Large Language Models are Zero-Shot Reasoners

24 May 2022

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

50 / 308 papers shown

Title
Efficient Reasoning via Chain of Unconscious Thought Ruihan Gong Yue Liu Wenjie Qu Mingzhe Du Yufei He ... Xinfeng Li Ruidong Wang Xinzhong Zhu Bryan Hooi Jiaheng Zhang OffRL LRM 115 0 0 26 May 2025
Self-Training Large Language Models with Confident Reasoning Hyosoon Jang Yunhui Jang Sungjae Lee Jungseul Ok SungSoo Ahn ReLM LRM 44 0 0 23 May 2025
Training with Pseudo-Code for Instruction Following Praveen Venkateswaran Rudra Murthy Riyaz Ahmad Bhat Danish Contractor ALM LRM 45 0 0 23 May 2025
SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models Xiang Liu Zhaoxiang Liu Peng Wang Kohou Wang Huan Hu Kai Wang Shiguo Lian 101 0 0 23 May 2025
Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking? Chengda Lu Xiaoyu Fan Yu Huang Rongwu Xu Jijie Li Wei Xu LRM 24 0 0 23 May 2025
Distilling LLM Agent into Small Models with Retrieval and Code Tools Minki Kang Jongwon Jeong Seanie Lee Jaewoong Cho Sung Ju Hwang LRM 124 1 0 23 May 2025
LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Junlong Tong Jinlan Fu Zixuan Lin Yingqi Fan Anhao Zhao Hui Su Xiaoyu Shen 49 0 0 22 May 2025
ToolSpectrum : Towards Personalized Tool Utilization for Large Language Models Zihao Cheng Hongru Wang Zeming Liu Yuhang Guo Yuanfang Guo Yunhong Wang Haifeng Wang 49 0 0 19 May 2025
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic Yufei Xiang Yiqun Shen Yeqin Zhang Cam-Tu Nguyen OffRL LLMAG KELM LRM 121 2 0 17 May 2025
Social preferences with unstable interactive reasoning: Large language models in economic trust games Ou Jiamin Eikmans Emile Buskens Vincent Pankowska Paulina Shan Yuli ReLM LRM 32 0 0 16 May 2025
An agentic system with reinforcement-learned subsystem improvements for parsing form-like documents Ayesha Amjad Saurav Sthapit Tahir Qasim Syed 43 0 0 16 May 2025
PeerGuard: Defending Multi-Agent Systems Against Backdoor Attacks Through Mutual Reasoning Falong Fan Xi Li LLMAG AAML 53 0 0 16 May 2025
Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model Xinyue Lou You Li Jinan Xu Xiangyu Shi Chong Chen Kaiyu Huang LRM 60 0 0 10 May 2025
Prompt Engineering: How Prompt Vocabulary affects Domain Knowledge Dimitri Schreiter 50 0 0 10 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 244 0 0 05 May 2025
ReLI: A Language-Agnostic Approach to Human-Robot Interaction Linus Nwankwo Bjoern Ellensohn Ozan Özdenizci Elmar Rueckert LM&Ro 127 0 0 03 May 2025
How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias Ruiquan Huang Yingbin Liang Jing Yang 85 0 0 02 May 2025
Test It Before You Trust It: Applying Software Testing for Trustworthy In-context Learning Teeradaj Racharak Chaiyong Ragkhitwetsagul Chommakorn Sontesadisai Thanwadee Sunetnanta 72 0 0 26 Apr 2025
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 65 1 0 21 Apr 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou Austin Xu Peifeng Wang Caiming Xiong Shafiq Joty ELM ALM LRM 85 3 0 21 Apr 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences Yizhu Jiao Xuchao Zhang Zhaoyang Wang Yubo Ma Zhun Deng Rujia Wang Chetan Bansal Saravan Rajmohan Jiawei Han Huaxiu Yao 371 0 0 21 Apr 2025
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments Junyoung Park Dalton Jones Matthew J Morse Raghavv Goel Mingu Lee Chris Lott 51 0 0 21 Apr 2025
CodeCrash: Stress Testing LLM Reasoning under Structural and Semantic Perturbations Man Ho Lam Chaozheng Wang Jen-tse Huang Michael R. Lyu LRM 55 0 0 19 Apr 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models Feiyang Li Peng Fang Zhan Shi Arijit Khan Fang Wang Dan Feng Weihao Wang Xin Zhang Yongjian Cui ReLM LRM 73 1 0 18 Apr 2025
