Nikita Neveditsin

11 papers B 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports.
EACL (Industry Track)
Nikita Neveditsin, Pawan Lingras, Salil Patil, Swarup Patil, Vijay Kumar Mago
2025 J jnl
Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports.
CoRR
Nikita Neveditsin, Pawan Lingras, Salil Patil, Swarup Patil, Vijay Mago
2025 — conf
Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes.
ACL (4)
Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago
2025 J jnl
Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes.
CoRR
Nikita Neveditsin, Pawan Lingras, Vijay Mago
2025 — conf
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models.
NAACL (Student Research Workshop)
Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago
2025 J jnl
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models.
CoRR
Nikita Neveditsin, Pawan Lingras, Vijay Mago
2025 J jnl
Scalable Parameter-Light Spectral Method for Clustering Short Text Embeddings with a Cohesion-Based Evaluation Metric.
CoRR
Nikita Neveditsin, Pawan Lingras, Vijay Mago
2024 J jnl
Clinical Insights: A Comprehensive Review of Language Models in Medicine.
CoRR
Nikita Neveditsin, Pawan Lingras, Vijay Mago
2020 B conf
Modeling User Feedback: Fuzzy sampling, Portability, and Degree of Annoyance.
FUZZ-IEEE
Nikita Neveditsin, Ross MacDonald, Pawan Lingras, Trent Hillard
2019 — conf
Effect of Maximizing Recall and Agglomeration of Feedback on Accuracy.
IFSA/NAFIPS
Ross MacDonald, Nikita Neveditsin, Pawan Lingras, Trent Hillard
2019 B conf
Sampling Using Fuzzy and Crisp Clustering to Improve Recall of Building Comfort Feedback.
FUZZ-IEEE
Ross MacDonald, Nikita Neveditsin, Pawan Lingras, Zheng Qin, Trent Hillard