From 4e35cd193e340c909843065a5dbfd963ae2f9df6 Mon Sep 17 00:00:00 2001 From: Qing145 <68147254+Qing145@users.noreply.github.com> Date: Mon, 27 Oct 2025 17:32:18 +0800 Subject: Update readme.md --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index 4168c91..aa8049a 100644 --- a/readme.md +++ b/readme.md @@ -29,7 +29,7 @@ ## 🎉 **News** - **[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). +- **[2025-01-21]** We release the **[GraphRAG survey](https://github.com/DEEP-PolyU/Awesome-GraphRAG)**. --- -- cgit v1.2.3 From 23c6267214117924737de2b91b8c81c1d09e7e7f Mon Sep 17 00:00:00 2001 From: Shengyuan Chen <91341745+chensyCN@users.noreply.github.com> Date: Mon, 27 Oct 2025 17:47:37 +0800 Subject: update Corrected phrasing for clarity regarding relational graphs. --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index aa8049a..d4013c3 100644 --- a/readme.md +++ b/readme.md @@ -18,7 +18,7 @@ ## 🚀 **Highlights** - ✅ **Context-Preserving**: A relation-free graph construction paradigm, relying on lightweight entity recognition and semantic linking to achieve comprehensive contextual comprehension. -- ✅ **Complex Reasoning**: Enables deep retrieval via semantic bridging, achieving multi-hop reasoning in a single retrieval pass without requiring an explicit relational graph. +- ✅ **Complex Reasoning**: Enables deep retrieval via semantic bridging, achieving multi-hop reasoning in a single retrieval pass without requiring explicit relational graphs. - ✅ **High Scalability**: Zero LLM token consumption, faster processing speed, and linear time/space complexity.

-- cgit v1.2.3 From bfffa9c1ce989d4d339c3aae43084647a1cc2d79 Mon Sep 17 00:00:00 2001 From: Qing145 <68147254+Qing145@users.noreply.github.com> Date: Mon, 27 Oct 2025 20:45:09 +0800 Subject: Update readme.md --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index d4013c3..e13753d 100644 --- a/readme.md +++ b/readme.md @@ -17,7 +17,7 @@ --- ## 🚀 **Highlights** -- ✅ **Context-Preserving**: A relation-free graph construction paradigm, relying on lightweight entity recognition and semantic linking to achieve comprehensive contextual comprehension. +- ✅ **Context-Preserving**: Relation-free graph construction, relying on lightweight entity recognition and semantic linking to achieve comprehensive contextual comprehension. - ✅ **Complex Reasoning**: Enables deep retrieval via semantic bridging, achieving multi-hop reasoning in a single retrieval pass without requiring explicit relational graphs. - ✅ **High Scalability**: Zero LLM token consumption, faster processing speed, and linear time/space complexity. -- cgit v1.2.3