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| <h1>SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing</h1> |
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| [[ Paper 📓 ]](https://arxiv.org/abs/2503.04629) [[ SurveyBench Benchmark 🤗 ]](https://huggingface.co/datasets/U4R/SurveyBench) |
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| 🤩 Tired of chaotic structures and inaccurate references in AI-generated survey paper? <b>SurveyForge</b> is here to revolutionize your research experience! |
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| We offer **SurveyBench**, a benchmark for **academic research** and **evaluating the quality of AI-generated surveys.** |
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| Currently , SurveyBench consists of approximately 100 human-written survey papers across 10 distinct topics, carefully curated by doctoral-level researchers to ensure thematic consistency and academic rigor. The supported topics and the core references corresponding to each topic are as follows: |
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| Currently , SurveyBench consists of approximately 100 human-written survey papers across 10 distinct topics, carefully curated by doctoral-level researchers to ensure thematic consistency and academic rigor. The supported topics and the core references corresponding to each topic are as follows: |
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| | Topics | # Reference | |
| | -------------------------------------------------------- | :---------: | |
| | Multimodal Large Language Models | 912 | |
| | Evaluation of Large Language Models | 714 | |
| | 3D Object Detection in Autonomous Driving | 441 | |
| | Vision Transformers | 563 | |
| | Hallucination in Large Language Models | 500 | |
| | Generative Diffusion Models | 994 | |
| | 3D Gaussian Splatting | 330 | |
| | LLM-based Multi-Agent | 823 | |
| | Graph Neural Networks | 670 | |
| | Retrieval-Augmented Generation for Large Language Models | 608 | |
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| More support topics coming soon! |
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| ### 🧑💻You can evaluate the survey from [github](https://github.com/Alpha-Innovator/SurveyForge) |
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