Add pipeline tag and links to paper and code

README.md

@@ -1,7 +1,8 @@
 ---
-library_name: peft
 base_model: Qwen/Qwen3.5-9B
+library_name: peft
 license: apache-2.0
+pipeline_tag: text-ranking
 tags:
 - peft
 - lora
@@ -13,9 +14,11 @@ tags:
 
 # CICL Qwen3.5-9B QLoRA Adapter
 
-This repository contains a PEFT LoRA adapter trained for decision-aware context judgment experiments in CICL. The repository does not include the Qwen3.5-9B base model.
+This repository contains a PEFT LoRA adapter trained for decision-aware context judgment experiments as presented in the paper [Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents](https://huggingface.co/papers/2606.08151).
+
+Official Code: [XinyuGuan/CICL](https://github.com/stephen-guan-researcher/CICL)
 
-It is an **adapter-only** release. To run it, load the adapter with the matching base model:
+The repository does not include the Qwen3.5-9B base model. It is an **adapter-only** release. To run it, load the adapter with the matching base model:
 
 ```text
 base model: Qwen/Qwen3.5-9B
@@ -100,4 +103,4 @@ These numbers are intended as diagnostic evidence for the paper's surrogate-judg
 - This is not a standalone language model; it requires `Qwen/Qwen3.5-9B`.
 - It is trained for CICL counterfactual context-judgment experiments, not general chat or coding-agent use.
 - It should not be described as equivalent to Claude/Opus teacher models.
-- It is intended to support reproducibility of the surrogate-judge and selection-agreement experiments reported with the CICL project.
+- It is intended to support reproducibility of the surrogate-judge and selection-agreement experiments reported with the CICL project.