Mandar Sharma

According to our database, Mandar Sharma authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Enabling Intrinsic Reasoning over Dense Geospatial Embeddings with DFR-Gemma.

Xuechen Zhang, Aviv Slobodkin, Joydeep Paul, Mandar Sharma, Samet Oymak, Shravya Shetty, Gautam Prasad

CoRR, April, 2026

Utilizing Metadata for Better Retrieval-Augmented Generation.

Raquib Bin Yousuf, Shengzhe Xu, Mandar Sharma, Andrew Neeser, Chris Latimer, Naren Ramakrishnan

Proceedings of the Advances in Information Retrieval, 2026

2025

Can an LLM Induce a Graph? Investigating Memory Drift and Context Length.

Raquib Bin Yousuf, Aadyant Khatri, Shengzhe Xu, Mandar Sharma, Naren Ramakrishnan

Proceedings of the 2025 IEEE International Conference on Knowledge Graph (ICKG), 2025

2024

Neural Methods for Data-to-text Generation.

Mandar Sharma, Ajay Kumar Gogineni, Naren Ramakrishnan

ACM Trans. Intell. Syst. Technol., October, 2024

Are LLMs Naturally Good at Synthetic Tabular Data Generation?

Shengzhe Xu, Cho-Ting Lee, Mandar Sharma, Raquib Bin Yousuf, Nikhil Muralidhar, Naren Ramakrishnan

CoRR, 2024

Information Guided Regularization for Fine-tuning Language Models.

Mandar Sharma, Nikhil Muralidhar, Shengzhe Xu, Raquib Bin Yousuf, Naren Ramakrishnan

CoRR, 2024

Laying Anchors: Semantically Priming Numerals in Language Modeling.

Mandar Sharma, Rutuja Murlidhar Taware, Pravesh Koirala, Nikhil Muralidhar, Naren Ramakrishnan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

LLM Augmentations to support Analytical Reasoning over Multiple Documents.

Raquib Bin Yousuf, Nicholas Defelice, Mandar Sharma, Shengzhe Xu, Naren Ramakrishnan

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency.

Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic.

Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan

CoRR, 2022

Innovations in Neural Data-to-text Generation.

Mandar Sharma, Ajay Kumar Gogineni, Naren Ramakrishnan

CoRR, 2022

2021

Once Upon A Time In Visualization: Understanding the Use of Textual Narratives for Causality.

Arjun Choudhry, Mandar Sharma, Pramod Chundury, Thomas Kapler, Derek W. S. Gray, Naren Ramakrishnan, Niklas Elmqvist

IEEE Trans. Vis. Comput. Graph., 2021

TCube: Domain-Agnostic Neural Time-series Narration.

Mandar Sharma, John S. Brownstein, Naren Ramakrishnan

CoRR, 2021

T³: Domain-Agnostic Neural Time-series Narration.

Mandar Sharma, John S. Brownstein, Naren Ramakrishnan

Proceedings of the IEEE International Conference on Data Mining, 2021