Ask Me Anything: A simple strategy for prompting language models

5 October 2022

Papers citing "Ask Me Anything: A simple strategy for prompting language models"

50 / 136 papers shown

Title
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 42 6 0 01 Apr 2024
Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models Zhiyuan Yu Xiaogeng Liu Shunning Liang Zach Cameron Chaowei Xiao Ning Zhang 30 40 0 26 Mar 2024
One size doesn't fit all: Predicting the Number of Examples for In-Context Learning Manish Chandra Debasis Ganguly Yiwen Li 37 3 0 11 Mar 2024
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering Armin Toroghi Willis Guo Mohammad Mahdi Torabi pour Scott Sanner LRM 31 8 0 03 Mar 2024
UNITS: A Unified Multi-Task Time Series Model Shanghua Gao Teddy Koker Owen Queen Thomas Hartvigsen Theodoros Tsiligkaridis Marinka Zitnik AI4TS 38 15 0 29 Feb 2024
FairBelief -- Assessing Harmful Beliefs in Language Models Mattia Setzu Marta Marchiori Manerba Pasquale Minervini Debora Nozza 23 0 0 27 Feb 2024
Deconstructing the Veneer of Simplicity: Co-Designing Introductory Generative AI Workshops with Local Entrepreneurs Yasmine Kotturi Angel Anderson Glenn Ford Michael Skirpan Jeffrey P. Bigham 29 8 0 26 Feb 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions Yuan Zhang Xiao Wang Zhiheng Xi Han Xia Tao Gui Qi Zhang Xuanjing Huang 36 3 0 26 Feb 2024
ELAD: Explanation-Guided Large Language Models Active Distillation Yifei Zhang Bo Pan Chen Ling Yuntong Hu Liang Zhao 46 6 0 20 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 49 6 0 18 Feb 2024
Large Language Models as Agents in Two-Player Games Yang Liu Peng Sun Hang Li LLMAG 39 4 0 12 Feb 2024
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kuehnberger LRM 24 3 0 12 Feb 2024
Empowering Language Models with Active Inquiry for Deeper Understanding Jing-Cheng Pang Heng-Bo Fan Pengyuan Wang Jia-Hao Xiao Nan Tang Si-Hang Yang Chengxing Jia Sheng-Jun Huang Yang Yu 21 5 0 06 Feb 2024
Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision Jinyan Su Peilin Yu Jieyu Zhang Stephen H. Bach 24 2 0 02 Feb 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 43 65 0 23 Jan 2024
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4 Sondos Mahmoud Bsharat Aidar Myrzakhan Zhiqiang Shen ALM LRM 29 69 0 26 Dec 2023
Supervised Knowledge Makes Large Language Models Better In-context Learners Linyi Yang Shuibai Zhang Zhuohao Yu Guangsheng Bao Yidong Wang ... Ruochen Xu Weirong Ye Xing Xie Weizhu Chen Yue Zhang 18 14 0 26 Dec 2023
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 41 11 0 17 Dec 2023
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Lei Bai Zhixuan Fang Wei Xu Han Qiu 44 51 0 14 Dec 2023
LLF-Bench: Benchmark for Interactive Learning from Language Feedback Ching-An Cheng Andrey Kolobov Dipendra Kumar Misra Allen Nie Adith Swaminathan 32 19 0 11 Dec 2023
Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui Jinjie Gu Jun Zhou Guannan Zhang 37 5 0 08 Dec 2023
RELIC: Investigating Large Language Model Responses using Self-Consistency Furui Cheng Vilém Zouhar Simran Arora Mrinmaya Sachan Hendrik Strobelt Mennatallah El-Assady HILM 24 18 0 28 Nov 2023
Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models Stephen MacNeil Paul Denny Andrew Tran Juho Leinonen Seth Bernstein Arto Hellas Sami Sarsa Joanne Kim LRM 26 16 0 27 Nov 2023
Controlled Text Generation via Language Model Arithmetic Jasper Dekoninck Marc Fischer Luca Beurer-Kellner Martin Vechev 31 36 0 24 Nov 2023
