OptiSeq: Ordering Examples On-The-Fly for In-Context Learning

Authors: Bhope, Rahul Atul, Venkateswaran, Praveen, Jayaram, K. R., Isahagian, Vatche, Muthusamy, Vinod, Venkatasubramanian, Nalini

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Performance

Access URL: http://arxiv.org/abs/2501.15030

FedGen: Generalizable Federated Learning for Sequential Data

Authors: Venkateswaran, Praveen, Isahagian, Vatche, Muthusamy, Vinod, Venkatasubramanian, Nalini

Source: 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) CLOUD Cloud Computing (CLOUD), 2023 IEEE 16th International Conference on. :308-318 Jul, 2023

Relation: 2023 IEEE 16th International Conference on Cloud Computing (CLOUD)

TaskDiff: A Similarity Metric for Task-Oriented Conversations

Authors: Bhaumik, Ankita, Venkateswaran, Praveen, Rizk, Yara, Isahagian, Vatche

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2310.15298

ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks

Authors: Kumar, Ritesh, Goyal, Saurabh, Verma, Ashish, Isahagian, Vatche

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2310.02372

LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs

Authors: Raza, Ali, Zhang, Zongshun, Akhtar, Nabeel, Isahagian, Vatche, Matta, Ibrahim

Source: 2021 IEEE International Conference on Cloud Engineering (IC2E) IC2E Cloud Engineering (IC2E), 2021 IEEE International Conference on. :136-146 Oct, 2021

Relation: 2021 IEEE International Conference on Cloud Engineering (IC2E)

DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning

Authors: Venkateswaran, Praveen, Duesterwald, Evelyn, Isahagian, Vatche

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2212.02851

FedGen: Generalizable Federated Learning for Sequential Data

Authors: Venkateswaran, Praveen, Isahagian, Vatche, Muthusamy, Vinod, Venkatasubramanian, Nalini

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2211.01914

Bootstrapping Natural Language Querying on Process Automation Data

Authors: Han, Xue, Hu, Lianxue, Sen, Jaydeep, Dang, Yabin, Gao, Buyu, Isahagian, Vatche, Lei, Chuan, Efthymiou, Vasilis, Ozcan, Fatma, Quamar, Abdul, Huang, Ziming, Muthusamy, Vinod

Source: 2020 IEEE International Conference on Services Computing (SCC) SCC Services Computing (SCC), 2020 IEEE International Conference on. :170-177 Nov, 2020

Relation: 2020 IEEE International Conference on Services Computing (SCC)

A Case for Business Process-Specific Foundation Models

Authors: Rizk, Yara, Venkateswaran, Praveen, Isahagian, Vatche, Muthusamy, Vinod

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2210.14739

Hybrid Serverless Computing: Opportunities and Challenges

Authors: Castro, Paul, Isahagian, Vatche, Muthusamy, Vinod, Slominski, Aleksander

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2208.04213

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language

Authors: Desmond, Michael, Duesterwald, Evelyn, Isahagian, Vatche, Muthusamy, Vinod

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2207.10648

Natural Language Sentence Generation from API Specifications

Authors: Huo, Siyu, Mukherjee, Kushal, Bandlamudi, Jayachandu, Isahagian, Vatche, Muthusamy, Vinod, Rizk, Yara

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2206.06868

Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints

Authors: Nguyen, Phuong, Isahagian, Vatche, Muthusamy, Vinod, Slominski, Aleksander

Source: 2020 IEEE International Conference on Services Computing (SCC) SCC Services Computing (SCC), 2020 IEEE International Conference on. :466-468 Nov, 2020

Relation: 2020 IEEE International Conference on Services Computing (SCC)

The Future of Computing is Boring (and that is exciting!)

Authors: Slominski, Aleksander, Muthusamy, Vinod, Isahagian, Vatche

Source: 2019 IEEE International Conference on Cloud Engineering (IC2E) IC2E Cloud Engineering (IC2E), 2019 IEEE International Conference on. :97-101 Jun, 2019

Relation: 2019 IEEE International Conference on Cloud Engineering (IC2E)

Extending LIME for Business Process Automation

Authors: Upadhyay, Sohini, Isahagian, Vatche, Muthusamy, Vinod, Rizk, Yara

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2108.04371

From Robotic Process Automation to Intelligent Process Automation: Emerging Trends

Authors: Chakraborti, Tathagata, Isahagian, Vatche, Khalaf, Rania, Khazaeni, Yasaman, Muthusamy, Vinod, Rizk, Yara, Unuvar, Merve

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2007.13257

A Conversational Digital Assistant for Intelligent Process Automation

Authors: Rizk, Yara, Isahagian, Vatche, Boag, Scott, Khazaeni, Yasaman, Unuvar, Merve, Muthusamy, Vinod, Khalaf, Rania

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2007.13256

A Snooze-less User-Aware Notification System for Proactive Conversational Agents

Authors: Rizk, Yara, Isahagian, Vatche, Unuvar, Merve, Khazaeni, Yasaman

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2003.02097

A Unified Conversational Assistant Framework for Business Process Automation

Authors: Rizk, Yara, Bhandwalder, Abhishek, Boag, Scott, Chakraborti, Tathagata, Isahagian, Vatche, Khazaeni, Yasaman, Pollock, Falk, Unuvar, Merve

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2001.03543

Configuration and Placement of Serverless Applications Using Statistical Learning

Authors: Raza, Ali, Akhtar, Nabeel, Isahagian, Vatche, Matta, Ibrahim, Huang, Lei

Source: IEEE transactions on network and service management. 20(2):1065-1077

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100186359151.0x000001&indx=1&recIds=ETOCvdc_100186359151.0x000001