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Data Interpreter: An LLM Agent For Data Science
v1v2v3 (latest)

Data Interpreter: An LLM Agent For Data Science

28 February 2024
Sirui Hong
Yizhang Lin
Bang Liu
Bangbang Liu
Binhao Wu
Danyang Li
Jiaqi Chen
Jiayi Zhang
Jinlin Wang
Li Zhang
Lingyao Zhang
Min Yang
Mingchen Zhuge
Taicheng Guo
Tuo Zhou
Wei Tao
Wenyi Wang
Xiangru Tang
Xiangtao Lu
Xiawu Zheng
Jinhao Tu
Yaying Fei
Yuheng Cheng
Zongze Xu
Chenglin Wu
    LLMAGAI4CE
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github (55964★)

Papers citing "Data Interpreter: An LLM Agent For Data Science"

50 / 70 papers shown
An Empirical Study of Agent Developer Practices in AI Agent Frameworks
An Empirical Study of Agent Developer Practices in AI Agent Frameworks
Yanlin Wang
Xinyi Xu
Jiachi Chen
Tingting Bi
Wenchao Gu
Zibin Zheng
LLMAG
316
6
0
01 Dec 2025
Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
Apu Kumar Chakroborti
Yi Ding
Lipeng Wan
96
0
0
26 Nov 2025
Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration
Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration
Jingbo Wang
Sendong Zhao
Haochun Wang
Yuzheng Fan
L. Zhang
Yan Liu
Ting Liu
188
1
0
04 Nov 2025
What's the next frontier for Data-centric AI? Data Savvy Agents
What's the next frontier for Data-centric AI? Data Savvy Agents
Nabeel Seedat
Jiashuo Liu
Mihaela van der Schaar
199
0
0
02 Nov 2025
InteractComp: Evaluating Search Agents With Ambiguous Queries
InteractComp: Evaluating Search Agents With Ambiguous Queries
Mingyi Deng
Lijun Huang
Yani Fan
Jiayi Zhang
Fashen Ren
...
Xinyu Wang
Xiangru Tang
Nan Tang
Chenglin Wu
Yuyu Luo
183
4
0
28 Oct 2025
VDSAgents: A PCS-Guided Multi-Agent System for Veridical Data Science Automation
VDSAgents: A PCS-Guided Multi-Agent System for Veridical Data Science Automation
Yunxuan Jiang
Silan Hu
Xiaoning Wang
Yuanyuan Zhang
Xiangyu Chang
176
1
0
28 Oct 2025
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Yizhang Zhu
Liangwei Wang
Chenyu Yang
Xiaotian Lin
Boyan Li
...
Shaolei Zhang
Y. Zhang
Xuanhe Zhou
Guoliang Li
Yuyu Luo
AI4TS
248
16
0
27 Oct 2025
ConDABench: Interactive Evaluation of Language Models for Data Analysis
ConDABench: Interactive Evaluation of Language Models for Data Analysis
Avik Dutta
Priyanshu Gupta
Hosein Hasanbeig
Rahul Pratap Singh
Harshit Nigam
Sumit Gulwani
Arjun Radhakrishna
Gustavo Soares
A. Tiwari
LMTD
246
1
0
10 Oct 2025
LLM-FS-Agent: A Deliberative Role-based Large Language Model Architecture for Transparent Feature Selection
LLM-FS-Agent: A Deliberative Role-based Large Language Model Architecture for Transparent Feature Selection
Mohamed Bal-Ghaoui
Fayssal Sabri
LLMAG
138
2
0
07 Oct 2025
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
Zifan Song
Kaitao Song
Guosheng Hu
Ding Qi
Junyao Gao
Xiaohua Wang
Dongsheng Li
Cairong Zhao
AIFin
198
1
0
06 Oct 2025
SPOGW: a Score-based Preference Optimization method via Group-Wise comparison for workflows
SPOGW: a Score-based Preference Optimization method via Group-Wise comparison for workflows
Yitong Cui
Liu Liu
B. Yu
Jiayan Qiu
Xikai Zhang
Likang Xiao
Y. Liu
Quan Chen
198
0
0
05 Oct 2025
LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
Alireza Salemi
Mihir Parmar
Palash Goyal
Yiwen Song
Jinsung Yoon
Hamed Zamani
Hamid Palangi
Tomas Pfister
LLMAG
230
8
0
30 Sep 2025
DyFlow: Dynamic Workflow Framework for Agentic Reasoning
DyFlow: Dynamic Workflow Framework for Agentic Reasoning
Yanbo Wang
Z. Xu
Yue Huang
Xiangqi Wang
Zirui Song
...
