Ziru Chen
Ziru Chen has 2 papers in our library, in 2024, most of them on Language models & pretraining; often with Ali Payani, Boshi Wang, Botao Yu.
OpenAlex · ORCID · h-index 10 · 48 works · 461 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 99 times in our library · ⭐ Paper Stars ranking: #7767
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Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksDecision Sciences · 1 workInformation Systems · 1 workInformation Systems and Management · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery (2024 · 81 citations)
Claims that LLM-based agents can automate whole research pipelines are hard to verify. The authors argue that agents should first be tested on the individual steps of a scientific workflow. For this purpose they introduce ScienceAgentBench, which collects 102 tasks from 44 peer-reviewed papers spanning four fields… - When is Tree Search Useful for LLM Planning? It Depends on the Discriminator (2024 · 28 citations)
The paper asks when sophisticated planning strategies actually help LLM agents on multi-step tasks. The authors model an agent as three components: a generator that proposes programs, a discriminator that scores them as a yes/no correctness question, and a planning method. They compare re-ranking with iterative…
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