Update metadata

app.py

@@ -43,11 +43,11 @@ DEFAULT_MAX_NEW_TOKENS = 1024
 MAX_INPUT_TOKEN_LENGTH = int(os.getenv("MAX_INPUT_TOKEN_LENGTH", "4096"))
 
 DESCRIPTION = """\
-# Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
+# M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
 
-This Space demonstrates the reasoning paths optimization (RPO) framework with a Llama 3 model with 8B parameters fine-tuned for math reasoning. Feel free to play with it, or duplicate to run generations without a queue!
+This Space demonstrates the multimodal long document understanding model with 7B parameters fine-tuned for texts, tables, and figures. Feel free to play with it, or duplicate to run generations without a queue!
 
-🔎 For more details about the RPO training framework, check out the [paper](https://arxiv.org/abs/2410.10858) or [code](https://github.com/DAMO-NLP-SG/reasoning-paths-optimization).
+🔎 For more details about the project, check out the [paper](https://arxiv.org/pdf/2411.06176).
 """
 
 LICENSE = """