Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm

15 February 2021

Papers citing "Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm"

50 / 453 papers shown

Title
Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation Jiashu Pu Yajing Wan Yuru Zhang Jing Chen Ling Cheng Qian Shao Yongzhu Chang Tangjie Lv Rongsheng Zhang 28 1 0 15 Feb 2024
LLM-driven Imitation of Subrational Behavior : Illusion or Reality? Andrea Coletta Kshama Dwarakanath Penghang Liu Svitlana Vyetrenko T. Balch 32 10 0 13 Feb 2024
Large Language Models for the Automated Analysis of Optimization Algorithms Camilo Chacón Sartori Christian Blum Gabriela Ochoa 21 2 0 13 Feb 2024
Analyzing Prompt Influence on Automated Method Generation: An Empirical Study with Copilot Ionut Daniel Fagadau Leonardo Mariani D. Micucci O. Riganelli 32 7 0 13 Feb 2024
Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example Aven Le Zhou Yu-Ao Wang Wei Wu Kang Zhang 26 1 0 09 Feb 2024
Scaling Up LLM Reviews for Google Ads Content Moderation Wei Qiao Tushar Dogra Otilia Stretcu Yu-Han Lyu Tiantian Fang ... Chih-Chun Chia Ariel Fuxman Fangzhou Wang Ranjay Krishna Mehmet Tek 29 11 0 07 Feb 2024
Prompting Implicit Discourse Relation Annotation Frances Yung Mansoor Ahmad Merel C. J. Scholman Vera Demberg LRM 22 1 0 07 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 39 5 0 06 Feb 2024
Automatic Robotic Development through Collaborative Framework by Large Language Models Zhirong Luan Yujun Lai Rundong Huang Xiaruiqi Lan Liangjun Chen Badong Chen LLMAG 30 1 0 06 Feb 2024
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Tong Yu Hanieh Deilamsalehy Ruiyi Zhang Sungchul Kim Franck Dernoncourt 24 19 0 03 Feb 2024
Sample, estimate, aggregate: A recipe for causal discovery foundation models Menghua Wu Yujia Bao Regina Barzilay Tommi Jaakkola CML 49 7 0 02 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 19 5 0 01 Feb 2024
"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education Kyrie Zhixuan Zhou Zachary Kilhoffer M. Sanfilippo Ted Underwood Ece Gumusel Mengyi Wei Abhinav Choudhry Jinjun Xiong 38 11 0 23 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 40 8 0 20 Jan 2024
Comparing Traditional and LLM-based Search for Image Geolocation Albatool Wazzan Stephen MacNeil Richard Souvenir 46 11 0 18 Jan 2024
Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs Ziyu Li Donghwan Shin 27 17 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 63 57 0 11 Jan 2024
A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer Yong Ma Senlin Luo Yu-Ming Shang Zhengjun Li Yong Liu VLM 28 2 0 10 Jan 2024
Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors Sanjit Kakarla Danielle R. Thomas Jionghao Lin Shivang Gupta Kenneth R. Koedinger 28 6 0 06 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 27 9 0 03 Jan 2024
Few-shot Adaptation of Multi-modal Foundation Models: A Survey Fan Liu Tianshu Zhang Wenwen Dai Wenwen Cai Wenwen Cai Xiaocong Zhou Delong Chen VLM OffRL 31 23 0 03 Jan 2024
From Prompt Engineering to Prompt Science With Human in the Loop Chirag Shah 42 9 0 01 Jan 2024
Zero-shot Causal Graph Extrapolation from Text via LLMs Alessandro Antonucci Gregorio Piqué Marco Zaffalon 25 13 0 22 Dec 2023
A Unified Industrial Large Knowledge Model Framework in Smart Manufacturing Jay Lee Hanqi Su 26 5 0 22 Dec 2023
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 36 0 0 15 Dec 2023
