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How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models
3 September 2022
Hai Dang
Lukas Mecke
Florian Lehmann
Sven Goller
Daniel Buschek
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Papers citing
"How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models"
47 / 47 papers shown
Title
Automated Meta Prompt Engineering for Alignment with the Theory of Mind
Aaron Baughman
Rahul Agarwal
Eduardo Morales
Gozde Akay
23
0
0
13 May 2025
Actionable AI: Enabling Non Experts to Understand and Configure AI Systems
Cécile Boulard
Sruthi Viswanathan
Wanda Fey
Thierry Jacquin
36
0
0
09 Mar 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts
Dhia Elhaq Rzig
Dhruba Jyoti Paul
Kaiser Pister
Jordan Henkel
Foyzul Hassan
75
0
0
21 Jan 2025
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking
Dina Pisarevskaya
Arkaitz Zubiaga
48
0
0
18 Jan 2025
Can Large Language Models Reason about the Region Connection Calculus?
Anthony G Cohn
Robert E Blackwell
LRM
62
2
0
29 Nov 2024
Interaction Design with Generative AI: An Empirical Study of Emerging Strategies Across the Four Phases of Design
Marie Muehlhaus
Jürgen Steimle
28
0
0
04 Nov 2024
Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases
Anna Glazkova
Dmitry A. Morozov
Timur Garipov
28
0
0
23 Oct 2024
Offline Evaluation of Set-Based Text-to-Image Generation
Negar Arabzadeh
Fernando Diaz
Junfeng He
EGVM
32
0
0
22 Oct 2024
Task-oriented Prompt Enhancement via Script Generation
Chung-Yu Wang
Alireza DaghighFarsoodeh
Hung Viet Pham
LRM
37
0
0
24 Sep 2024
Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity
Chung-Yu Wang
Alireza DaghighFarsoodeh
Hung Viet Pham
29
0
0
24 Sep 2024
The Effect of Education in Prompt Engineering: Evidence from Journalists
Amirsiavosh Bashardoust
Yuanjun Feng
Dominique Geissler
Stefan Feuerriegel
Y. Shrestha
39
0
0
18 Sep 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims
Yu Fu
Shunan Guo
Jane Hoffswell
Victor S. Bursztyn
Ryan A. Rossi
J. Stasko
26
2
0
16 Sep 2024
Large Language Model Agents for Improving Engagement with Behavior Change Interventions: Application to Digital Mindfulness
Harsh Kumar
Suhyeon Yoo
Angela M. Zavaleta Bernuy
Jiakai Shi
Huayin Luo
Joseph Jay Williams
Anastasia Kuzminykh
Ashton Anderson
Rachel Kornfield
40
1
0
03 Jul 2024
When Search Engine Services meet Large Language Models: Visions and Challenges
Haoyi Xiong
Jiang Bian
Yuchen Li
Xuhong Li
Mengnan Du
Shuaiqiang Wang
Dawei Yin
Sumi Helal
53
28
0
28 Jun 2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
Robert Wolfe
Isaac Slaughter
Bin Han
Bingbing Wen
Yiwei Yang
...
Bernease Herman
E. Brown
Zening Qu
Nicholas Weber
Bill Howe
35
4
0
27 May 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples
Lihang Pan
Yuxuan Li
Chun Yu
Yuanchun Shi
LLMAG
38
1
0
24 Apr 2024
Large Language Models Meet User Interfaces: The Case of Provisioning Feedback
Stanislav Pozdniakov
Jonathan Brazil
Solmaz Abdi
Aneesha Bakharia
Shazia Sadiq
D. Gašević
Paul Denny
Hassan Khosravi
ELM
32
15
0
17 Apr 2024
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration
Jie Ying Gao
Simret Araya Gebreegziabher
K. T. W. Choo
T. Li
S. Perrault
Thomas W. Malone
31
30
0
30 Mar 2024
Exploring Prompt Engineering Practices in the Enterprise
Michael Desmond
Michelle Brachman
40
10
0
13 Mar 2024
How People Prompt to Create Interactive VR Scenes
Setareh Aghel Manesh
Tianyi Zhang
Yuki Onishi
Kotaro Hara
Scott Bateman
Jiannan Li
Anthony Tang
26
12
0
16 Feb 2024
Vision-Based Hand Gesture Customization from a Single Demonstration
Soroush Shahi
Cori Tymoszek Park
Richard Kang
Asaf Liberman
Oron Levy
Jun Gong
Abdelkareem Bedri
Gierad Laput
19
2
0
13 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT
Anna Bodonhelyi
Efe Bozkir
Shuo Yang
Enkelejda Kasneci
Gjergji Kasneci
ELM
AI4MH
31
16
0
03 Feb 2024
Bringing Generative AI to Adaptive Learning in Education
