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
Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset Zhixuan Liu Y. Shin Beverley-Claire Okogwu Youngsik Yun Lia Coleman Peter Schaldenbrand Jihie Kim Jean Oh 25 11 0 28 Jan 2023
On the Design of AI-powered Code Assistants for Notebooks A. Mcnutt Chenglong Wang R. Deline Steven Drucker 26 79 0 26 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 27 275 0 17 Jan 2023
A Case Study in Engineering a Conversational Programming Assistant's Persona Steven I. Ross Michael J. Muller Fernando Martinez Stephanie Houde Justin D. Weisz 38 6 0 13 Jan 2023
Toward General Design Principles for Generative AI Applications Justin D. Weisz Michael J. Muller Jessica He Stephanie Houde AI4CE 29 53 0 13 Jan 2023
In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models Yukun Huang Yanda Chen Zhou Yu Kathleen McKeown 27 30 0 20 Dec 2022
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models E. Razumovskaia Joshua Maynez Annie Louis Mirella Lapata Shashi Narayan LRM 22 5 0 20 Dec 2022
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations Xinxi Lyu Sewon Min Iz Beltagy Luke Zettlemoyer Hannaneh Hajishirzi VLM 22 62 0 19 Dec 2022
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer Kangchen Zhu Zhiliang Tian Ruifeng Luo Xiaoguang Mao OOD 18 3 0 19 Dec 2022
Optimizing Prompts for Text-to-Image Generation Y. Hao Zewen Chi Li Dong Furu Wei 50 140 0 19 Dec 2022
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Frobe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 42 16 0 14 Dec 2022
Prompting Is Programming: A Query Language for Large Language Models Luca Beurer-Kellner Marc Fischer Martin Vechev LRM 48 95 0 12 Dec 2022
Validating Large Language Models with ReLM Michael Kuchnik Virginia Smith George Amvrosiadis 36 27 0 21 Nov 2022
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 27 154 0 16 Nov 2022
Debiasing Methods for Fairer Neural Models in Vision and Language Research: A Survey Otávio Parraga Martin D. Móre C. M. Oliveira Nathan Gavenski L. S. Kupssinskü Adilson Medronha L. V. Moura Gabriel S. Simões Rodrigo C. Barros 45 11 0 10 Nov 2022
A General Purpose Neural Architecture for Geospatial Systems Nasim Rahaman Martin Weiss Frederik Trauble Francesco Locatello Alexandre Lacoste Yoshua Bengio C. Pal Li Erran Li Bernhard Schölkopf AI4TS AI4CE 27 5 0 04 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 21 834 0 03 Nov 2022
Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Language Paul Denny Viraj Kumar Nasser Giacaman 13 235 0 27 Oct 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 41 288 0 26 Oct 2022
Piloting Copilot and Codex: Hot Temperature, Cold Prompts, or Black Magic? Jean-Baptiste Döderlein M. Acher D. Khelladi B. Combemale 34 33 0 26 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 33 118 0 20 Oct 2022
TabLLM: Few-shot Classification of Tabular Data with Large Language Models S. Hegselmann Alejandro Buendia Hunter Lang Monica Agrawal Xiaoyi Jiang David Sontag LMTD 55 213 0 19 Oct 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests Guanqun Yang Mirazul Haque Qiaochu Song Wei Yang Xueqing Liu ELM 34 0 0 14 Oct 2022
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values Yejin Bang Tiezheng Yu Andrea Madotto Zhaojiang Lin Mona T. Diab Pascale Fung 27 13 0 14 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 37 6 0 13 Oct 2022
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting Oscar Manas Pau Rodríguez López Saba Ahmadi Aida Nematzadeh Yash Goyal Aishwarya Agrawal VLM VPVLM 18 48 0 13 Oct 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models S. Kwon Jeonghoon Kim Jeongin Bae Kang Min Yoo Jin-Hwa Kim Baeseong Park Byeongwook Kim Jung-Woo Ha Nako Sung Dongsoo Lee MQ 29 30 0 08 Oct 2022
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models David Wingate M. Shoeybi Taylor Sorensen 32 67 0 06 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 39 2 0 06 Oct 2022
Dancing with the Unexpected and Beyond: The Use of AI Assistance in Design Fiction Creation Yiying Wu Yunye Yu Pengcheng An 28 4 0 03 Oct 2022
Best Prompts for Text-to-Image Models and How to Find Them Nikita Pavlichenko Dmitry Ustalov DiffM 22 58 0 23 Sep 2022
Exploring The Design of Prompts For Applying GPT-3 based Chatbots: A Mental Wellbeing Case Study on Mechanical Turk Harsh Kumar Ilya Musabirov Jiakai Shi Adele Lauzon Kwan Kiu Choy Ofek Gross Dana Kulzhabayeva Joseph Jay Williams LLMAG 34 35 0 22 Sep 2022
A Few-shot Approach to Resume Information Extraction via Prompts Chengguang Gan Tatsunori Mori 30 9 0 20 Sep 2022
Enabling Conversational Interaction with Mobile UI using Large Language Models Bryan Wang Gang Li Yang Li 181 132 0 18 Sep 2022
Improving Language Model Prompting in Support of Semi-autonomous Task Learning James R. Kirk R. Wray Peter Lindes John E. Laird LRM 30 10 0 13 Sep 2022
AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation Yi Ma Huan Yang Bei Liu Jianlong Fu Jiaying Liu DiffM MLLM 19 10 0 07 Sep 2022
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 25 45 0 23 Aug 2022
Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks James R. Kirk R. Wray Peter Lindes John E. Laird 27 8 0 19 Aug 2022
Targeted Honeyword Generation with Language Models Fang Yu Miguel Vargas Martin 36 5 0 15 Aug 2022
Interactive Code Generation via Test-Driven User-Intent Formalization Shuvendu K. Lahiri Sarah Fakhoury Aaditya Naik Georgios Sakkas Saikat Chakraborty ... Piali Choudhury Curtis von Veh J. Inala Chenglong Wang Jianfeng Gao 24 63 0 11 Aug 2022
LAD: Language Models as Data for Zero-Shot Dialog Shikib Mehri Yasemin Altun M. Eskénazi 22 25 0 28 Jul 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
Repository-Level Prompt Generation for Large Language Models of Code Disha Shrivastava Hugo Larochelle Daniel Tarlow 28 137 0 26 Jun 2022
Behavior Transformers: Cloning $k$ modes with one stone Nur Muhammad (Mahi) Shafiullah Zichen Jeff Cui Ariuntuya Altanzaya Lerrel Pinto OffRL 28 223 0 22 Jun 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 252 443 0 21 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 84 2,354 0 15 Jun 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks Tuan Dinh Yuchen Zeng Ruisu Zhang Ziqian Lin Michael Gira Shashank Rajput Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee LMTD 45 127 0 14 Jun 2022
Building a Personalized Dialogue System with Prompt-Tuning Tomohito Kasahara Daisuke Kawahara N. Tung Sheng Li K. Shinzato Toshinori Sato 17 19 0 11 Jun 2022
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jin Xu Xiaojiang Liu Jianhao Yan Deng Cai Huayang Li Jian Li 30 72 0 06 Jun 2022
Teaching Models to Express Their Uncertainty in Words Stephanie C. Lin Jacob Hilton Owain Evans OOD 35 366 0 28 May 2022