Designing with Language: Wireframing UI Design Intent with Generative Large Language Models Sidong Feng Mingyue Yuan Jieshan Chen Zhenchang Xing Chunyang Chen AI4CE 3DV 19 7 0 12 Dec 2023
The Potential of Vision-Language Models for Content Moderation of Children's Videos Syed Hammad Ahmed Shengnan Hu G. Sukthankar VLM 33 3 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
LLMs Accelerate Annotation for Medical Information Extraction Akshay Goel Almog Gueta Omry Gilon Chang Liu Sofia Erell ... Shashir Reddy Rupesh Kartha Jean Steiner Itay Laish Amir Feder 44 103 0 04 Dec 2023
Large Language Models Are Zero-Shot Text Classifiers Zhiqiang Wang Yiran Pang Yanbin Lin 18 30 0 02 Dec 2023
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models Rob Grzywinski Joshua DÁrcy Rob Naidoff Ashish Shukla Alex Browne Ren Gibbons Brinnae Bent 24 0 0 27 Nov 2023
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 51 14 0 27 Nov 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 29 8 0 22 Nov 2023
Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting Daphne van Zandvoort Laura Wiersema Tom Huibers S. Dulmen S. Brinkkemper LM&MA MedIm 28 7 0 22 Nov 2023
Meta Prompting for AI Systems Yifan Zhang Yang Yuan Andrew Chi-Chih Yao LLMAG LRM 29 5 0 20 Nov 2023
Zero-Shot Question Answering over Financial Documents using Large Language Models Karmvir Singh Phogat Chetan Harsha Sridhar Dasaratha Shashishekar Ramakrishna Sai Akhil Puranam 30 6 0 19 Nov 2023
To be or not to be? an exploration of continuously controllable prompt engineering Yuhan Sun Mukai Li Yixin Cao Kun Wang Wenxiao Wang Xingyu Zeng Rui Zhao LLMAG 34 2 0 16 Nov 2023
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification Yaxin Zhu Hamed Zamani 46 3 0 16 Nov 2023
Automatic Engineering of Long Prompts Cho-Jui Hsieh Si Si Felix X. Yu Inderjit S. Dhillon VLM 27 8 0 16 Nov 2023
Auto-ICL: In-Context Learning without Human Supervision Jinghan Yang Shuming Ma Furu Wei 34 9 0 15 Nov 2023
Are Large Language Models Temporally Grounded? Yifu Qiu Zheng Zhao Yftah Ziser Anna Korhonen Edoardo Ponti Shay B. Cohen LRM 14 8 0 14 Nov 2023
Anti-LM Decoding for Zero-shot In-context Machine Translation Suzanna Sia Alexandra DeLucia Kevin Duh 41 2 0 14 Nov 2023
Extrinsically-Focused Evaluation of Omissions in Medical Summarization Elliot Schumacher Daniel Rosenthal Varun Nair Luladay Price Geoffrey Tso Anitha Kannan 19 2 0 14 Nov 2023
Understanding Users' Dissatisfaction with ChatGPT Responses: Types, Resolving Tactics, and the Effect of Knowledge Level Yoonsu Kim Jueon Lee Seoyoung Kim Jaehyuk Park Juho Kim 44 37 0 13 Nov 2023
How are Prompts Different in Terms of Sensitivity? Sheng Lu Hendrik Schuff Iryna Gurevych 40 18 0 13 Nov 2023
Understanding Practices around Computational News Discovery Tools in the Domain of Science Journalism Sachita Nishal J. Sinchai Nicholas Diakopoulos 28 12 0 12 Nov 2023
Translating Legalese: Enhancing Public Understanding of Court Opinions with Legal Summarizers Elliott Ash Aniket Kesari Suresh Naidu Lena Song Dominik Stammbach ELM 27 5 0 11 Nov 2023
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking Lefteris Loukas Ilias Stogiannidis Odysseas Diamantopoulos Prodromos Malakasiotis Stavros Vassos 12 45 0 10 Nov 2023
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 41 19 0 10 Nov 2023
Prompt Engineering a Prompt Engineer Qinyuan Ye Maxamed Axmed Reid Pryzant Fereshte Khani VLM LLMAG LRM 32 28 0 09 Nov 2023