... Zhao Xu Weihua Luo Kaifu Zhang De-Chuan Zhan Han-Jia Ye MLLM 106 12 0 04 Jun 2024
HoneyGPT: Breaking the Trilemma in Terminal Honeypots with Large Language Model Ziyang Wang Jianzhou You Haining Wang Tianwei Yuan Shichao Lv Yang Wang Limin Sun 81 2 0 04 Jun 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset Weiqi Wang Yangqiu Song LRM 118 10 0 04 Jun 2024
Self-Improving Robust Preference Optimization Eugene Choi Arash Ahmadian Matthieu Geist Oilvier Pietquin M. G. Azar 81 9 0 03 Jun 2024
Predicting drug-gene relations via analogy tasks with word embeddings Hiroaki Yamagiwa Ryoma Hashimoto Kiwamu Arakane Ken Murakami Shou Soeda Momose Oyama Yihua Zhu Mariko Okada Hidetoshi Shimodaira 164 0 0 03 Jun 2024
Deciphering Oracle Bone Language with Diffusion Models Haisu Guan Huanxin Yang Xinyu Wang Shengwei Han Yongge Liu Lianwen Jin Xiang Bai Yunxing Liu AAML AI4CE 129 8 0 02 Jun 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos Hyunseung Kim ByungKun Lee Hojoon Lee Dongyoon Hwang Donghu Kim Jaegul Choo 131 1 0 01 Jun 2024
Effective Interplay between Sparsity and Quantization: From Theory to Practice Simla Burcu Harma Ayan Chakraborty Elizaveta Kostenok Danila Mishin Dongho Ha ... Martin Jaggi Ming Liu Yunho Oh Suvinay Subramanian Amir Yazdanbakhsh MQ 83 10 0 31 May 2024
LCQ: Low-Rank Codebook based Quantization for Large Language Models Wen-Pu Cai Wu-Jun Li Wu-Jun Li MQ 92 0 0 31 May 2024
Generative AI Voting: Fair Collective Choice is Resilient to LLM Biases and Inconsistencies Srijoni Majumdar Edith Elkind Evangelos Pournaras SyDa 74 2 0 31 May 2024
Locking Machine Learning Models into Hardware Eleanor Clifford Adhithya Saravanan Harry Langford Cheng Zhang Yiren Zhao Robert D. Mullins Ilia Shumailov Jamie Hayes 86 0 0 31 May 2024