Large Language Models are Zero-Shot Reasoners

24 May 2022

Papers citing "Large Language Models are Zero-Shot Reasoners"

50 / 308 papers shown

Title
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering Yumeng Wang Zhiyuan Fan Q. Wang May Fung Heng Ji 116 3 0 30 Jan 2025
Irony Detection, Reasoning and Understanding in Zero-shot Learning Peiling Yi Yuhan Xia 91 0 0 28 Jan 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers Xinyu Tang Xiaolei Wang Wayne Xin Zhao Siyuan Lu Yaliang Li Ji-Rong Wen LRM 74 17 0 28 Jan 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 81 72 0 28 Jan 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy Tunazzina Islam Dan Goldwasser 127 3 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 159 166 0 28 Jan 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 61 26 0 28 Jan 2025
Towards Explainable Multimodal Depression Recognition for Clinical Interviews Wenjie Zheng Qiming Xie Zengzhi Wang Jianfei Yu Rui Xia 75 0 0 28 Jan 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Shahin Honarvar Mark van der Wilk Alastair Donaldson 140 8 0 28 Jan 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning Yanfang Zhang Yiliu Sun Yibing Zhan Dapeng Tao Dacheng Tao Chen Gong LRM AI4CE LLMAG 116 2 0 28 Jan 2025
360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation Hamed Firooz Maziar Sanjabi Adrian Englhardt Aman Gupta Ben Levine ... Xiaoling Zhai Ya Xu Yu Wang Yun Dai Yun Dai ALM 85 4 0 27 Jan 2025
Option-ID Based Elimination For Multiple Choice Questions Zhenhao Zhu Bulou Liu Qingyao Ai Yang Liu 69 0 0 25 Jan 2025
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators Yinhong Liu Han Zhou Zhijiang Guo Ehsan Shareghi Ivan Vulić Anna Korhonen Nigel Collier ALM 162 77 0 20 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 113 0 0 17 Jan 2025
DriveLM: Driving with Graph Visual Question Answering Chonghao Sima Katrin Renz Kashyap Chitta Lawrence Yunliang Chen Hanxue Zhang Chengen Xie Jens Beißwenger Ping Luo Andreas Geiger Hongyang Li 157 187 0 17 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 133 17 0 17 Jan 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning Muhammad Awais Ali Husain Salem Abdulla Alharthi Amandeep Kumar Hisham Cholakkal Rao Muhammad Anwer VLM 70 4 0 10 Jan 2025
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs Tongshuang Wu Haiyi Zhu Maya Albayrak Alexis Axon Amanda Bertsch ... Ying-Jui Tseng Patricia Vaidos Zhijin Wu Wei Wu Chenyang Yang 104 34 0 10 Jan 2025
BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning Beichen Zhang Yuhong Liu Xiaoyi Dong Yuhang Zang Pan Zhang Haodong Duan Yuhang Cao Dahua Lin Jinqiao Wang LRM ReLM 88 3 0 06 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 146 14 0 03 Jan 2025
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 77 2 0 03 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 115 14 0 03 Jan 2025
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents Mingyu Jin Beichen Wang Zhaoqian Xue Suiyuan Zhu Wenyue Hua Hua Tang Kai Mei Jundong Li Yongfeng Zhang LM&Ro LLMAG 93 11 0 03 Jan 2025
Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 104 1 0 03 Jan 2025
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 123 48 0 31 Dec 2024
Nash CoT: Multi-Path Inference with Preference Equilibrium Ziqi Zhang Cunxiang Wang Xiong Xiao Yue Zhang Donglin Wang LRM 61 1 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 87 24 0 31 Dec 2024
Out-of-distribution generalization via composition: a lens through induction heads in Transformers Jiajun Song Zhuoyan Xu Yiqiao Zhong 112 9 0 31 Dec 2024
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu LMTD 64 0 0 30 Dec 2024
VidCtx: Context-aware Video Question Answering with Image Models Andreas Goulas Vasileios Mezaris Ioannis Patras 388 0 0 23 Dec 2024
Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs Lynn Greschner Roman Klinger 130 2 0 20 Dec 2024
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models Zihui Cheng Qiguang Chen Jin Zhang Hao Fei Xiaocheng Feng Wanxiang Che Min Li L. Qin VLM MLLM LRM 119 7 0 17 Dec 2024
ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models Yuxi Sun Wei Gao Jing Ma Hongzhan Lin Ziyang Luo Wenxuan Zhang ELM 122 0 0 17 Dec 2024
Codenames as a Benchmark for Large Language Models Matthew Stephenson Matthew Sidji Benoît Ronval LLMAG LRM ELM 155 1 0 16 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model Kunyang Han Yibo Hu Mengxue Qu Hailin Shi Yao Zhao Y. X. Wei MLLM VLM 3DV 128 1 0 29 Nov 2024
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning Di Zhang Jingdi Lei Junxian Li Xunzhi Wang Yong Liu ... Steve Yang Jianbo Wu Peng Ye Wanli Ouyang Dongzhan Zhou OffRL LRM 131 7 0 27 Nov 2024
ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics Letian Chen Nina Moorman Matthew C. Gombolay OffRL LM&Ro 125 0 0 27 Nov 2024
CATP-LLM: Empowering Large Language Models for Cost-Aware Tool Planning Duo Wu Jiangming Wang Yuan Meng Yanning Zhang Le Sun Zhi Wang 402 0 0 25 Nov 2024
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 131 2 0 25 Nov 2024
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 209 1 0 23 Nov 2024
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Elita Lobo Chirag Agarwal Himabindu Lakkaraju LRM 122 8 0 22 Nov 2024
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang Nir Lipovetzky Krista A. Ehinger 127 4 0 21 Nov 2024
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts Bo Yang Qingping Yang Runtao Liu Runtao Liu LRM ReLM ELM AIMat 99 1 0 11 Nov 2024
Quasi-random Multi-Sample Inference for Large Language Models Aditya Parashar Aditya Vikram Singh Avinash Amballa Jinlin Lai Benjamin Rozonoyer LRM 75 0 0 09 Nov 2024
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization Haoxin Liu Chenghao Liu B. Prakash AI4TS LRM 105 7 0 09 Nov 2024
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu Pan Zhou Yingjun Du Ah-Hwee Tan Cees G. M. Snoek Jan-Jakob Sonke E. Gavves LLMAG 63 2 0 07 Nov 2024
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 86 1 0 03 Nov 2024
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing Jiaru Zou Qing Wang Pratyush Thakur Nickvash Kani LRM 110 2 0 01 Nov 2024
Defense Against Prompt Injection Attack by Leveraging Attack Techniques Yulin Chen Haoran Li Zihao Zheng Yangqiu Song Dekai Wu Bryan Hooi SILM AAML 73 5 0 01 Nov 2024
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models Tanmay Parekh Pradyot Prakash Alexander Radovic Akshay Shekher Denis Savenkov LRM 272 2 0 30 Oct 2024