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title: "Ratna Kandala — papers of 2025 — 4 papers, the most cited first"
description: "Ratna Kandala — papers of 2025: 4 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Ratna Kandala — papers of 2025 — 4 papers, the most cited first

4 papers · [all years of Ratna Kandala](https://md.research.elamur.ai/free/en/authors/ratna-kandala/#years)

- [Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation NLP-AI4Health](https://md.research.elamur.ai/free/en/papers/kandala-2025-cross-lingual-mental-health-ontologies/) — Ananth Kandala, Ratna Kandala, Akshata Kishore Moharir, et al. · 2025 · 2 citations
- [LLMs vs. Traditional Sentiment Tools in Psychology: An Evaluation on Belgian-Dutch Narratives arXiv:2511.07641](https://md.research.elamur.ai/free/en/papers/kandala-2025-llms-vs-traditional-sentiment-tools/) — Ratna Kandala, Katie Hoemann · 2025 · 1 citation
- [Are Lexicon-Based Tools Still the Gold Standard for Valence Analysis in Low-Resource Flemish? arXiv:2506.04139 · Presented at LLM Evaluation Workshop, NeurIPS 2025](https://md.research.elamur.ai/free/en/papers/kandala-2025-lexicon-based-tools-still-gold/) — Ratna Kandala, Katie Hoemann · 2025
- [Conjoined Predication and Scalar Implicature arXiv:2506.07429](https://md.research.elamur.ai/free/en/papers/kandala-2025-conjoined-predication-scalar-implicature/) — Ratna Kandala · 2025