Hang Li
Tianlong Xu
Chaoli Zhang
Eason Chen
Jing Liang
Xing Fan
Haoyang Li
Jiliang Tang
Qingsong Wen
40
20
0
02 Feb 2024
AutoTask: Executing Arbitrary Voice Commands by Exploring and Learning from Mobile GUI
Lihang Pan
Bowen Wang
Chun Yu
Yuxuan Chen
Xiangyu Zhang
Yuanchun Shi
21
3
0
26 Dec 2023
The Metacognitive Demands and Opportunities of Generative AI
Lev Tankelevitch
Viktor Kewenig
Auste Simkute
A. E. Scott
Advait Sarkar
Abigail Sellen
Sean Rintel
AI4CE
28
96
0
18 Dec 2023
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape
Timothy R. McIntosh
Teo Susnjak
Tong Liu
Paul Watters
Malka N. Halgamuge
83
46
0
18 Dec 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
34
37
0
13 Nov 2023
CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent
Yiren Liu
Si Chen
Haocong Cheng
Mengxia Yu
Xiao Ran
Andrew Mo
Yiliu Tang
Yun Huang
LLMAG
33
45
0
09 Oct 2023
"Mango Mango, How to Let The Lettuce Dry Without A Spinner?'': Exploring User Perceptions of Using An LLM-Based Conversational Assistant Toward Cooking Partner
Szeyi Chan
Jiachen Li
Bingsheng Yao
Amama Mahmood
Chien-Ming Huang
Holly Jimison
Elizabeth D. Mynatt
Dakuo Wang
31
10
0
09 Oct 2023
DirectGPT: A Direct Manipulation Interface to Interact with Large Language Models
Damien Masson
Sylvain Malacria
Géry Casiez
Daniel Vogel
AI4CE
KELM
MLLM
23
34
0
05 Oct 2023
An Evaluation of ChatGPT-4's Qualitative Spatial Reasoning Capabilities in RCC-8
Anthony G Cohn
LRM
19
9
0
27 Sep 2023
Large Language Models Are Also Good Prototypical Commonsense Reasoners
Chenin Li
Qianglong Chen
Yin Zhang
Yifei Zhang
Hongxiang Yao
ReLM
LRM
ELM
19
0
0
22 Sep 2023
Rehearsal: Simulating Conflict to Teach Conflict Resolution
Omar Shaikh
Valentino Chai
Michele J. Gelfand
Diyi Yang
Michael S. Bernstein
16
54
0
21 Sep 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Xuhai Xu
Bingsheng Yao
Yu Dong
Saadia Gabriel
Hongfeng Yu
James A. Hendler
Marzyeh Ghassemi
A. Dey
Dakuo Wang
LM&MA
CLL
AI4MH
45
64
0
26 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
24
27
0
20 Jul 2023
Cases of EFL Secondary Students' Prompt Engineering Pathways to Complete a Writing Task with ChatGPT
David James Woo
Kai Guo
Hengky Susanto
19
3
0
19 Jun 2023
Exploring EFL students' prompt engineering in human-AI story writing: an Activity Theory perspective
David James Woo
Kai Guo
Hengky Susanto
20
7
0
01 Jun 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering
J. Oppenlaender
Rhema Linder
Johanna M. Silvennoinen
19
73
0
13 Mar 2023
Trash to Treasure: Using text-to-image models to inform the design of physical artefacts
Amy Smith
Hope Schroeder
Ziv Epstein
Michael Cook
S. Colton
A. Lippman
DiffM
36
5
0
01 Feb 2023
Enabling Conversational Interaction with Mobile UI using Large Language Models
Bryan Wang
Gang Li
Yang Li
175
132
0
18 Sep 2022
Understanding EFL Student Idea Generation Strategies for Creative Writing with NLG Tools
David James Woo
Yanzhi Wang
Hengky Susanto
Kai Guo
12
11
0
04 Jun 2022
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets
Ann Yuan
Daphne Ippolito
Vitaly Nikolaev
Chris Callison-Burch
Andy Coenen
Sebastian Gehrmann
SyDa
104
20
0
11 Nov 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization
Victor Sanh
Albert Webson
Colin Raffel
Stephen H. Bach
Lintang Sutawika
...
T. Bers
Stella Biderman
Leo Gao
Thomas Wolf
Alexander M. Rush
LRM
213
1,656
0
15 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
Yao Lu
Max Bartolo
Alastair Moore
Sebastian Riedel
Pontus Stenetorp
AILaw
LRM
279
1,120
0
18 Apr 2021
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
255
4,777
0
24 Feb 2021
What Makes Good In-Context Examples for GPT-
3
3
3
?
Jiachang Liu
Dinghan Shen
Yizhe Zhang
Bill Dolan
Lawrence Carin
Weizhu Chen
AAML
RALM
275
1,312
0
17 Jan 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Timo Schick
Hinrich Schütze
258
1,587
0
21 Jan 2020
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