Avani Gupta

According to our database, Avani Gupta authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.

Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan, Ahmed Al-Mahrooqi, Avani Gupta, Muhammad Umar Salman, Gurpreet Gosal, Bhargav Kanakiya, Charles Chen, Natalia Vassilieva, Boulbaba Ben Amor, Marco AF Pimentel, Shadab Khan

CoRR, 2024

A survey on Concept-based Approaches For Model Improvement.

Avani Gupta, P. J. Narayanan

CoRR, 2024

Predicting Business Process Events in Presence of Anomalous IT Events.

Avani Gupta, Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement.

Avani Gupta, Saurabh Saini, P. J. Narayanan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning.

Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu

CoRR, 2022

Interpreting Intrinsic Image Decomposition using Concept Activations.

Avani Gupta, Saurabh Saini, P. J. Narayanan

Proceedings of the Thirteenth Indian Conference on Computer Vision, 2022

CitRet: A Hybrid Model for Cited Text Span Retrieval.

Amit Pandey, Avani Gupta, Vikram Pudi

Proceedings of the 29th International Conference on Computational Linguistics, 2022