Ratna Kandala
Ratna Kandala has 4 papers in our library, in 2025, most of them on Implicature, Language models & pretraining, Sentiment & emotion; often with Katie Hoemann.
OpenAlex · h-index 0 · 16 works · 0 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 2 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #10819
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksPsychology · 3 worksArtificial Intelligence · 4 worksSocial Psychology · 3 worksBiochemistry, Genetics and Molecular Biology · 1 workMolecular Biology · 1 workExperimental and Cognitive Psychology · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workPhilosophy · 1 work
🧭 Topics 7Research subjects and languages the work is about.Language models & pretraining · 1 workSentiment & emotion · 1 workInterpretability · 1 workKnowledge graphs & ontologies · 1 workMultilingual & cross-lingual NLP · 1 workImplicature · 1 workLow-resource languages · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Ontology engineering · 1 work
Works by year
2020s
Papers
- Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation (2025 · 2 citations)
The paper examines the gap between how patients in India describe psychological distress in their native languages and how it is captured by the Western clinical classifications DSM-5 and ICD-11. - LLMs vs. Traditional Sentiment Tools in Psychology: An Evaluation on Belgian-Dutch Narratives (2025 · 1 citation)
The paper asks whether recent Dutch-adapted LLMs estimate emotional valence in everyday Flemish writing better than classic lexicon tools used in psychology. - Are Lexicon-Based Tools Still the Gold Standard for Valence Analysis in Low-Resource Flemish? (2025)
The paper asks whether Dutch-adapted large language models can now replace classic dictionary-based tools for estimating emotional valence in everyday Flemish (Belgian Dutch), which is under-resourced in NLP. - Conjoined Predication and Scalar Implicature (2025)
The paper revisits an open problem from Magri (2016). In Magri's theory, oddness arises when a scalar implicature, computed without regard to context, clashes with common knowledge. Some Italians come from a warm country is odd because its implicature "not all" contradicts the fact that Italians share one country.…
All works
- Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop ValidationNLP-AI4HealthAnanth Kandala, Ratna Kandala, Akshata Kishore Moharir, et al.2025 · 2 citations
- FLAME: A New Dataset on FLemish Accounts of Momentary Experiences ↗arXiv:2504.14707 · EMNLP Findings 2026 · no summary yetRatna Kandala, Niels Vanhasbroeck, Katie Hoemann2025 · 2 citations
- LLMs vs. Traditional Sentiment Tools in Psychology: An Evaluation on Belgian-Dutch NarrativesarXiv:2511.07641Ratna Kandala, Katie Hoemann2025 · 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 2025Ratna Kandala, Katie Hoemann2025
- Conjoined Predication and Scalar ImplicaturearXiv:2506.07429Ratna Kandala2025
Co-authors here
Venues
- NLP-AI4Health
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