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Haofei Hou

2 accepted papers

2024

AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints

ACL 2024long

Accurate representation of procedures in restricted scenarios, such as non-standardized scientific experiments, requires precise depiction of constraints. Unfortunately, Domain-specific Language (DSL), as an effective tool to express constraints structurally, often requires case-by-case hand-craftin…

Cited by 3SourcePDFScholar
2024

Expert-level protocol translation for self-driving labs

NeurIPS 2024poster

Recent development in Artificial Intelligence (AI) models has propelled their application in scientific discovery, but the validation and exploration of these discoveries require subsequent empirical experimentation. The concept of self-driving laboratories promises to automate and thus boost the ex…

Cited by 1SourcePDFScholar