ExpertPrompting: Instructing Large Language Models to be Distinguished Experts

24 May 2023

Benfeng Xu

Chang Zhou

Papers citing "ExpertPrompting: Instructing Large Language Models to be Distinguished Experts"

41 / 91 papers shown

Title
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing Ziwei Chai Guoyin Wang Jing Su Tianjie Zhang Xuanwen Huang ... Jingjing Xu Jianbo Yuan Hongxia Yang Fei Wu Yang Yang 37 7 0 25 Mar 2024
ProMoAI: Process Modeling with Generative AI Humam Kourani Alessandro Berti Daniel Schuster Wil M.P. van der Aalst LLMAG 48 7 0 07 Mar 2024
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models Xiaolong Wang Yile Wang Yuan Zhang Fuwen Luo Peng Li Maosong Sun Yang Liu LRM 35 0 0 27 Feb 2024
DEEM: Dynamic Experienced Expert Modeling for Stance Detection Xiaolong Wang Yile Wang Sijie Cheng Peng Li Yang Liu 36 5 0 23 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 44 102 0 20 Feb 2024
A Dual-Prompting for Interpretable Mental Health Language Models Hyolim Jeon Dongje Yoo Daeun Lee Sejung Son Seungbae Kim Jinyoung Han AI4MH 33 4 0 20 Feb 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs Naihao Deng Zhenjie Sun Ruiqi He Aman Sikka Yulong Chen Lin Ma Yue Zhang Rada Mihalcea LMTD 41 10 0 19 Feb 2024
AI-Augmented Predictions: LLM Assistants Improve Human Forecasting Accuracy P. Schoenegger Peter S. Park Ezra Karger P. Tetlock 45 14 0 12 Feb 2024
Adversarial Text Purification: A Large Language Model Approach for Defense Raha Moraffah Shubh Khandelwal Amrita Bhattacharjee Huan Liu DeLMO AAML 36 5 0 05 Feb 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 37 0 0 28 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 51 65 0 23 Jan 2024
CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models Yaojia Lv Haojie Pan Ruiji Fu Ming Liu Zhongyuan Wang Bing Qin 35 5 0 06 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 40 50 0 04 Jan 2024
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 55 17 0 13 Dec 2023
Dr. Jekyll and Mr. Hyde: Two Faces of LLMs Matteo Gioele Collu Tom Janssen-Groesbeek Stefanos Koffas Mauro Conti S. Picek 21 1 0 06 Dec 2023
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 33 5 0 05 Dec 2023
Compositional Chain-of-Thought Prompting for Large Multimodal Models Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 39 80 0 27 Nov 2023
On the Calibration of Large Language Models and Alignment Chiwei Zhu Benfeng Xu Quan Wang Yongdong Zhang Zhendong Mao 77 32 0 22 Nov 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 42 53 0 20 Nov 2023
Bergeron: Combating Adversarial Attacks through a Conscience-Based Alignment Framework Matthew Pisano Peter Ly Abraham Sanders Bingsheng Yao Dakuo Wang T. Strzalkowski Mei Si AAML 30 24 0 16 Nov 2023
Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning Shengguang Wu Keming Lu Benfeng Xu Junyang Lin Qi Su Chang Zhou SyDa ALM 25 37 0 14 Nov 2023
ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents Shaoguang Mao Yuzhe Cai Yan Xia Wenshan Wu Xun Wang Fengyi Wang Tao Ge Furu Wei 34 10 0 06 Nov 2023
Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament P. Schoenegger Peter S. Park ELM AI4TS 26 14 0 17 Oct 2023
MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks Jingyuan Qi Minqian Liu Ying Shen Zhiyang Xu Lifu Huang LRM VGen 29 2 0 08 Oct 2023
AutoAgents: A Framework for Automatic Agent Generation Guangyao Chen Siwei Dong Yu Shu Ge Zhang Jaward Sesay Börje F. Karlsson Jie Fu Yemin Shi LLMAG 17 96 0 29 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 31 1,607 0 28 Sep 2023
Human Feedback is not Gold Standard Tom Hosking Phil Blunsom Max Bartolo ALM 32 49 0 28 Sep 2023
Towards LLM-guided Causal Explainability for Black-box Text Classifiers Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu 32 33 0 23 Sep 2023
BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Wei Qi Leong Jian Gang Ngui Yosephine Susanto Hamsawardhini Rengarajan Kengatharaiyer Sarveswaran William-Chandra Tjhi 29 9 0 12 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 56 154 0 05 Sep 2023
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang Zongwei Luo LRM 19 5 0 05 Sep 2023
ChatGPT for Arabic Grammatical Error Correction S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Muhammad Abdul-Mageed 45 7 0 08 Aug 2023
Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models Keyu Pan Yawen Zeng LLMAG 26 41 0 30 Jul 2023
ChatGPT and Persuasive Technologies for the Management and Delivery of Personalized Recommendations in Hotel Hospitality Manolis Remountakis Konstantinos I. Kotis Babis Kourtzis G. Tsekouras 22 4 0 26 Jul 2023
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration Zhenhailong Wang Shaoguang Mao Wenshan Wu Tao Ge Furu Wei Heng Ji LLMAG LRM 26 133 0 11 Jul 2023
Guided scenarios with simulated expert personae: a remarkable strategy to perform cognitive work D. Buren LLMAG 24 7 0 03 Jun 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,754 0 07 Apr 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 162 585 0 06 Apr 2023
$k$ NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu Quan Wang Zhendong Mao Yajuan Lyu Qiaoqiao She Yongdong Zhang 104 52 0 24 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 273 2,510 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022