T3: Domain-Agnostic Neural Time-series Narration. - Mandar Sharma; John S. Brownstein; Naren Ramakrishnan (ICDM, 2021)

TCube: Domain-Agnostic Neural Time-series Narration. - Mandar Sharma; John S. Brownstein; Naren Ramakrishnan (CoRR, 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)

Innovations in Neural Data-to-text Generation. - Mandar Sharma; Ajay Kumar Gogineni; Naren Ramakrishnan (CoRR, 2022)

Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic. - Mandar Sharma; Nikhil Muralidhar; Naren Ramakrishnan (CoRR, 2022)

Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency. - Mandar Sharma; Nikhil Muralidhar; Naren Ramakrishnan (ACL (1), 2023)

LLM Augmentations to support Analytical Reasoning over Multiple Documents. - Raquib Bin Yousuf; Nicholas Defelice; Mandar Sharma; Shengzhe Xu; Naren Ramakrishnan (IEEE Big Data, 2024)

Laying Anchors: Semantically Priming Numerals in Language Modeling. - Mandar Sharma; Rutuja Murlidhar Taware; Pravesh Koirala; Nikhil Muralidhar; Naren Ramakrishnan (NAACL-HLT (Findings), 2024)

Information Guided Regularization for Fine-tuning Language Models. - Mandar Sharma; Nikhil Muralidhar; Shengzhe Xu; Raquib Bin Yousuf; Naren Ramakrishnan (CoRR, 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)

Neural Methods for Data-to-text Generation. - Mandar Sharma; Ajay Kumar Gogineni; Naren Ramakrishnan (ACM Trans. Intell. Syst. Technol., 2024)