LLM-as-a-Judge: Reassessing the Performance of LLMs in Extractive QA Xanh Ho Jiahao Huang Florian Boudin Akiko Aizawa ELM 63 0 0 16 Apr 2025
FLIP Reasoning Challenge Andreas Plesner Turlan Kuzhagaliyev Roger Wattenhofer AAML VLM LRM 127 0 0 16 Apr 2025
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution Chenghao Li Chaoning Zhang Yi Lu Jing Zhang Qigan Sun X. Wang Jiwei Wei Guoqing Wang Yang Yang Jikang Cheng LRM 102 2 0 13 Apr 2025
Understanding Learner-LLM Chatbot Interactions and the Impact of Prompting Guidelines Cansu Koyuturk Emily Theophilou Sabrina Patania Gregor Donabauer Andrea Martinenghi ... Udo Kruschwitz D. Taibi Simona Amenta Martin Ruskov Dimitri Ognibene 76 0 0 10 Apr 2025
Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning Sanchit Kabra Akshita Jha Chandan K. Reddy LRM 53 0 0 08 Apr 2025
Assessing how hyperparameters impact Large Language Models' sarcasm detection performance Montgomery Gole Andriy Miranskyy AI4MH 52 0 0 08 Apr 2025
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments S. Vaghefi Aymane Hachcham Veronica Grasso Jiska Manicus Nakiete Msemo Chiara Colesanti-Senni Markus Leippold 39 0 0 07 Apr 2025
Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning Sugyeong Eo Hyeonseok Moon Evelyn Hayoon Zi Chanjun Park Heuiseok Lim LLMAG 83 1 0 07 Apr 2025
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Zhongfu Chen Zhaochun Ren Maarten de Rijke 117 0 0 05 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 168 0 0 03 Apr 2025
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics Hamed Mahdavi Alireza Hashemi Majid Daliri Pegah Mohammadipour Alireza Farhadi Samira Malek Yekta Yazdanifard Amir Khasahmadi V. Honavar ELM LRM 89 3 0 01 Apr 2025
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs Sanjoy Chowdhury Hanan Gani Nishit Anand Sayan Nag Ruohan Gao Mohamed Elhoseiny Salman Khan Dinesh Manocha LRM 115 0 0 29 Mar 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 91 1 0 28 Mar 2025
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks Weinan Zhang Mengna Wang Gangao Liu Xu Huixin Yiwei Jiang ... Hang Zhang Xin Li Weiming Lu Peng Li Yueting Zhuang LM&Ro LRM 113 7 0 27 Mar 2025
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions Yejin Kwon Daeun Moon Youngje Oh Hyunsoo Yoon 92 0 0 26 Mar 2025
Rosetta-PL: Propositional Logic as a Benchmark for Large Language Model Reasoning Shaun Baek Shaun Esua-Mensah Cyrus Tsui Sejan Vigneswaralingam Abdullah Alali Michael Lu Vasu Sharma Sean O'Brien Kevin Zhu LRM 100 0 0 25 Mar 2025
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Nvidia A. Azzolini Junjie Bai Prithvijit Chattopadhyay Huayu Chen ... Xiaodong Yang Zhuolin Yang Jing Zhang Xiaohui Zeng Zhe Zhang AI4CE LM&Ro LRM 114 10 0 18 Mar 2025
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 385 0 0 17 Mar 2025
VisTW: Benchmarking Vision-Language Models for Traditional Chinese in Taiwan Zhi Rui Tam Ya-Ting Pai Yen-Wei Lee Yun-Nung Chen CoGe 118 0 0 13 Mar 2025
Can LLMs Understand Time Series Anomalies? Zihao Zhou Rose Yu AI4TS 120 8 0 13 Mar 2025
What's In Your Field? Mapping Scientific Research with Knowledge Graphs and Large Language Models Abhipsha Das Nicholas Lourie Siavash Golkar Mariel Pettee 128 0 0 12 Mar 2025
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang LRM MLLM 151 1 0 10 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 66 0 0 08 Mar 2025
Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning Yanjun Chen Yirong Sun Xinghao Chen Jian Wang Xiaoyu Shen W. Li Wei Zhang 3DV LRM 85 1 0 08 Mar 2025
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach Ayeong Lee Ethan Che Tianyi Peng LRM 71 24 0 03 Mar 2025
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs Weixiang Zhao Yulin Hu Yang Deng Jiahe Guo Xingyu Sui ... An Zhang Yanyan Zhao Bing Qin Tat-Seng Chua Ting Liu 104 6 0 28 Feb 2025