Large Language Models are Zero-Shot Reasoners

24 May 2022

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

50 / 308 papers shown

Title
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion Guanzhou Ke Shengfeng He Xinyu Wang Bo Wang Guoqing Chao Yize Zhang Yi Xie HeXing Su 115 0 0 27 Feb 2025
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing Juntai Cao Xiang Zhang Raymond Li Chuyuan Li Shafiq Joty Shafiq Joty Giuseppe Carenini 113 1 0 27 Feb 2025
Large Language Models as Attribution Regularizers for Efficient Model Training Davor Vukadin Marin Šilić Goran Delač 115 0 0 27 Feb 2025
Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models Fengze Yang Xiaoyue Cathy Liu Lingjiu Lu Bingzhang Wang Chenxi 54 0 0 25 Feb 2025
Predicting Through Generation: Why Generation Is Better for Prediction Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat Chun-Nam Yu Mojtaba Soltanalian Ivan Garibay O. Garibay Chen Chen Niloofar Yousefi AI4TS 140 0 0 25 Feb 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning Xinghao Chen Zhijing Sun Wenjin Guo Miaoran Zhang Yanjun Chen ... Hui Su Yijie Pan Dietrich Klakow Wenjie Li Xiaoyu Shen LRM 82 6 0 25 Feb 2025
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling Yiwen Ding Zhiheng Xi Wei He Zhuoyuan Li Yitao Zhai Xiaowei Shi Xunliang Cai Tao Gui Qi Zhang Xuanjing Huang LRM 108 4 0 24 Feb 2025
Fully automatic extraction of morphological traits from the Web: utopia or reality? Diego Marcos Robert van de Vlasakker Ioannis Athanasiadis P. Bonnet Hervé Goëau Alexis Joly W. Daniel Kissling César Leblanc André S. J. van Proosdij Konstantinos P. Panousis 100 3 0 24 Feb 2025
Training a Generally Curious Agent Fahim Tajwar Yiding Jiang Abitha Thankaraj Sumaita Sadia Rahman J. Zico Kolter Jeff Schneider Ruslan Salakhutdinov 155 1 0 24 Feb 2025
Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring Xuansheng Wu Padmaja Pravin Saraf Gyeong-Geon Lee Ehsan Latif Ninghao Liu Xiaoming Zhai 113 10 0 24 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 73 3 0 23 Feb 2025
DISC: Dynamic Decomposition Improves LLM Inference Scaling Jonathan Light Wei Cheng Wu Yue Masafumi Oyamada Mengdi Wang Santiago Paternain Haifeng Chen ReLM LRM 77 2 0 23 Feb 2025
RapidPen: Fully Automated IP-to-Shell Penetration Testing with LLM-based Agents Sho Nakatani 95 2 0 23 Feb 2025
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations Chunyang Li Weiqi Wang Tianshi Zheng Yangqiu Song LRM 80 6 0 22 Feb 2025
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference Thanh Le-Cong Bach Le Toby Murray LRM 69 1 0 22 Feb 2025
IPO: Your Language Model is Secretly a Preference Classifier Shivank Garg Ayush Singh Shweta Singh Paras Chopra 348 1 0 22 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee Edward De Brouwer Ehsan Hajiramezanali Tommaso Biancalani Chanyoung Park Gabriele Scalia 89 0 0 22 Feb 2025
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild Saad Obaid ul Islam Anne Lauscher Goran Glavaš HILM LRM 138 2 0 21 Feb 2025
Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable Explanations Lihu Chen Shuojie Fu Gabriel Freedman Cemre Zor Guy Martin James Kinross Uddhav Vaghela Ovidiu Serban Francesca Toni DeLMO 93 0 0 21 Feb 2025
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao Song Yufa Zhou 114 18 0 21 Feb 2025
Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models Rubing Li João Sedoc Arun Sundararajan LRM 78 1 0 20 Feb 2025
