Shift Happens: Mixture of Experts based Continual Adaptation in Federated LearningRahul BhopeJayaram Kr Kallapalayam Radhakrishnanet al.2025Middleware 2025
OptiSeq: Ordering Examples On-The-Fly for In-Context LearningRahul BhopePraveen Venkateswaranet al.2025EMNLP 2025
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular TasksIbrahim AbdelazizKinjal Basuet al.2024EMNLP 2024
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based SearchWalter GerychYara Rizket al.2024AAAI 2024
TaskDiff: A Similarity Metric for Task-Oriented ConversationsAnkita BhaumikPraveen Venkateswaranet al.2023EMNLP 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context TuningPraveen VenkateswaranEvelyn Duesterwaldet al.2023EMNLP 2023
Towards large language model-based personal agents in the enterprise: Current trends and open problemsVinod MuthusamyYara Rizket al.2023EMNLP 2023
A Case for Business Process-Specific Foundation ModelsYara RizkPraveen Venkateswaranet al.2023BPM 2023
FedGen: Generalizable Federated Learning for Sequential DataPraveen VenkateswaranVatche Isahagianet al.2023CLOUD 2023