Vijeta Deshpande

According to our database, Vijeta Deshpande authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection.

Vijeta Deshpande, Tootiya Giyahchi, Veena Padmanabhan, Leman Akoglu, Anna Rumshisky

CoRR, May, 2026

Playing with Words, Improving with Rewards: Training Language Models for Creative Association.

Vijeta Deshpande, Namrata Shivagunde, Sherin Muckatira, Hadrien Glaude, Mikhail Gronas, Claire Stevenson, Roger E. Beaty, Anna Rumshisky

CoRR, May, 2026

Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training.

Namrata Shivagunde, Vijeta Deshpande, Sherin Muckatira, Anna Rumshisky

CoRR, May, 2026

2025

A Penalty Goes a Long Way: Measuring Lexical Diversity in Synthetic Texts Under Prompt-Influenced Length Variations.

Vijeta Deshpande, Ishita Dasgupta, Uttaran Bhattacharya, Somdeb Sarkhel, Saayan Mitra, Anna Rumshisky

CoRR, July, 2025

Diverse, not Short: A Length-Controlled Self-Learning Framework for Improving Response Diversity of Language Models.

Vijeta Deshpande, Debasmita Ghose, John D. Patterson, Roger E. Beaty, Anna Rumshisky

CoRR, May, 2025

Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models.

Vijeta Deshpande, Debasmita Ghose, John D. Patterson, Roger E. Beaty, Anna Rumshisky

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Emergent Abilities in Reduced-Scale Generative Language Models.

Sherin Muckatira, Vijeta Deshpande, Vladislav Lialin, Anna Rumshisky

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

LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data.

Vijeta Deshpande, Minhwa Lee, Zonghai Yao, Zihao Zhang, Jason Brian Gibbons, Hong Yu

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning.

Vladislav Lialin, Vijeta Deshpande, Anna Rumshisky

CoRR, 2023

Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale.

Vijeta Deshpande, Dan Pechi, Shree Thatte, Vladislav Lialin, Anna Rumshisky

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context.

Zonghai Yao, Yi Cao, Zhichao Yang, Vijeta Deshpande, Hong Yu

Proceedings of the AMIA 2022, 2022