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12/06/2022
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning
Dialogue State Tracking (DST), a key component of task-oriented conversa...
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11/03/2022
FedGen: Generalizable Federated Learning
Existing federated learning models that follow the standard risk minimiz...
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10/26/2022
A Case for Business Process-Specific Foundation Models
The inception of large language models has helped advance state-of-the-a...
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08/08/2022
Hybrid Serverless Computing: Opportunities and Challenges
In recent years, there has been a surge in the adoption of serverless co...
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07/15/2022
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language
Most business process automation is still developed using traditional au...
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06/01/2022
Natural Language Sentence Generation from API Specifications
APIs are everywhere; they provide access to automation solutions that co...
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08/09/2021
Extending LIME for Business Process Automation
AI business process applications automate high-stakes business decisions...
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04/12/2021
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs
Function-as-a-Service (FaaS) has recently emerged to reduce the deployme...
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07/27/2020
From Robotic Process Automation to Intelligent Process Automation: Emerging Trends
In this survey, we study how recent advances in machine intelligence are...
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07/27/2020
A Conversational Digital Assistant for Intelligent Process Automation
Robotic process automation (RPA) has emerged as the leading approach to ...
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03/04/2020
A Snooze-less User-Aware Notification System for Proactive Conversational Agents
The ubiquity of smart phones and electronic devices has placed a wealth ...
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01/07/2020