Traffic Scene Generation from Natural Language Description for Autonomous Vehicles with Large Language Model Bo-Kai Ruan Hao-Tang Tsui Yung-Hui Li Hong-Han Shuai LM&Ro 112 8 0 20 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohammad Hadi Hosseini Mahdieh Soleymani Baghshah LRM 134 5 0 20 Feb 2025
Prompting a Weighting Mechanism into LLM-as-a-Judge in Two-Step: A Case Study Wenwen Xie Gray Gwizdz Dongji Feng 101 0 0 20 Feb 2025
Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework Zirui Song Jingpu Yang Yuan Huang Jonathan Tonglet Zeyu Zhang Tao Cheng Meng Fang Iryna Gurevych X. Chen LRM 99 3 0 19 Feb 2025
LAMD: Context-driven Android Malware Detection and Classification with LLMs Xingzhi Qian Xinran Zheng Yiling He Shuo Yang Lorenzo Cavallaro 106 3 0 18 Feb 2025
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale Fan Zhou Zengzhi Wang Qian Liu Junlong Li Pengfei Liu ALM 146 15 0 17 Feb 2025
Detecting Phishing Sites Using ChatGPT Takashi Koide Naoki Fukushi Hiroki Nakano Daiki Chiba 110 31 0 17 Feb 2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning Lefei Zhang Lijie Hu Di Wang LRM 137 2 0 17 Feb 2025
KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs Qi Zhao Hongyu Yang Qi Song Xinwei Yao Xiangyang Li 74 0 0 17 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 85 5 0 17 Feb 2025
Evaluating Step-by-step Reasoning Traces: A Survey Jinu Lee Julia Hockenmaier LRM ELM 78 2 0 17 Feb 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao LLMAG CLL LRM 99 18 0 17 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 88 0 0 16 Feb 2025
Typhoon T1: An Open Thai Reasoning Model Pittawat Taveekitworachai Potsawee Manakul Kasima Tharnpipitchai Kunat Pipatanakul OffRL LRM 147 0 0 13 Feb 2025
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models Daniel Fleischer Moshe Berchansky Gad Markovits Moshe Wasserblat ReLM ELM LRM 108 0 0 13 Feb 2025
Rationalization Models for Text-to-SQL Gaetano Rossiello Nhan Pham Michael R. Glass Junkyu Lee Shankar Subramanian ReLM LRM 77 0 0 10 Feb 2025
MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations Kaixuan Huang Jiacheng Guo Zihao Li X. Ji Jiawei Ge ... Yangsibo Huang Chi Jin Xinyun Chen Chiyuan Zhang Mengdi Wang AAML LRM 126 12 0 10 Feb 2025
Is a Peeled Apple Still Red? Evaluating LLMs' Ability for Conceptual Combination with Property Type Seokwon Song Taehyun Lee Jaewoo Ahn Jae Hyuk Sung Gunhee Kim CoGe 123 0 0 10 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 87 9 0 07 Feb 2025
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Chenyang Shao Xinyuan Hu Yutang Lin Fengli Xu LLMAG LRM 79 5 0 06 Feb 2025
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers Nicole Cho William Watson AAML HILM 217 0 0 06 Feb 2025
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller LRM 70 0 0 05 Feb 2025
OverThink: Slowdown Attacks on Reasoning LLMs A. Kumar Jaechul Roh A. Naseh Marzena Karpinska Mohit Iyyer Amir Houmansadr Eugene Bagdasarian LRM 91 19 0 04 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 130 0 0 04 Feb 2025
The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles Vernon Y.H. Toh Yew Ken Chia Deepanway Ghosal Soujanya Poria LRM ReLM ELM 104 1 0 03 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 153 2 0 02 Feb 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li Tianze Zhang 107 0 0 01 Feb 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method Peter Baile Chen Yi Zhang Michael Cafarella Dan Roth RALM AIFin 205 3 0 30 Jan 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun Xia Tianyi Wu Zhiwei Xue Yuxiao Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 156 20 0 30 Jan 2025