Jane Pan
Jane Pan has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Reasoning, Interpretability; often with Chen Zhao, Danqi Chen, He He.
OpenAlex · h-index 6 · 18 works · 98 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 125 times in our library · ⭐ Paper Stars ranking: #7394
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workInterpretability · 1 workReasoning · 1 work
Works by year
2020s
Papers
- What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning (2023 · 102 citations)
The paper asks what language models actually do when they solve tasks from a few in-context examples. Do they simply identify a task they already know from pre-training, or do they acquire new input-label associations from the prompt? The authors separate these into two abilities. Task recognition (TR) means… - Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification (2025 · 52 citations)
Reasoning LLMs often keep exploring alternative solution paths after they have already reached a correct answer.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
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