Jwala Dhamala
Jwala Dhamala has 2 papers in our library, in 2022–2023, most of them on Evaluation & benchmarks, Bias, fairness & safety, English; often with Rahul Gupta, Aram Galstyan, Caleb Ziems.
OpenAlex · ORCID · Wikidata · h-index 13 · 54 works · 614 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 113 times in our library · ⭐ Paper Stars ranking: #4780
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.English · 1 workBias, fairness & safety · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations (2022 · 100 citations)
Fairness in NLP is measured in two ways. Intrinsic metrics probe a pre-trained language model directly. Extrinsic metrics look at group disparities in the outputs of a downstream system. People often assume a model that looks fair intrinsically will also behave fairly downstream, but this had not been checked broadly… - Multi-VALUE: A Framework for Cross-Dialectal English NLP (2023 · 73 citations)
Multi-VALUE is a rule-based translator from Standard American English into 50 English dialects, built on the eWAVE catalogue of 235 features.
Co-authors here
- Rahul Gupta ×2
- Aram Galstyan
- Caleb Ziems
- Diyi Yang
- Jingfeng Yang
- Kai-Wei Chang
- Varun Kumar
- William Held
- Yada Pruksachatkun
- Yang Trista Cao
Venues
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