Nikita Neveditsin

According to our database, Nikita Neveditsin authored at least 8 papers between 2019 and 2026.

Collaborative distances:

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

2026

Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports.

Nikita Neveditsin, Pawan Lingras, Salil Patil, Swarup Patil, Vijay Kumar Mago

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Scalable Parameter-Light Spectral Method for Clustering Short Text Embeddings with a Cohesion-Based Evaluation Metric.

Nikita Neveditsin, Pawan Lingras, Vijay Mago

CoRR, November, 2025

From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models.

Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes.

Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2025

2024

Clinical Insights: A Comprehensive Review of Language Models in Medicine.

Nikita Neveditsin, Pawan Lingras, Vijay Mago

CoRR, 2024

2020

Modeling User Feedback: Fuzzy sampling, Portability, and Degree of Annoyance.

Nikita Neveditsin, Ross MacDonald, Pawan Lingras, Trent Hillard

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Effect of Maximizing Recall and Agglomeration of Feedback on Accuracy.

Ross MacDonald, Nikita Neveditsin, Pawan Lingras, Trent Hillard

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Sampling Using Fuzzy and Crisp Clustering to Improve Recall of Building Comfort Feedback.

Ross MacDonald, Nikita Neveditsin, Pawan Lingras, Zheng Qin, Trent Hillard

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019