diff --git a/README.md b/README.md
index 88edf4e..b6b1222 100755
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+++ b/README.md
@@ -91,6 +91,7 @@ If you find this repository useful, please consider [citing](#citation) and STAR
 * **LLM-Reward**: "Language to Rewards for Robotic Skill Synthesis", *arXiv, Jun 2023*. [[Paper](https://arxiv.org/abs/2306.08647)] [[Website](https://language-to-reward.github.io/)]
 * **AlphaBlock**: "AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation", *arxiv, May 2023*. [[Paper](https://arxiv.org/abs/2305.18898)]
 * **CoPAL**: "Corrective Planning of Robot Actions with Large Language Models", *arXiv, Oct 2023*. [[Paper](https://arxiv.org/abs/2310.07263)] [[Website](https://hri-eu.github.io/Loom/)][[Code](https://github.com/HRI-EU/Loom/tree/main)]
+* **Beyond Text**: "Beyond Text: Improving LLM's Decision Making for Robot Navigation via Vocal Cues", *arxiv, Feb 2024*. [[Paper](https://arxiv.org/abs/2402.03494)]
 
 
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