Iteratively Prompt Pre-trained Language Models for Chain of Thought

16 March 2022

Huan Sun

Papers citing "Iteratively Prompt Pre-trained Language Models for Chain of Thought"

50 / 67 papers shown

Title
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 38 0 0 13 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 60 2 0 05 May 2025
Context information can be more important than reasoning for time series forecasting with a large language model Janghoon Yang AI4TS LRM 39 1 0 08 Feb 2025
Data Wrangling Task Automation Using Code-Generating Language Models Ashlesha Akella Krishnasuri Narayanam SyDa 52 0 0 05 Feb 2025
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 30 1 0 09 Oct 2024
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering Xiaoming Zhang Ming Wang Xiaocui Yang Daling Wang Shi Feng Yifei Zhang RALM 38 5 0 20 Aug 2024
Leveraging LLM Reasoning Enhances Personalized Recommender Systems Zhe Wang Adam Kraft Long Jin Chenwei Cai Anahita Hosseini Yuhua Ru Zemin Zhang Lichan Hong Ed H. Chi Xinyang Yi LRM 34 8 0 22 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 79 9 0 09 Jul 2024
SADL: An Effective In-Context Learning Method for Compositional Visual QA Long Hoang Dang T. Le Vuong Le Tu Minh Phuong Truyen Tran ReLM CoGe 54 2 0 02 Jul 2024
Improving Arithmetic Reasoning Ability of Large Language Models through Relation Tuples, Verification and Dynamic Feedback Zhongtao Miao Kaiyan Zhao Yoshimasa Tsuruoka KELM LRM 44 2 0 25 Jun 2024
Synthetic Context Generation for Question Generation Naiming Liu Zichao Wang Richard Baraniuk LRM 26 0 0 19 Jun 2024
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression Yufan Zhu Zi-Yu Khoo Jonathan Sze Choong Low Stephane Bressan AI4Ed 38 2 0 17 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan Ö. Arik RALM AI4CE LLMAG 54 30 0 04 Jun 2024
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning Zining Qin Chenhao Wang Huiling Qin Weijia Jia LRM 45 1 0 02 Jun 2024
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization Boshi Wang Xiang Yue Yu-Chuan Su Huan Sun LRM 29 42 0 23 May 2024
Distilling Algorithmic Reasoning from LLMs via Explaining Solution Programs Jierui Li Raymond J. Mooney LRM 35 1 0 11 Apr 2024
AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs Zeyi Liao Huan Sun AAML 47 75 0 11 Apr 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER Monica Munnangi Sergey Feldman Byron C. Wallace Silvio Amir Tom Hope Aakanksha Naik 40 11 0 29 Mar 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 44 1 0 28 Mar 2024
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering Yexin Wu Zhuosheng Zhang Hai Zhao LRM 27 4 0 28 Mar 2024
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process Guangming Huang Yunfei Long Cunjin Luo Jiaxing Shen Xia Sun LRM 22 4 0 29 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 52 6 0 18 Feb 2024
Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning Tong Niu Weihao Zhang Rong Zhao LLMAG 35 2 0 04 Feb 2024
Promptly Predicting Structures: The Return of Inference Maitrey Mehta Valentina Pyatkin Vivek Srikumar 53 3 0 12 Jan 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 103 96 0 26 Dec 2023
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes Lizhou Fan Wenyue Hua Lingyao Li Haoyang Ling Yongfeng Zhang LRM 31 46 0 22 Dec 2023
Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows Madeleine Grunde-McLaughlin Michelle S. Lam Ranjay Krishna Daniel S. Weld Jeffrey Heer AI4CE 53 21 0 18 Dec 2023
The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model Yilin Ye Qian Zhu Shishi Xiao Kang Zhang Wei Zeng 44 4 0 04 Dec 2023
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 28 14 0 16 Nov 2023
The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm Generation Tyler Loakman Aaron Maladry Chenghua Lin 23 7 0 09 Nov 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 40 3 0 24 Oct 2023
Tree Prompting: Efficient Task Adaptation without Fine-Tuning John X. Morris Chandan Singh Alexander M. Rush Jianfeng Gao Yuntian Deng VLM LRM 31 17 0 21 Oct 2023
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models Shaokun Zhang Xiaobo Xia Zhaoqing Wang Ling-Hao Chen Jiale Liu Qingyun Wu Tongliang Liu 42 20 0 16 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 51 2 0 11 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 50 13 0 09 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 129 45 0 08 Oct 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming Liu Bing Qin Ting Liu LRM AI4CE 37 155 0 27 Sep 2023
A Cyberpunk 2077 perspective on the prediction and understanding of future technology Miguel Bordallo López Constantino Álvarez Casado 28 1 0 25 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 85 369 0 11 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 46 13 0 09 Sep 2023
Robust Visual Question Answering: Datasets, Methods, and Future Challenges Jie Ma Pinghui Wang Dechen Kong Zewei Wang Jun Liu Hongbin Pei Junzhou Zhao OOD 32 18 0 21 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 31 16 0 11 Jul 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 63 197 0 05 Jul 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information Mehran Kazemi Quan Yuan Deepti Bhatia Najoung Kim Xin Xu Vaiva Imbrasaite Deepak Ramachandran LRM 32 41 0 13 Jun 2023
Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions Ian Huang Vrishab Krishna Omoruyi E. Atekha Leonidas J. Guibas DiffM VGen 27 11 0 09 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks Kanishka Misra Cicero Nogueira dos Santos Siamak Shakeri KELM LRM 29 1 0 06 Jun 2023
Predicting the Quality of Revisions in Argumentative Writing Zhexiong Liu Diane Litman E. Wang L. Matsumura Richard Correnti 30 5 0 01 Jun 2023
Self-Verification Improves Few-Shot Clinical Information Extraction Zelalem Gero Chandan Singh Hao Cheng Tristan Naumann Michel Galley Jianfeng Gao Hoifung Poon 42 54 0 30 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 27 63 0 08 May 2023
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering Lei Wang Yilang Hu Jiabang He Xingdong Xu Ning Liu Hui-juan Liu Hengtao Shen LRM MLLM 34 41 0 05 May 2023