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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.

4 papers in our library · 2025

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

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

 Works by year

2020s

 Papers

The most cited first (OpenAlex and our library).

  1. 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.
  2. 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.
  3. 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.
  4. 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

5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

  1. 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
  2. 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
  3. LLMs vs. Traditional Sentiment Tools in Psychology: An Evaluation on Belgian-Dutch NarrativesarXiv:2511.07641Ratna Kandala, Katie Hoemann2025 · 1 citation
  4. 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
  5. Conjoined Predication and Scalar ImplicaturearXiv:2506.07429Ratna Kandala2025

 Co-authors here

1 co-author with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read).

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