Xiangru Tang
Yue Zhao
Arman Cohan
Xiangliang Zhang
Xiuying Chen
LRMAI4CE
174
6
0
30 Sep 2025
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
Y. Meng
Luoxi Tang
Feiyang Yu
Jinyuan Jia
Guanhua Yan
Ping Yang
Zhaohan Xi
216
1
0
28 Sep 2025
A State-of-the-Art SQL Reasoning Model using RLVR
A State-of-the-Art SQL Reasoning Model using RLVR
Alnur Ali
Ashutosh Baheti
Jonathan D. Chang
Ta-Chung Chi
Brandon Cui
...
Dipendra Kumar Misra
Krista Opsahl-Ong
Jose Javier Gonzalez Ortiz
Matei A. Zaharia
Yue Zhang
OffRLReLMLRM
193
2
0
25 Sep 2025
Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows
Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows
Jinwei Su
Yinghui Xia
Qizhen Lan
Xinyuan Song
Yang Jingsong
Lewei He
Lewei He
Tianyu Shi
Yang Jingsong
392
0
0
14 Sep 2025
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
Shuocheng Li
Yihao Liu
Silin Du
Wenxuan Zeng
Zhe Xu
Mengyu Zhou
Yeye He
Haoyu Dong
Shi Han
Dongmei Zhang
LRM
127
1
0
11 Sep 2025
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
G. Zhang
Junhao Wang
Junjie Chen
Wangchunshu Zhou
Kun Wang
Shuicheng Yan
LLMAG
368
24
0
03 Sep 2025
A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives
A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives
Pengyue Li
Sheng Wang
Hua Dai
Zhiyu Zoey Chen
Z. Bao
Brian D. Davison
170
2
0
31 Aug 2025
Datarus-R1: An Adaptive Multi-Step Reasoning LLM for Automated Data Analysis
Datarus-R1: An Adaptive Multi-Step Reasoning LLM for Automated Data Analysis
Ayoub Ben Chaliah
Hela Dellagi
OffRLLRM
133
0
0
18 Aug 2025
Tabularis Formatus: Predictive Formatting for Tables
Tabularis Formatus: Predictive Formatting for Tables
Mukul Singh
J. Cambronero
Sumit Gulwani
Vu Le
Gust Verbruggen
LMTD
135
0
0
14 Aug 2025
Polymath: A Self-Optimizing Agent with Dynamic Hierarchical Workflow
Polymath: A Self-Optimizing Agent with Dynamic Hierarchical Workflow
Chia-Tung Ho
Jing Gong
Xufeng Yao
Yunsheng Bai
Abhishek B Akkur
Haoxing Ren
AI4CE
299
1
0
04 Aug 2025
WebDS: An End-to-End Benchmark for Web-based Data Science
WebDS: An End-to-End Benchmark for Web-based Data Science
Ethan Hsu
Hong Meng Yam
Ines Bouissou
Aaron Murali John
Raj Thota
...
G K Dharesan
Alexander Spangher
Shikhar Murty
Tenghao Huang
Christopher D. Manning
217
1
0
02 Aug 2025
Large Language Model-based Data Science Agent: A Survey
Large Language Model-based Data Science Agent: A Survey
Ke Chen
Peiran Wang
Ke Chen
Xianyang Zhan
Haohan Wang
LLMAGLM&RoAI4TSLM&MAAI4CE
840
14
0
02 Aug 2025
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries
Nuno Fachada
Daniel Fernandes
Carlos M. Fernandes
Bruno D. Ferreira-Saraiva
J. Matos-Carvalho
ALMLM&MAELM
302
6
0
30 Jul 2025
Large Language Model Agent for Structural Drawing Generation Using ReAct Prompt Engineering and Retrieval Augmented Generation
Large Language Model Agent for Structural Drawing Generation Using ReAct Prompt Engineering and Retrieval Augmented Generation
Xin Zhang
Lissette Iturburu
Juan Nicolas Villamizar
Xiaoyu Liu
Manuel Salmeron
Shirley J.Dyke
Julio Ramirez
LLMAG
208
0
0
26 Jul 2025
ReCode: Updating Code API Knowledge with Reinforcement Learning
ReCode: Updating Code API Knowledge with Reinforcement Learning
Haoze Wu
Yunzhi Yao
Wenhao Yu
Zhaoxin Fan
SyDa
423
6
0
25 Jun 2025
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
Sijie Li
W. Sun
Shanda Li
Ameet Talwalkar
Yiming Yang
LLMAGAI4CE
448
2
0
25 Jun 2025
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Yuqi Zhu
Yi Zhong
Jintian Zhang
Ziheng Zhang
Shuofei Qiao
Yujie Luo
Lun Du
Da Zheng
Ningyu Zhang
Huajun Chen
ELM
506
1
0
24 Jun 2025
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
Yixin Ou
Yujie Luo
Jingsheng Zheng
Lanning Wei
Shuofei Qiao
...
