AI Agent

FlowMind: Automatic Workflow Generation with LLMs

Zhen Zeng, William Watson, Nicole Cho, Saba Rahimi, Shayleen Reynolds, Tucker Balch, Manuela Veloso

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.CL

Comments Published in ACM ICAIF 2023

Learning Service Selection Decision Making Behaviors During Scientific Workflow Development

Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.LG、cs.SE

Comments 14 pages, 8 figures. arXiv admin note: text overlap with arXiv:2205.11771

VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding

Chris Kelly, Luhui Hu, Jiayin Hu, Yu Tian, Deshun Yang, Bang Yang, Cindy Yang, Zihao Li, Zaoshan Huang, Yuexian Zou

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments 12 pages, 7 figures, pending conference

Couler: Unified Machine Learning Workflow Optimization in Cloud

Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jingji Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Agent Alignment in Evolving Social Norms

Shimin Li, Tianxiang Sun, Qinyuan Cheng, Xipeng Qiu

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments Work in progress

Multi-Step Dialogue Workflow Action Prediction

Ramya Ramakrishnan, Ethan R. Elenberg, Hashan Narangodage, Ryan McDonald

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.CL

HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent

Weijie Xu, Zicheng Huang, Wenxiang Hu, Xi Fang, Rajesh Kumar Cherukuri, Naumaan Nayyar, Lorenzo Malandri, Srinivasan H. Sengamedu

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments 13 pages, 9 figures

Journal ref EACL 2024

Workflow-Guided Response Generation for Task-Oriented Dialogue

Do June Min, Paloma Sodhi, Ramya Ramakrishnan

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.CL

Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Junxiao Shen, John J. Dudley, Jingyao Zheng, Bill Byrne, Per Ola Kristensson

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.CL

AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions

Son Quoc Tran, Gia-Huy Do, Phong Nguyen-Thuan Do, Matt Kretchmar, Xinya Du

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments 16 pages, 10 tables, 3 figures

Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent Ensembles

Nicole Merkle, Ralf Mikut

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments 30 pages, 11 figures, 9 tables, 3 listings, Re-submitted to Semantic Web Journal, Currently, under review

Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability

Renan Souza, Tyler J. Skluzacek, Sean R. Wilkinson, Maxim Ziatdinov, Rafael Ferreira da Silva

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 5 figures, 2 Listings, 42 references, Paper accepted at IEEE eScience'23

Journal ref 19th IEEE International Conference on e-Science (eScience) 2023 - Limassol, Cyprus

Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information

Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments ICML 2023

Towards trustworthy seizure onset detection using workflow notes

Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel Rubin

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?

Arnaud Huaulmé, Kanako Harada, Quang-Minh Nguyen, Bogyu Park, Seungbum Hong, Min-Kook Choi, Michael Peven, Yunshuang Li, Yonghao Long, Qi Dou, Satyadwyoom Kumar, Seenivasan Lalithkumar, Ren Hongliang, Hiroki Matsuzaki, Yuto Ishikawa, Yuriko Harai, Satoshi Kondo, Mamoru Mitsuishi, Pierre Jannin

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Comments Challenge report doi.org/10.1016/j.cmpb.2023.107561

Journal ref Computer Methods and Programs in Biomedicine, Volume 236, 2023

A new Potential-Based Reward Shaping for Reinforcement Learning Agent

Babak Badnava, Mona Esmaeili, Nasser Mozayani, Payman Zarkesh-Ha

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model

Rafael F. Reale, Joberto S. B. Martins

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments 2022 International Conference on Computational Science and Computational Intelligence (CSCI), 7 pages, 4 figures

Machine Learning Workflow to Explain Black-box Models for Early Alzheimer's Disease Classification Evaluated for Multiple Datasets

Louise Bloch, Christoph M. Friedrich

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Journal ref SN Computer Science 3 (6) (2022)

Towards Automated Process Planning and Mining

Peter Fettke, Alexander Rombach

专题命中 工作流自动化 ：planning(title,abstract)；分类 cs.AI、cs.SE

Comments Accepted at Workshop "Process Management in the AI era (PMAI)" @ IJCAI-ECAI 2022

Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition

Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.LG、cs.SE

Comments 10 pages, 15 figures, 1 table

Agent Spaces

John C. Raisbeck, Matthew W. Allen, Hakho Lee

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments 40 pages, 1 figure

Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging

Gusseppe Bravo-Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction

Helge Spieker

专题命中 工作流自动化 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments IJCNN 2021

Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks

Andreas Wachter, Werner Nahm

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Comments Submitted to Medical Image Analysis

Workflow Provenance in the Lifecycle of Scientific Machine Learning

Renan Souza, Leonardo G. Azevedo, Vítor Lourenço, Elton Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Marcio Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Comments 21 pages, 10 figures, text overlap with arXiv:1910.04223, a workshop paper being extended in this journal paper

Journal ref Concurrency Computation Practice Experience. 2021;e6544

Improving Editorial Workflow and Metadata Quality at Springer Nature

Angelo A. Salatino, Francesco Osborne, Aliaksandr Birukou, Enrico Motta

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.LG

Comments In: The Semantic Web - ISWC 2019. Lecture Notes in Computer Science, vol 11779. Springer, Cham

Widening the Dialogue Workflow Modeling Bottleneck in Ontology-Based Personal Assistants

Michael Wessel, Edgar Kalns, Girish Acharya, Andreas Kathol

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.CL

Comments 7 pages, 4 figures, 1 table

A hybrid classical-quantum workflow for natural language processing

Lee J. O'Riordan, Myles Doyle, Fabio Baruffa, Venkatesh Kannan

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.CL、cs.LG

Comments For associated code, see https://github.com/ICHEC/QNLP

A Workflow Manager for Complex NLP and Content Curation Pipelines

Julián Moreno-Schneider, Peter Bourgonje, Florian Kintzel, Georg Rehm

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.CL、cs.SE

Comments Proceedings of the 1st International Workshop on Language Technology Platforms (IWLTP 2020). To appear

Workflow Automation for Cyber Physical System Development Processes

Charles Hartsell, Nagabhushan Mahadevan, Harmon Nine, Ted Bapty, Abhishek Dubey, Gabor Karsai

专题命中 工作流自动化 ：workflow(title,abstract)；分类 cs.AI、cs.SE

Comments Accepted for Publication at DESTION 2020