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Next Steps for Human-Centered Generative AI: A Technical Perspective

Next Steps for Human-Centered Generative AI: A Technical Perspective

27 June 2023
Xiang Ánthony' Chen
Jeff Burke
Andrea Colaço
Matthew K. Hong
Jennifer Jacobs
Philippe Laban
Dingzeyu Li
Nanyun Peng
Karl D. D. Willis
Chien-Sheng Wu
Bolei Zhou
    LLMAG
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Papers citing "Next Steps for Human-Centered Generative AI: A Technical Perspective"

28 / 28 papers shown
Title
Mapping the Mind of an Instruction-based Image Editing using SMILE
Mapping the Mind of an Instruction-based Image Editing using SMILE
Zeinab Dehghani
Koorosh Aslansefat
Adil Khan
Adín Ramirez Rivera
Franky George
Muhammad Khalid
DiffM
90
0
0
20 Dec 2024
OSINT Clinic: Co-designing AI-Augmented Collaborative OSINT
  Investigations for Vulnerability Assessment
OSINT Clinic: Co-designing AI-Augmented Collaborative OSINT Investigations for Vulnerability Assessment
Anirban Mukhopadhyay
Kurt Luther
33
0
0
18 Sep 2024
MemoVis: A GenAI-Powered Tool for Creating Companion Reference Images
  for 3D Design Feedback
MemoVis: A GenAI-Powered Tool for Creating Companion Reference Images for 3D Design Feedback
Chen Chen
Cuong Nguyen
Thibault Groueix
Vladimir G. Kim
Nadir Weibel
DiffM
34
3
0
09 Sep 2024
OmniActions: Predicting Digital Actions in Response to Real-World
  Multimodal Sensory Inputs with LLMs
OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs
Jiahao Nick Li
Yan Xu
Tovi Grossman
Stephanie Santosa
Michelle Li
44
13
0
06 May 2024
Ironies of Generative AI: Understanding and mitigating productivity loss
  in human-AI interactions
Ironies of Generative AI: Understanding and mitigating productivity loss in human-AI interactions
Auste Simkute
Lev Tankelevitch
Viktor Kewenig
A. E. Scott
Abigail Sellen
Sean Rintel
36
20
0
17 Feb 2024
GenLens: A Systematic Evaluation of Visual GenAI Model Outputs
GenLens: A Systematic Evaluation of Visual GenAI Model Outputs
Tica Lin
Hanspeter Pfister
Jui-Hsien Wang
ELM
18
1
0
06 Feb 2024
The Metacognitive Demands and Opportunities of Generative AI
The Metacognitive Demands and Opportunities of Generative AI
Lev Tankelevitch
Viktor Kewenig
Auste Simkute
A. E. Scott
Advait Sarkar
Abigail Sellen
Sean Rintel
AI4CE
38
98
0
18 Dec 2023
InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMs
InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMs
Zhongyi Zhou
Jing Jin
Vrushank Phadnis
Xiuxiu Yuan
Jun Jiang
...
A. Olwal
David Kim
Ram Iyengar
Na Li
Andrea Colaço
33
0
0
15 Dec 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk
  Domains
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains
Chia-Chien Hung
Wiem Ben-Rim
Lindsay Frost
Lars Bruckner
Carolin (Haas) Lawrence
AILaw
ALM
ELM
25
9
0
25 Nov 2023
The Value-Sensitive Conversational Agent Co-Design Framework
The Value-Sensitive Conversational Agent Co-Design Framework
Malak Sadek
Rafael A. Calvo
C. Mougenot
3DV
28
3
0
18 Oct 2023
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions
Jingyu Shi
Rahul Jain
Hyungjun Doh
Ryo Suzuki
Karthik Ramani
3DV
39
22
0
11 Oct 2023
DirectGPT: A Direct Manipulation Interface to Interact with Large
  Language Models
DirectGPT: A Direct Manipulation Interface to Interact with Large Language Models
Damien Masson
Sylvain Malacria
Géry Casiez
Daniel Vogel
AI4CE
KELM
MLLM
31
34
0
05 Oct 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
Philippe Laban
Jesse Vig
Marti A. Hearst
Caiming Xiong
Chien-Sheng Wu
KELM
34
27
0
27 Sep 2023
Art or Artifice? Large Language Models and the False Promise of
  Creativity
Art or Artifice? Large Language Models and the False Promise of Creativity
Tuhin Chakrabarty
Philippe Laban
Divyansh Agarwal
Smaranda Muresan
Chien-Sheng Wu
32
118
0
25 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM
  Interfaces
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces
Hariharan Subramonyam
Roy Pea
Christopher Pondoc
Maneesh Agrawala
Colleen M. Seifert
40
47
0
25 Sep 2023
Can LLM-Generated Misinformation Be Detected?
Can LLM-Generated Misinformation Be Detected?
Canyu Chen
Kai Shu
DeLMO
41
158
0
25 Sep 2023
Natural Language based Context Modeling and Reasoning for Ubiquitous
  Computing with Large Language Models: A Tutorial
Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial
Haoyi Xiong
Jiang Bian
Sijia Yang
Xiaofei Zhang
Linghe Kong
Daqing Zhang
LRM
LLMAG
35
5
0
24 Sep 2023
Shap-E: Generating Conditional 3D Implicit Functions
Shap-E: Generating Conditional 3D Implicit Functions
Heewoo Jun
Alex Nichol
DiffM
203
311
0
03 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
Jingfeng Yang
Hongye Jin
Ruixiang Tang
Xiaotian Han
Qizhang Feng
Haoming Jiang
Bing Yin
Xia Hu
LM&MA
139
629
0
26 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior
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
244
1,764
0
07 Apr 2023
Choice Over Control: How Users Write with Large Language Models using
  Diegetic and Non-Diegetic Prompting
Choice Over Control: How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting
Hai Dang
Sven Goller
Florian Lehmann
Daniel Buschek
AI4CE
96
73
0
06 Mar 2023
Training Language Models with Memory Augmentation
Training Language Models with Memory Augmentation
Zexuan Zhong
Tao Lei
Danqi Chen
RALM
249
128
0
25 May 2022
Are Akpans Trick or Treat: Unveiling Helpful Biases in Assistant Systems
Jiao Sun
Yu Hou
Jiin Kim
Nanyun Peng
56
1
0
25 May 2022
Toxicity Detection with Generative Prompt-based Inference
Toxicity Detection with Generative Prompt-based Inference
Yau-Shian Wang
Y. Chang
93
36
0
24 May 2022
Training language models to follow instructions with human feedback
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
372
12,081
0
04 Mar 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming
  Few-Shot Prompt Order Sensitivity
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
281
1,125
0
18 Apr 2021
Improving Factual Completeness and Consistency of Image-to-Text
  Radiology Report Generation
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation
Yasuhide Miura
Yuhao Zhang
Emily Bao Tsai
C. Langlotz
Dan Jurafsky
MedIm
160
157
0
20 Oct 2020
Learning a Probabilistic Latent Space of Object Shapes via 3D
  Generative-Adversarial Modeling
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
Jiajun Wu
Chengkai Zhang
Tianfan Xue
Bill Freeman
J. Tenenbaum
GAN
189
1,942
0
24 Oct 2016
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