From 9e191bf90952294085ed460e230f6d55cade56a8 Mon Sep 17 00:00:00 2001
From: Qing145 <68147254+Qing145@users.noreply.github.com>
Date: Mon, 27 Oct 2025 17:10:59 +0800
Subject: Update readme.md

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 ## 🎉 **News**
-- [2025-10-26] We have released the [code](https://github.com/DEEP-PolyU/LinearRAG.git) and [dataset](https://huggingface.co/datasets/Zly0523/linear-rag).
-- [2025-10-11] We have released the preprint version of this paper on [arxiv](https://arxiv.org/abs/2510.10114).
+- **[2025-10-27]** We release **[LinearRAG](https://github.com/DEEP-PolyU/LinearRAG)**, a relation-free graph construction method for efficient GraphRAG.
+- **[2025-06-06]** We release **[GraphRAG-Bench](https://github.com/GraphRAG-Bench/GraphRAG-Benchmark.git)**, the benchmark for evaluating GraphRAG models.
+- **[2025-01-21]** We release the [GraphRAG survey](https://github.com/DEEP-PolyU/Awesome-GraphRAG).
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