Alon Albalak
Alon Albalak has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Liangming Pan, Xinyi Wang, Bairu Hou.
OpenAlex · h-index 7 · 44 works · 634 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 743 citations in our library · 6 more in our library without a page yet · ⭐ Paper Star rank #3534
Affiliations
🎓University of California, Santa BarbaraSanta Barbara ·
United States2019–2024 · 19 papers🎓Stanford UniversityStanford ·
United States2024 · 2 papers🎓University of British ColumbiaVancouver ·
Canada2023 · 2 papers
Concepts, shelves and topics
📚 Shelves 5 Artificial Intelligence · 2 works Language and Linguistics · 2 works Arts and Humanities · 2 works Computer Science · 2 works Mathematics · 1 work
🧭 Topics 2 Language models & pretraining · 2 works Reasoning · 1 work
Works by year
2020s
Papers
- Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning (2023 · 370 citations)
Large language models can write out step-by-step explanations, but on hard logic problems their final answers often don't follow from the reasoning they produced. - A Survey on Data Selection for Language Models (2024 · 85 citations)
Large language models depend on huge web-scale corpora, but using every available document is often wasteful or harmful because text quality varies widely.
Also in our library
Co-authors here
- Liangming Pan ×2
- Xinyi Wang ×2
- Bairu Hou
- Colin Raffel
- Nathan Lambert
- Niklas Muennighoff
- Sang Michael Xie
- Shayne Longpre
- Shiyu Chang
- William Yang Wang
- Yanai Elazar
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/alon-albalak/