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2406.13264
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Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks
19 June 2024
Michael Wornow
A. Narayan
Ben T Viggiano
Ishan S. Khare
Tathagat Verma
Tibor Thompson
Miguel Angel Fuentes Hernandez
Sudharsan Sundar
Chloe Trujillo
Krrish Chawla
Rongfei Lu
Justin Shen
Divya Nagaraj
Joshua Martinez
Vardhan Agrawal
Althea Hudson
N. Shah
Christopher Ré
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Papers citing
"Do Multimodal Foundation Models Understand Enterprise Workflows? A Benchmark for Business Process Management Tasks"
10 / 10 papers shown
Title
OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web
Raghav Kapoor
Y. Butala
M. Russak
Jing Yu Koh
Kiran Kamble
Waseem Alshikh
Ruslan Salakhutdinov
LLMAG
51
44
0
27 Feb 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
Zhiyong Wu
Chengcheng Han
Zichen Ding
Zhenmin Weng
Zhoumianze Liu
Shunyu Yao
Tao Yu
Lingpeng Kong
LLMAG
LM&Ro
113
83
0
12 Feb 2024
UFO: A UI-Focused Agent for Windows OS Interaction
Chaoyun Zhang
Liqun Li
Shilin He
Xu Zhang
Bo Qiao
...
Yu Kang
Qingwei Lin
Saravan Rajmohan
Dongmei Zhang
Qi Zhang
LLMAG
58
65
0
08 Feb 2024
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Gilles Baechler
Srinivas Sunkara
Maria Wang
Fedir Zubach
Hassan Mansoor
Vincent Etter
Victor Carbune
Jason Lin
Jindong Chen
Abhanshu Sharma
112
47
0
07 Feb 2024
CogAgent: A Visual Language Model for GUI Agents
Wenyi Hong
Weihan Wang
Qingsong Lv
Jiazheng Xu
Wenmeng Yu
...
Juanzi Li
Bin Xu
Yuxiao Dong
Ming Ding
Jie Tang
MLLM
137
310
0
14 Dec 2023
Can Large Language Models Be an Alternative to Human Evaluations?
Cheng-Han Chiang
Hung-yi Lee
ALM
LM&MA
206
559
0
03 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao
Jeffrey Zhao
Dian Yu
Nan Du
Izhak Shafran
Karthik Narasimhan
Yuan Cao
LLMAG
ReLM
LRM
223
2,413
0
06 Oct 2022
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
301
11,730
0
04 Mar 2022
AI-Augmented Business Process Management Systems: A Research Manifesto
Marlon Dumas
Fabiana Fournier
Lior Limonad
Andrea Marrella
Marco Montali
...
Dirk Fahland
A. Gal
M. Rosa
Hagen Volzer
Ingo Weber
49
73
0
30 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
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