Fix code repo URL and add paper link

results/A3-Qwen3.5-9B/README.md

@@ -61,6 +61,6 @@ This agent is [GenericAgent](https://github.com/ServiceNow/AgentLab/blob/main/sr
   - Dataset: WebSynth trajectories collected via the A3 pipeline (agent-generated annotations on real websites)
   - Fine-tuning method: Supervised Fine-Tuning (SFT) with FSDP
   - Temperature at inference: 0.6
-- **Paper Link:** (forthcoming)
-- **Code Repository:** https://github.com/McGill-NLP/llm-annotators
+- **Paper Link:** https://arxiv.org/abs/2604.07776
+- **Code Repository:** https://github.com/McGill-NLP/agent-as-annotators
 - **License:** Apache-2.0