Automatic Chain of Thought Prompting in Large Language Models

7 October 2022

Papers citing "Automatic Chain of Thought Prompting in Large Language Models"

50 / 397 papers shown

Title
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 71 12 0 03 Jan 2025
SSL Framework for Causal Inconsistency between Structures and Representations Hang Chen Xinyu Yang Keqing Du Wenya Wang 36 2 0 03 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 98 402 0 03 Jan 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 63 0 0 31 Dec 2024
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang C. L. P. Chen Anirudh Dagar Wenming Ye LRM 60 38 0 31 Dec 2024
Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sijia Chen Baochun Li KELM LRM 71 6 0 27 Dec 2024
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting Shuzhang Cai Twumasi Mensah-Boateng Xander Kuksov Jing Yuan Shaojie Tang 31 0 0 23 Dec 2024
Cognition Chain for Explainable Psychological Stress Detection on Social Media Xin Wang Boyan Gao Yi Dai Lei Cao Liang Zhao Y. Yang David A. Clifton 66 0 0 18 Dec 2024
Refining Answer Distributions for Improved Large Language Model Reasoning Soumyasundar Pal Didier Chetelat Yingxue Zhang Mark Coates ReLM LRM 79 0 0 17 Dec 2024
Towards Action Hijacking of Large Language Model-based Agent Yuyang Zhang Kangjie Chen Xudong Jiang Yuxiang Sun Run Wang Lina Wang LLMAG AAML 73 2 0 14 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 71 0 0 09 Dec 2024
Neuro-Symbolic Data Generation for Math Reasoning Zenan Li Zhi-Hua Zhou Yuan Yao Yu Li Chun Cao Fan Yang Xian Zhang Xiaoxing Ma OffRL LRM 65 0 0 06 Dec 2024
Smoothie: Label Free Language Model Routing Neel Guha Mayee F. Chen Trevor Chow Ishan S. Khare Christopher Ré 71 3 0 06 Dec 2024
Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations Summra Saleem M. Asim L. V. Elst Andreas Dengel 65 0 0 01 Dec 2024
GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding Yawen Shao Wei-dong Zhai Yuhang Yang Hongchen Luo Yang Cao Zheng-jun Zha 83 1 0 29 Nov 2024
Enhancing Visual Reasoning with Autonomous Imagination in Multimodal Large Language Models J. Liu Yumeng Li Boyuan Xiao Yichang Jian Ziang Qin Tianjia Shao Yao-Xiang Ding Kun Zhou MLLM LRM 95 2 0 27 Nov 2024
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning Di Zhang Jingdi Lei Junxian Li Xunzhi Wang Y. Liu ... S. M. I. Simon X. Yang Jianbo Wu Peng Ye Wanli Ouyang Dongzhan Zhou OffRL LRM 105 6 0 27 Nov 2024
CoA: Chain-of-Action for Generative Semantic Labels Meng Wei Zhongnian Li Peng Ying Xinzheng Xu VLM 64 0 0 26 Nov 2024
HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator Fan Yang Ru Zhen J. T. Wang Yanhao Zhang Haoxiang Chen Haonan Lu Sicheng Zhao Guiguang Ding 69 0 0 26 Nov 2024
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing Feifei Shao Ping Liu Zhao Wang Yawei Luo Hongwei Wang Jun Xiao 3DPC 64 0 0 25 Nov 2024
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration Haozhan Shen Kangjia Zhao Tiancheng Zhao Ruochen Xu Zilun Zhang Mingwei Zhu Jianwei Yin 84 4 0 25 Nov 2024
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination Haojie Zheng Tianyang Xu Hanchi Sun Shu Pu Ruoxi Chen Lichao Sun MLLM LRM 64 8 0 15 Nov 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 41 3 0 13 Nov 2024
Learning from Feedback: Semantic Enhancement for Object SLAM Using Foundation Models Jungseok Hong Ran Choi John Leonard VLM 37 0 0 11 Nov 2024
TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos Leonardo Plini Luca Scofano Edoardo De Matteis Guido Maria DÁmely di Melendugno Alessandro Flaborea Andrea Sanchietti G. Farinella Fabio Galasso Antonino Furnari EgoV LRM 38 1 0 04 Nov 2024
RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner Fu-Chieh Chang Yu-Ting Lee Hui-Ying Shih Pei-Yuan Wu Pei-Yuan Wu OffRL LRM 69 0 0 31 Oct 2024
Exploring the Reliability of Foundation Model-Based Frontier Selection in Zero-Shot Object Goal Navigation Shuaihang Yuan Halil Utku Unlu Hao Huang Congcong Wen Anthony Tzes Yi Fang 31 1 0 28 Oct 2024
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse Ryan Liu Jiayi Geng Addison J. Wu Ilia Sucholutsky Tania Lombrozo Thomas L. Griffiths ReLM LRM 60 19 0 27 Oct 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 20 0 0 22 Oct 2024
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration Yingqian Cui Pengfei He Xianfeng Tang Qi He Chen Luo Jiliang Tang Yue Xing LRM 15 0 0 21 Oct 2024
Retrieval-Enhanced Named Entity Recognition Enzo Shiraishi Raphael Y. de Camargo Henrique L. P. Silva Ronaldo C. Prati RALM 15 0 0 17 Oct 2024
IntGrad MT: Eliciting LLMs' Machine Translation Capabilities with Sentence Interpolation and Gradual MT Seung-Woo Choi Ga-Hyun Yoo Jay-Yoon Lee 29 0 0 15 Oct 2024
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps Han Wang Yilin Zhao Dian Li Xiaohan Wang Gang Liu Xuguang Lan H. Wang LRM 36 1 0 14 Oct 2024
Self-Data Distillation for Recovering Quality in Pruned Large Language Models Vithursan Thangarasa Ganesh Venkatesh Mike Lasby Nish Sinnadurai Sean Lie SyDa 33 0 0 13 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 16 1 0 11 Oct 2024
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction L. Yang Zhaochen Yu T. Zhang Minkai Xu Joseph E. Gonzalez Bin Cui Shuicheng Yan ELM ReLM LRM 44 0 0 11 Oct 2024
Think Beyond Size: Dynamic Prompting for More Effective Reasoning Kamesh R ReLM LRM AI4CE 19 0 0 10 Oct 2024
Mars: Situated Inductive Reasoning in an Open-World Environment Xiaojuan Tang Jiaqi Li Yitao Liang Song-chun Zhu Muhan Zhang Zilong Zheng LM&Ro LRM LLMAG 18 1 0 10 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 28 1 0 09 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 66 1 0 09 Oct 2024
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency Kaiyue Wen Huaqing Zhang Hongzhou Lin Jingzhao Zhang MoE LRM 56 2 0 07 Oct 2024
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis Hongkang Li Meng Wang Songtao Lu Xiaodong Cui Pin-Yu Chen LRM 17 5 0 03 Oct 2024
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning Jiale Fu Yaqing Wang Simeng Han Jiaming Fan Chen Si 23 1 0 03 Oct 2024
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks Dingzirui Wang Xuanliang Zhang Qiguang Chen Longxu Dou Xiao Xu ... Qingfu Zhu Wanxiang Che Binhua Li Fei Huang Yongbin Li 23 0 0 02 Oct 2024
Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process Xingyu Ji Jiale Liu Lu Li Maojun Wang Zeyu Zhang 20 1 0 02 Oct 2024
Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models Sungjune Park Daeseon Choi LRM AILaw 26 0 0 25 Sep 2024
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 62 3 0 24 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 42 0 0 24 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 32 31 0 23 Sep 2024
Parse Trees Guided LLM Prompt Compression Wenhao Mao Chengbin Hou Tianyu Zhang Xinyu Lin Ke Tang Hairong Lv 19 0 0 23 Sep 2024