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Yangtian Zi

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🗺️ Taxonomy Completionist (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15)

🧭 Keyword Pioneer 🏆 Keyword Champion (2)

Conferences

AACL (1) ACL (1) IJCNLP (1)

Top co-authors

Arjun Guha (3) Harshitha Menon (2) Sydney Nguyen (1) Carolyn Jane Anderson (1) Hannah McLean Babe (1) Molly Q Feldman (1)

Keywords

code generation (3) prompt specificity (2) prompt sensitivity (2) large language model (2) benchmark evaluation (2) natural language to code (1) pass rate evaluation (1) pass@1 metric (1) in-context learning (1) prompt engineering (1) domain-specific evaluation (1) code understanding (1)

Papers

More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation AACL 2025 More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025 StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024