Huajun Chen
Ningyu Zhang
Yunjun Gao
Wei Xu
Ningyu Zhang
LLMAGAI4CE
570
12
0
12 Jun 2025
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim →\rightarrow→ Evidence Reasoning
Shashidhar Reddy Javaji
Yun Feng
Haohang Li
Yangyang Yu
Nikhil Muralidhar
Zining Zhu
ELM
254
1
0
09 Jun 2025
Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks
Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks
Qiang Chen
Tianyang Han
Jin Li
Ye Luo
Yuxiao Wu
Xiaowei Zhang
Tuo Zhou
Tuo Zhou
267
2
0
01 Jun 2025
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models
Xinxing Ren
Qianbo Zang
Zekun Guo
LLMAG
312
5
0
28 May 2025
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
Jaehyun Nam
Chang Jo Kim
Jiefeng Chen
Jinwoo Shin
Sercan Ö. Arık
Tomas Pfister
LLMAG
405
15
0
27 May 2025
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer
Rasoul Zahedifar
Sayyed Ali Mirghasemi
Mahdieh Soleymani Baghshah
Alireza Taheri
LLMAG
254
5
0
26 May 2025
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
An Luo
Xun Xian
Jin Du
Fangqiao Tian
G. Wang
...
Jayanth Srinivasa
Jayanth Srinivasa
Charles Fleming
Mingyi Hong
Jie Ding
267
5
0
25 May 2025
Large Language Models for Predictive Analysis: How Far Are They?
Large Language Models for Predictive Analysis: How Far Are They?Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Qin Chen
Yuanyi Ren
Xiaojun Ma
Yuyang Shi
321
5
0
22 May 2025
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Zhiyuan Wei
Jing Sun
Zijian Zhang
Zhe Hou
Zixiao Zhao
574
4
0
21 May 2025
Prompt Stability Matters: Evaluating and Optimizing Auto-Generated Prompt in General-Purpose Systems
Prompt Stability Matters: Evaluating and Optimizing Auto-Generated Prompt in General-Purpose Systems
Ke Chen
Yufei Zhou
Xitong Zhang
Haohan Wang
385
9
0
19 May 2025
Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making
Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making
Jacob Kleiman
Kevin Frank
Joseph Voyles
Sindy Campagna
LLMAGAI4CE
354
5
0
19 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey
Da Zheng
Lun Du
Junwei Su
Yuchen Tian
Yuqi Zhu
Jintian Zhang
Lanning Wei
Xin Xu
Ningyu Zhang
LRM
612
8
0
06 May 2025
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery
Amirhossein Abaskohi
A. Ramesh
Shailesh Nanisetty
Chirag Goel
David Vazquez
Christopher Pal
Spandana Gella
Giuseppe Carenini
I. Laradji
492
2
0
10 Apr 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines
Tengjun Jin
Yuxuan Zhu
Daniel Kang
LMTDELM
388
12
0
07 Apr 2025
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
Fan Nie
Lan Feng
Haotian Ye
Weixin Liang
Pan Lu
Huaxiu Yao
Alexandre Alahi
James Zou
440
12
0
07 Apr 2025
DebFlow: Automating Agent Creation via Agent Debate
DebFlow: Automating Agent Creation via Agent Debate
Jinwei Su
Yinghui Xia
Ronghua Shi
Jianhui Wang
Jianuo Huang
Longji Xu
Tianyu Shi
488
7
0
31 Mar 2025
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors
Zhiyu Yang
Kaiyan Zhang
Shi Yu
Yang Deng
502
0
0
28 Mar 2025
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering
Teng Lin
Yuyu Luo
Honglin Zhang
Jicheng Zhang
Chunlin Liu
Kaishun Wu
Nan Tang
RALM
446
11
0
26 Feb 2025
AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science
AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data ScienceConference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Qiuhai Zeng
Claire Jin
Xinyue Wang
Yuhan Zheng
Qunhua Li
555
2
0
23 Feb 2025
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
Patrick Tser Jern Kon
Jiachen Liu
Qiuyi Ding
Yiming Qiu
Zhenning Yang
Yibo Huang
Jayanth Srinivasa
Myungjin Lee
Mosharaf Chowdhury
Ang Chen
545
21
0
22 Feb 2025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Deepak Nathani
Lovish Madaan
Nicholas Roberts
Nikolay Bashlykov
Ajay Menon
...
Tatiana Shavrina
Jakob Foerster
Yoram Bachrach
William Yang Wang
Roberta Raileanu
LLMAG
488
63
0
21 Feb 2025
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