Vishal Maini
Vishal Maini has 2 papers in our library, in 2018–2019, most of them on Language models & pretraining, Sentiment & emotion, Evaluation & benchmarks; often with Dani Yogatama, Huan Zhang, Jack W. Rae.
OpenAlex · h-index 3 · 3 works · 260 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 191 times in our library · ⭐ Paper Stars ranking: #5306
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workSentiment & emotion · 1 work
Works by year
2010s
Papers
- Scalable agent alignment via reward modeling: a research direction (2018 · 227 citations)
Reinforcement learning thrives when a task has an explicit score, as in Atari or Go. Most practical jobs, such as handling email, writing software or managing a business, offer no built-in reward, and the user's goal exists only implicitly. The authors call this the agent alignment problem: making an agent act as its… - Reducing Sentiment Bias in Language Models via Counterfactual Evaluation (2019 · 104 citations)
The paper examines whether text produced by large language models carries sentiment bias, where the tone of a continuation shifts depending on which country, occupation or person name appears in the prompt.
Co-authors here
- Dani Yogatama
- Huan Zhang
- Jack W. Rae
- Jan Leike
- Johannes Welbl
- Po-Sen Huang
- Pushmeet Kohli
- Robert Stanforth
- Shane Legg
- Tom Everitt
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/vishal-maini/