Alan Schelten
Alan Schelten has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Evaluation & benchmarks; often with Anthony Hartshorn, Cheng Zhang, Nicola Cancedda.
OpenAlex · h-index 3 · 8 works · 2,620 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 14,809 times in our library · ⭐ Paper Stars ranking: #414
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Large language models · 1 work
Works by year
2020s
Papers
- The Llama 3 Herd of Models (2024 · 7,682 citations)
The paper describes Llama 3, a family of foundation language models from Meta. Out of the box, they can work with multiple languages, write code, reason, and call external tools. The authors improved the models along three directions: more and cleaner data, larger scale, and simpler architecture and training.… - HalluLens: LLM Hallucination Benchmark (2025 · 82 citations)
Research on LLM hallucination lacks a shared framework: definitions differ between benchmarks, and hallucination is often treated as the same thing as factuality. - Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations (2025 · 11 citations)
Large language models often state wrong answers in a confident tone, which leads users to trust them too much.
Co-authors here
- Anthony Hartshorn ×2
- Cheng Zhang ×2
- Nicola Cancedda ×2
- Pascale Fung ×2
- Yejin Bang ×2
- Ziwei Ji ×2
- Aaron Grattafiori
- Angela Fan
- Lei Yu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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