FedGen: Generalizable Federated Learning for Sequential DataPraveen VenkateswaranVatche Isahagianet al.2023CLOUD 2023
Who Knows The Answer? Finding the Best Model And Prompt For Each Query Using Confidence-Based SearchWalter GerychYara Rizket al.2024AAAI 2024
Environment Agnostic Invariant Risk Minimization for Classification of Sequential DatasetsPraveen VenkateswaranVinod Muthusamyet al.2021KDD 2021
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular TasksIbrahim AbdelazizKinjal Basuet al.2024EMNLP 2024
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context TuningPraveen VenkateswaranEvelyn Duesterwaldet al.2023EMNLP 2023
TaskDiff: A Similarity Metric for Task-Oriented ConversationsAnkita BhaumikPraveen Venkateswaranet al.2023EMNLP 2023
T2C: A Multi-User System for Deploying DNNs in a Thing-to-Cloud ContinuumChia-Ying HsiehPraveen Venkateswaranet al.2022MSN 2022
Can You Teach Robotic Process Automation Bots New Tricks?Yara RizkPraveen Venkateswaranet al.2022BPM 2022
A Case for Business Process-Specific Foundation ModelsYara RizkPraveen Venkateswaranet al.2023BPM 2023
Towards Continual Learning in Interactive Digital Assistants for Process AutomationPraveen VenkateswaranVinod Muthusamyet al.2022IJCAI 2022