Title
BIASINSPECTOR: Detecting Bias in Structured Data through LLM Agents Haoxuan Li Mingyu Derek Ma Jen-tse Huang Zhaotian Weng Wei Wang Jieyu Zhao 37 0 0 07 Apr 2025
Enhancing Chart-to-Code Generation in Multimodal Large Language Models via Iterative Dual Preference Learning Zhihan Zhang Yixin Cao Lizi Liao 28 0 0 03 Apr 2025
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors Zhiyu Yang Shuo Wang Yukun Yan Yang Deng 29 0 0 28 Mar 2025
DatawiseAgent: A Notebook-Centric LLM Agent Framework for Automated Data Science Ziming You Yumiao Zhang Dexuan Xu Yiwei Lou Yandong Yan Wei Wang H. Zhang Yu Huang LLMAG 62 0 0 10 Mar 2025
TheoremExplainAgent: Towards Multimodal Explanations for LLM Theorem Understanding Max W.F. Ku Thomas Chong Jonathan Leung Krish Shah Alvin Yu Wenhu Chen LRM 102 3 0 26 Feb 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling Bingxuan Li Yiwei Wang Jiuxiang Gu Kai-Wei Chang Nanyun Peng AI4CE 66 3 0 24 Feb 2025
VisPath: Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization Wonduk Seo Seungyong Lee Daye Kang Zonghao Yuan Seunghyun Lee LRM 60 1 0 16 Feb 2025
Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning Zijian He Reyna Abhyankar Vikranth Srivatsa Yiying Zhang 53 0 0 12 Feb 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 71 1 0 18 Jan 2025
$C^2$ : Scalable Auto-Feedback for LLM-based Chart Generation Woosung Koh Jang Han Yoon M. Lee Youngjin Song Jaegwan Cho Jaehyun Kang Taehyeon Kim Se-Young Yun Youngjae Yu B. Lee 42 0 0 24 Oct 2024
Agent-as-a-Judge: Evaluate Agents with Agents Mingchen Zhuge Changsheng Zhao Dylan R. Ashley Wenyi Wang Dmitrii Khizbullin ... Raghuraman Krishnamoorthi Yuandong Tian Yangyang Shi Vikas Chandra Jürgen Schmidhuber ELM 60 35 0 14 Oct 2024
The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception? Matthew Berger Shusen Liu 31 1 0 05 Oct 2024
Current state of LLM Risks and AI Guardrails Suriya Ganesh Ayyamperumal Limin Ge 51 22 0 16 Jun 2024
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Cheng Yang Chufan Shi Yaxin Liu Bo Shui Junjie Wang ... Yuxiang Zhang Gongye Liu Xiaomei Nie Deng Cai Yujiu Yang MLLM LRM 51 22 0 14 Jun 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 56 61 0 28 Feb 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 325 4,077 0 24 May 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021