Add pipeline tag and links to paper, code, and project page

README.md

@@ -1,23 +1,31 @@
----
-language: en
-license: mit
-tags:
-  - llm
-  - sft
-  - rlhf
-  - qwen
-  - llama
----
-
-# PaperAudit SFT/RL Model Collection
-This repo aggregates all SFT/RL fine-tuned models for the PaperAudit project.
-
-## Model List
-| Model Name | Hugging Face Link | Description |
-|------------|-------------------|-------------|
-| Qwen3-8B-sft-rl | [mayiwen/PaperAudit_Qwen3_8B_sft_rl](https://huggingface.co/mayiwen/PaperAudit_Qwen3_8B_sft_rl) | Qwen3 8B model fine-tuned with SFT + RL for PaperAudit |
-| Qwen3-14B-sft-rl | [mayiwen/PaperAudit_Qwen3_14B_sft_rl](https://huggingface.co/mayiwen/PaperAudit_Qwen3_14B_sft_rl) | Qwen3 14B model fine-tuned with SFT + RL for PaperAudit |
-| Llama3.2-3B-sft-rl | [mayiwen/PaperAudit_Llama3.2_3B_sft_rl](https://huggingface.co/mayiwen/PaperAudit_Llama3.2_3B_sft_rl) | Llama3.2 3B model fine-tuned with SFT + RL for PaperAudit |
-
-## Usage
+---
+language: en
+license: mit
+tags:
+- llm
+- sft
+- rlhf
+- qwen
+- llama
+pipeline_tag: text-generation
+---
+
+# PaperAudit SFT/RL Model Collection
+
+This repo aggregates all SFT/RL fine-tuned models for the [PaperAudit-Bench](https://huggingface.co/papers/2601.19916) project, a benchmark for error detection in research papers and evidence-aware automated review.
+
+**Paper:** [PaperAudit-Bench: Benchmarking Error Detection in Research Papers for Critical Automated Peer Review](https://huggingface.co/papers/2601.19916)  
+**Code:** [https://github.com/TU2021/PaperAudit](https://github.com/TU2021/PaperAudit)  
+**Project page:** [ScienceOne Manuscript Review](https://www.scienceone.cn/lit/#/assistant)
+
+## Model List
+
+| Model Name | Hugging Face Link | Description |
+|------------|-------------------|-------------|
+| Qwen3-8B-sft-rl | [mayiwen/PaperAudit_Qwen3_8B_sft_rl](https://huggingface.co/mayiwen/PaperAudit_Qwen3_8B_sft_rl) | Qwen3 8B model fine-tuned with SFT + RL for PaperAudit |
+| Qwen3-14B-sft-rl | [mayiwen/PaperAudit_Qwen3_14B_sft_rl](https://huggingface.co/mayiwen/PaperAudit_Qwen3_14B_sft_rl) | Qwen3 14B model fine-tuned with SFT + RL for PaperAudit |
+| Llama3.2-3B-sft-rl | [mayiwen/PaperAudit_Llama3.2_3B_sft_rl](https://huggingface.co/mayiwen/PaperAudit_Llama3.2_3B_sft_rl) | Llama3.2 3B model fine-tuned with SFT + RL for PaperAudit |
+
+## Usage
+
 Refer to each model's repo for detailed usage instructions (training code, inference examples, etc.).