Venkateswaran, Praveen

1. Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
   2024/06/27 by Ibrahim Abdelaziz, Abdelaziz, Ibrahim, Kinjal Basu +49 · 9 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
2. Spotlight Your Instructions: Instruction-following with Dynamic Attention Steering
   2025/05/17 by Venkateswaran, Praveen, Contractor, Danish · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning
   2022/12/06 by Praveen Venkateswaran, Evelyn Duesterwald, Venkateswaran, Praveen +3 · 2 citations
   Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
4. A Case for Business Process-Specific Foundation Models
   2022/10/26 by Yara Rizk, Praveen Venkateswaran, Rizk, Yara +5 · 1 citation
   Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Data Quality and Management #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Semantic Web and Ontologies
5. OptiSeq: Ordering Examples On-The-Fly for In-Context Learning
   2025/01/25 by Rahul Atul Bhope, Praveen Venkateswaran, Bhope, Rahul Atul +9 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Neural Networks and Applications #Performance (cs.PF)
6. TaskDiff: A Similarity Metric for Task-Oriented Conversations
   2023/10/23 by Bhaumik, Ankita, Venkateswaran, Praveen, Rizk, Yara +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. KCIF: Knowledge-Conditioned Instruction Following
   2024/10/16 by Murthy, Rudra, Venkateswaran, Praveen, Kumar, Prince +1 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences