Large Language Models are Zero-Shot Reasoners

24 May 2022

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

50 / 308 papers shown

Title
On the Diagram of Thought Yifan Zhang Yang Yuan Andrew Chi-Chih Yao 3DV LRM AI4CE 62 10 0 16 Sep 2024
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework Jiahao Yuan Zixiang Di Zhiqing Cui Guisong Yang Usman Naseem 104 0 0 16 Sep 2024
Causal Inference with Large Language Model: A Survey Jing Ma CML LRM 184 8 0 15 Sep 2024
StressPrompt: Does Stress Impact Large Language Models and Human Performance Similarly? Guobin Shen Dongcheng Zhao Aorigele Bao Xiang He Yiting Dong Yi Zeng 49 1 0 14 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 59 2 0 13 Sep 2024
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models Zhenyu Yin Shang Liu Guangyuan Xu 57 0 0 11 Sep 2024
Self-Harmonized Chain of Thought Ziqi Jin Wei Lu LRM 56 2 0 06 Sep 2024
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 62 4 0 30 Aug 2024
Can Unconfident LLM Annotations Be Used for Confident Conclusions? Kristina Gligorić Tijana Zrnic Cinoo Lee Emmanuel J. Candès Dan Jurafsky 98 8 0 27 Aug 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 76 9 0 26 Aug 2024
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning Xinglin Wang Shaoxiong Feng Yiwei Li Peiwen Yuan Y. Zhang Boyuan Pan Heda Wang Yao Hu Kan Li LRM 77 24 0 24 Aug 2024
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind Haojun Shi Suyu Ye Xinyu Fang Chuanyang Jin Leyla Isik Yen-Ling Kuo Tianmin Shu LLMAG 88 13 0 22 Aug 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 85 6 0 21 Aug 2024
CogLM: Tracking Cognitive Development of Large Language Models Xinglin Wang Peiwen Yuan Shaoxiong Feng Yiwei Li Boyuan Pan Heda Wang Yao Hu Kan Li ELM 76 0 0 17 Aug 2024
A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models Geonhee Kim Marco Valentino André Freitas LRM AI4CE 66 9 0 16 Aug 2024
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 60 2 0 16 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 100 15 0 16 Aug 2024
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 66 8 0 16 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavaš Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 119 1 0 14 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 115 25 0 04 Aug 2024
Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment Sangwon Yu Jongyoon Song Bongkyu Hwang Hoyoung Kang Sooah Cho Junhwa Choi Seongho Joe Taehee Lee Youngjune Gwon Sungroh Yoon 145 5 0 31 Jul 2024
LLMmap: Fingerprinting For Large Language Models Dario Pasquini Evgenios M. Kornaropoulos G. Ateniese 86 6 0 22 Jul 2024
People use fast, goal-directed simulation to reason about novel games Cedegao E. Zhang Katherine M. Collins L. Wong Adrian Weller Adrian Weller Joshua B. Tenenbaum LRM 48 1 0 19 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 68 2 0 17 Jul 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 64 1 0 16 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 78 1 0 15 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 104 39 0 11 Jul 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 104 2 0 10 Jul 2024
STORYSUMM: Evaluating Faithfulness in Story Summarization Melanie Subbiah Faisal Ladhak Akankshya Mishra Griffin Adams Lydia B. Chilton Kathleen McKeown 74 4 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 105 10 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 78 1 0 08 Jul 2024
Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks Yue Zhou Henry Peng Zou Barbara Di Eugenio Yang Zhang LRM HILM 59 3 0 01 Jul 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 68 8 0 27 Jun 2024
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 77 2 0 24 Jun 2024
PORT: Preference Optimization on Reasoning Traces Salem Lahlou Abdalgader Abubaker Hakim Hacid LRM 72 5 0 23 Jun 2024
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference Anton Xue Avishree Khare Rajeev Alur Surbhi Goel Eric Wong 90 2 0 21 Jun 2024
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning Franz Nowak Anej Svete Alexandra Butoi Ryan Cotterell ReLM LRM 62 15 0 20 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 70 33 0 20 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 86 3 0 17 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 63 12 0 10 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 85 30 0 04 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 68 0 0 04 Jun 2024
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics Niki van Stein Thomas Bäck 49 16 0 30 May 2024
Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization Yuchi Liu Jaskirat Singh Gaowen Liu Ali Payani Liang Zheng LLMAG 89 5 0 30 May 2024
Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization Dixuan Wang Yanda Li Junyuan Jiang Zepeng Ding Ziqin Luo Guochao Jiang Jiaqing Liang Deqing Yang 60 13 0 27 May 2024
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models Zejun Li Ruipu Luo Jiwen Zhang Minghui Qiu Zhongyu Wei Zhongyu Wei LRM MLLM 106 14 0 27 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 79 13 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 192 49 0 23 May 2024
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 102 10 0 22 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 106 47 0 13 May 2024