Publications

[1] Rohit Sroch. 2021. Domain Adapted Abstractive Summarization of Dialogue using Transfer Learning. In 2021 4th International Conference on Algorithms, Computing and Artificial Intelligence (ACAI’21). Association for Computing Machinery, New York, NY, USA, Article 94, 1–6. https://doi.org/10.1145/3508546.3508640

[2] Moyan Mei and Rohit Sroch. 2022. SEAD: Simple Ensemble and Knowledge Distillation Framework for Natural Language Understanding. Lattice, The Machine Learning Journal by Association of Data Scientists 3, 1 (February 2022). https://adasci.org/lattice-volume-3-issue-1/sead-simple-ensemble-and-knowledge-distillation-framework-for-natural-language-understanding/

[3] Rohit Sroch. 2022. Course5 Discovery: An Augmented Analytics Platform Optimized using OpenVINO™ Execution Provider for ONNX Runtime with Cnvrg.io [White Paper]. Course5 Intelligence, Intel® AI Builders (June 2022). https://www.intel.com/content/dam/www/central-libraries/us/en/documents/2023-11/course5-discovery-platform-solution-brief.pdf

[4] Rohit Sroch, Dhiraj Patnaik and Jayachandran Ramachandran. 2022. NatSight: A framework for building domain agnostic Natural Language Interface to Databases for next-gen Augmented Analytics. 9th International Conference on Business Analytics and Intelligence, IIM Bangalore (BAI Conf’22), (December 2022). https://www.researchgate.net/publication/375057898_NatSight_A_framework_for_building_domain_agnostic_Natural_Language_Interface_to_Databases_for_next-gen_Augmented_Analytics

[5] Moyan Mei and Rohit Sroch. 2023. ESEAD: AN ENHANCED SIMPLE ENSEMBLE AND DISTILLATION FRAMEWORK FOR NATURAL LANGUAGE PROCESSING. In 2023 11th International Conference on Learning Representations (ICLR’23) [Under Review]. https://openreview.net/pdf?id=_omKGvXq0oX

[6] Rohit Sroch. 2024. DSPy: A Framework for Programming with LLMs [White Paper]. Course5 Intelligence, AI Labs @C5i.ai (June 2024). https://resources.c5i.ai/hubfs/Whitepaper/DSPy_A_Framework_for_Programming_with_LLMs.pdf

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