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers Sheshera Mysore Zhuoran Lu Mengting Wan Longqi Yang Steve Menezes Tina Baghaee Emmanuel Barajas Gonzalez Jennifer Neville Tara Safavi RALM 26 35 0 15 Nov 2023
All Data on the Table: Novel Dataset and Benchmark for Cross-Modality Scientific Information Extraction Yuhan Li Jian Wu Zhiwei Yu Börje F. Karlsson Wei Shen Manabu Okumura Chin-Yew Lin 21 1 0 14 Nov 2023
Intentional Biases in LLM Responses Nicklaus Badyal Derek Jacoby Yvonne Coady 16 4 0 11 Nov 2023
Prompt Sketching for Large Language Models Luca Beurer-Kellner Mark Niklas Muller Marc Fischer Martin Vechev KELM LRM 35 3 0 08 Nov 2023
CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports Ye Eun Chun Sunjae Kwon Kyung-Woo Sohn Nakwon Sung Junyoup Lee Byungki Seo Kevin Compher Seung-won Hwang Jaesik Choi 40 1 0 24 Oct 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 32 3 0 24 Oct 2023
Table-GPT: Table-tuned GPT for Diverse Table Tasks Peng Li Yeye He Dror Yashar Weiwei Cui Song Ge Haidong Zhang D. Fainman Dongmei Zhang Surajit Chaudhuri ALM LMTD 45 70 0 13 Oct 2023
In-Context Learning for Few-Shot Molecular Property Prediction Christopher Fifty J. Leskovec Sebastian Thrun 36 5 0 13 Oct 2023
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models Anni Zou Zhuosheng Zhang Hai Zhao Xiangru Tang LRM ReLM 42 2 0 10 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 55 26 0 08 Oct 2023
Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension Anushrut Jignasu Kelly O. Marshall Baskar Ganapathysubramanian Aditya Balu Chinmay Hegde A. Krishnamurthy ELM AI4CE 22 6 0 04 Sep 2023
Large Language Models Vote: Prompting for Rare Disease Identification David Oniani Jordan Hilsman Hang Dong F. Gao Shiven Verma Yanshan Wang 24 12 0 24 Aug 2023
Towards an On-device Agent for Text Rewriting Yun Zhu Yinxiao Liu Felix Stahlberg Shankar Kumar Yu-hui Chen Liangchen Luo Lei Shu Renjie Liu Jindong Chen Lei Meng LLMAG 32 6 0 22 Aug 2023
Adapting Foundation Models for Information Synthesis of Wireless Communication Specifications Manikanta Kotaru 87 9 0 08 Aug 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification Neel Guha Mayee F. Chen Kush S. Bhatia Azalia Mirhoseini Frederic Sala Christopher Ré 32 4 0 20 Jul 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 32 27 0 20 Jul 2023
Evaluating Paraphrastic Robustness in Textual Entailment Models Dhruv Verma Yash Kumar Lal Shreyashee Sinha Benjamin Van Durme Adam Poliak 28 5 0 29 Jun 2023
TART: A plug-and-play Transformer module for task-agnostic reasoning Kush S. Bhatia A. Narayan Chris De Sa Christopher Ré LRM ReLM VLM 28 14 0 13 Jun 2023
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 65 1 0 02 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 27 126 0 30 May 2023
Alfred: A System for Prompted Weak Supervision Peilin Yu Stephen H. Bach 19 7 0 29 May 2023
Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks Abhinav Rao S. Vashistha Atharva Naik Somak Aditya Monojit Choudhury 35 17 0 24 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 44 149 0 24 May 2023
Are Large Language Models Robust Coreference Resolvers? Nghia T. Le Alan Ritter LRM 19 11 0 23 May 2023
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science Yida Mu Benze Wu William Thorne Ambrose Robinson Nikolaos Aletras Carolina Scarton Kalina Bontcheva Xingyi Song 21 18 0 23 May 2023
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 26 48 0 23 May 2023