Active Prompting with Chain-of-Thought for Large Language Models

23 February 2023

Shizhe Diao

Pengcheng Wang

Yong Lin

Tong Zhang

Papers citing "Active Prompting with Chain-of-Thought for Large Language Models"

50 / 91 papers shown

Title
Critique Before Thinking: Mitigating Hallucination through Rationale-Augmented Instruction Tuning Zexian Yang Dian Li Dayan Wu Gang Liu Weiping Wang MLLM LRM 24 0 0 12 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 12 0 0 09 May 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 79 0 0 25 Apr 2025
Think Twice: Enhancing LLM Reasoning by Scaling Multi-round Test-time Thinking Xiaoyu Tian Sitong Zhao Haotian Wang Shuaiting Chen Yunjie Ji Yiping Peng Han Zhao Xiangang Li ReLM ELM LRM 43 5 0 25 Mar 2025
OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD Yuxuan Chen Long Zhang Xu Zhu Hua Zhou Zhuyin Ren AI4CE 42 0 0 03 Mar 2025
Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo LRM 34 0 0 04 Feb 2025
MetaOpenFOAM 2.0: Large Language Model Driven Chain of Thought for Automating CFD Simulation and Post-Processing Yuxuan Chen Xu Zhu Hua Zhou Zhuyin Ren AI4CE 31 3 0 01 Feb 2025
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models Sijia Chen Baochun Li Di Niu LLMAG LRM AI4CE 61 11 0 08 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 50 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 58 38 0 31 Dec 2024
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting Shuzhang Cai Twumasi Mensah-Boateng Xander Kuksov Jing Yuan Shaojie Tang 29 0 0 23 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 61 0 0 09 Dec 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 55 1 0 09 Oct 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting Xiaosong Yuan Chen Shen Shaotian Yan Xiaofeng Zhang Liang Xie Wenxiao Wang Renchu Guan Ying Wang Jieping Ye ReLM LRM 31 4 0 30 Sep 2024
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems Ding Kai Ma Zhenguo Yan Xiaoran LRM 15 0 0 29 Aug 2024
Elementary School Students' and Teachers' Perceptions Towards Creative Mathematical Writing with Generative AI Yukyeong Song Jinhee Kim Wanli Xing Zifeng Liu Chenglu Li Hyunju Oh 15 2 0 26 Aug 2024
Enhancing Robustness in Large Language Models: Prompting for Mitigating the Impact of Irrelevant Information Ming Jiang Tingting Huang Biao Guo Yao Lu Feng Zhang LRM 18 1 0 20 Aug 2024
Can Developers Prompt? A Controlled Experiment for Code Documentation Generation L. Herrmann Tim Puhlfürß Felix Dietrich 16 3 0 01 Aug 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 54 23 0 19 Jul 2024
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models Yuchen Yang Kwonjoon Lee Behzad Dariush Yinzhi Cao Shao-Yuan Lo LRM 23 11 0 14 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 16 1 0 14 Jul 2024
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotation Jian Qian Miao Sun Sifan Zhou Ziyu Zhao Ruizhi Hun Patrick Chiang 25 1 0 08 Jul 2024
Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning Yun-Da Tsai Mingjie Liu Haoxing Ren SyDa 19 9 0 06 Jul 2024
Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting Jiyue Jiang Liheng Chen Sheng Wang Lingpeng Kong Yu-Hu Li Chuan Wu 36 0 0 24 Jun 2024
Data-Centric AI in the Age of Large Language Models Xinyi Xu Zhaoxuan Wu Rui Qiao Arun Verma Yao Shu ... Xiaoqiang Lin Wenyang Hu Zhongxiang Dai Pang Wei Koh Bryan Kian Hsiang Low ALM 34 2 0 20 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 25 94 0 07 Jun 2024
Dynamic and Adaptive Feature Generation with LLM Xinhao Zhang Jinghan Zhang Banafsheh Rekabdar Yuanchun Zhou Pengfei Wang Kunpeng Liu 32 4 0 04 Jun 2024
On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots Christine Herlihy Jennifer Neville Tobias Schnabel Adith Swaminathan 22 0 0 01 Jun 2024
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs Kaituo Feng Changsheng Li Xiaolu Zhang Jun Zhou Ye Yuan Guoren Wang LRM 26 0 0 25 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 56 10 0 23 May 2024
ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains Zhaopei Huang Jinming Zhao Qin Jin ReLM LRM 20 3 0 17 May 2024
Cantor: Inspiring Multimodal Chain-of-Thought of MLLM Timin Gao Peixian Chen Mengdan Zhang Chaoyou Fu Yunhang Shen ... Shengchuan Zhang Xiawu Zheng Xing Sun Liujuan Cao Rongrong Ji MLLM LRM 33 15 0 24 Apr 2024
Experimental Design for Active Transductive Inference in Large Language Models Subhojyoti Mukherjee Anusha Lalitha Aniket Deshmukh Ge Liu Yifei Ma B. Kveton LRM 24 1 0 12 Apr 2024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 14 14 0 05 Apr 2024
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Rui Pan Xiang Liu Shizhe Diao Renjie Pi Jipeng Zhang Chi Han Tong Zhang 33 15 0 26 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 99 215 0 29 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu Shizhe Diao Can Yang Yang Wang LRM 107 13 0 16 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Aman Chadha 40 253 0 05 Feb 2024
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models Zhen Xiang Fengqing Jiang Zidi Xiong Bhaskar Ramasubramanian Radha Poovendran Bo Li LRM SILM 21 15 0 20 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 14 4 0 10 Jan 2024
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 17 16 0 27 Dec 2023
Prompt Valuation Based on Shapley Values Hanxi Liu Xiaokai Mao Haocheng Xia Jian Lou Jinfei Liu 14 3 0 24 Dec 2023
Exploring the intersection of Generative AI and Software Development Filipe Calegario V. Burégio Francisco Erivaldo Daniel Moraes Costa Andrade Kailane Felix Nathalia Barbosa Pedro Lucas da Silva Lucena César França 10 0 0 21 Dec 2023
Latent Skill Discovery for Chain-of-Thought Reasoning Zifan Xu Haozhu Wang Dmitriy Bespalov Peter Stone Yanjun Qi ReLM LRM 36 1 0 07 Dec 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 12 51 0 20 Nov 2023
Plum: Prompt Learning using Metaheuristic Rui Pan Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 20 1 0 14 Nov 2023
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts Qineng Wang Zihao W. Wang Ying Su Yangqiu Song AI4CE LLMAG 18 0 0 13 Nov 2023
Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision Jiaxin Zhang Zhuohang Li Kamalika Das Kumar Sricharan 17 2 0 31 Oct 2023
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection Costas Mavromatis Balasubramaniam Srinivasan Zhengyuan Shen Jiani Zhang Huzefa Rangwala Christos Faloutsos George Karypis 10 13 0 30 Oct 2023
Harnessing GPT-3.5-turbo for Rhetorical Role Prediction in Legal Cases Anas Belfathi Nicolas Hernandez Laura Monceaux AILaw 19 3 0 26 Oct 2023