Tobias Gerstenberg
Tobias Gerstenberg has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining; often with Allen Nie, Eric Zelikman, Kanishk Gandhi.
OpenAlex · ORCID · Wikidata · h-index 30 · 506 works · 3,392 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1,315 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #7627
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workCognitive Neuroscience · 1 workLanguage and Linguistics · 1 workNeuroscience · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks (2023 · 41 citations)
Large language models are increasingly used as stand-ins for people, yet aggregate accuracy scores reveal little about whether they reason like humans. - Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels (2024 · 16 citations)
Teaching a language model to respect a set of behavioral rules (a "constitution") usually depends on human preference labels, curated demonstrations, or reward models with reinforcement learning.
All works
- Explanations Can Reduce Overreliance on AI Systems During Decision-Making ↗Proceedings of the ACM on Human-Computer Interaction · no summary yetHelena Vasconcelos et al.2023 · 407 citations
- STaR-GATE: Teaching Language Models to Ask Clarifying Questions ↗arXiv:2403.19154 · no summary yetChinmaya Andukuri et al.2024 · 43 citations
- MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment TasksConference on Neural Information Processing Systems (NeurIPS)Allen Nie, Yuhui Zhang, Atharva Amdekar, et al.2023 · 41 citations
- Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference LabelsConference on Neural Information Processing Systems (NeurIPS)Jan-Philipp Franken, Eric Zelikman, Rafael Rafailov, et al.2024 · 16 citations
Co-authors here
Venues
- Conference on Neural Information Processing Systems (NeurIPS) ×2: NeurIPS 2024, NeurIPS 2023
- Proceedings of the ACM on Human-Computer Interaction
Cited by
Updated
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