Chen, Ziru
- Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
2025/10/13 by Sayash Kapoor, Kapoor, Sayash, Benedikt Stroebl +63 · 3 voices · 10 citations
Computer Science · #Multi-Agent Systems and Negotiation
- ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
2024/10/07 by Ziru Chen, Chen, Ziru, Shijie Chen +35 · 41 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Exploring Chain-of-Thought Style Prompting for Text-to-SQL
2023/05/23 by Tai, Chang-You, Chen, Ziru, Zhang, Tianshu +2 · 24 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data
2024/02/13 by Bo Peng, Peng, Bo, Xinyi Ling +6 · 18 citations
Computer Science · #Recommender Systems and Techniques #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
- Automatic Evaluation of Attribution by Large Language Models
2023/05/10 by Xiang Yue, Yue, Xiang, Boshi Wang +9 · 13 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Text-to-SQL Error Correction with Language Models of Code
2023/05/22 by Ziru Chen, Chen, Ziru, Shijie Chen +13 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- When is Tree Search Useful for LLM Planning? It Depends on the Discriminator
2024/02/16 by Ziru Chen, Chen, Ziru, Michael White +9 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Error Detection for Text-to-SQL Semantic Parsing
2023/05/23 by Chen, Shijie, Chen, Ziru, Sun, Huan +1 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ChemToolAgent: The Impact of Tools on Language Agents for Chemistry Problem Solving
2024/11/11 by Botao Yu, Yu, Botao, Frazier N. Baker +13 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Natural Language Processing Techniques #Semantic Web and Ontologies #and Science (cs.CE)
- Large Language Models Achieve Gold Medal Performance at the International Olympiad on Astronomy & Astrophysics (IOAA)
2025/10/06 by Lucas Carrit Delgado Pinheiro, Pinheiro, Lucas Carrit Delgado, Ziru Chen +13 · 3 voices · 1 citation
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Topic Modeling #astro-ph.IM #cs.AI #cs.CL
- AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
2025/06/09 by Yifei Li, Hanane Nour Moussa, Li, Yifei +33 · 4 citations
Computer Science · Decision Sciences · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management
- Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
2025/10/28 by Song, Yueqi, Ramaneti, Ketan, Sheikh, Zaid +18 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Optimizing NOMA Transmissions to Advance Federated Learning in Vehicular Networks
2024/08/06 by Chen, Ziru, Ni, Zhou, Guan, Peiyuan +4 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation
2025/09/07 by Qianheng Zhang, Zhang, Qianheng, Song Gao +14 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geographic Information Systems Studies #I.2 #Software Engineering (cs.SE)