Ziru Chen
9 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π₯ Mega-Team Β· Squad
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Keyword Champion
(2)
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The Questioner
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Top co-authors
Research topics
Keywords
large language model
(5)
benchmark evaluation
(2)
text-to-sql parsing
(2)
scientific discovery
(2)
code generation
(2)
language model
(2)
semantic parsing
(2)
language agent
(2)
data-driven discovery
(2)
agent system
(2)
text generation
(1)
tree search
(1)
structural feature
(1)
chain-of-thought prompting
(1)
prompt engineering
(1)
mathematical reasoning
(1)
error detection
(1)
instruction tuning
(1)
in-context learning
(1)
error correction
(1)
Papers
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
EMNLP 2025
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
ICLR 2025
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving
NAACL 2025
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data
ICML 2024
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator
ACL 2024
Automatic Evaluation of Attribution by Large Language Models
EMNLP 2023
Error Detection for Text-to-SQL Semantic Parsing
EMNLP 2023
Exploring Chain of Thought Style Prompting for Text-to-SQL
EMNLP 2023
Text-to-SQL Error Correction with Language Models of Code
ACL 2023