diff --git a/sections/2024/main/SLP-L15.md b/sections/2024/main/SLP-L15.md
index 4105b67..a367a70 100644
--- a/sections/2024/main/SLP-L15.md
+++ b/sections/2024/main/SLP-L15.md
@@ -38,5 +38,13 @@
 
 | **Title** | **Repo** | **Paper** | **Video** |
 |-----------|:--------:|:---------:|:---------:|
-> Will soon be added
+| CoQ:AN Empirical Framework for Multi-hop Question Answering Empowered by Large Language Models | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447488-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447488) | :heavy_minus_sign: |
+| Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding | [![GitHub](https://img.shields.io/github/stars/AaronTengDeChuan/PRO-HAN?style=flat)](https://github.com/AaronTengDeChuan/PRO-HAN) | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446254-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446254) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2402.03900-b31b1b.svg)](https://arxiv.org/abs/2402.03900) | :heavy_minus_sign: |
+| Revise the NLU: A Prompting Strategy for Robust Dialogue System | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10446138-E4A42C.svg)](https://ieeexplore.ieee.org/document/10446138) | :heavy_minus_sign: |
+| Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447862-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447862) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2309.09832-b31b1b.svg)](https://arxiv.org/abs/2309.09832) | :heavy_minus_sign: |
+| Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447417-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447417) | :heavy_minus_sign: |
+| ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition | :heavy_minus_sign: | [![IEEE Xplore](https://img.shields.io/badge/IEEE-10447592-E4A42C.svg)](https://ieeexplore.ieee.org/document/10447592) <br/> [![arXiv](https://img.shields.io/badge/arXiv-2405.03960-b31b1b.svg)](https://arxiv.org/abs/2405.03960) | :heavy_minus_sign: |
+
+
+
 
diff --git a/sections/2024/main/SPTM-L4.md b/sections/2024/main/SPTM-L4.md
new file mode 100644
index 0000000..dfc9345
--- /dev/null
+++ b/sections/2024/main/SPTM-L4.md
@@ -0,0 +1,42 @@
+# ICASSP-2024-Papers
+
+<table>
+    <tr>
+        <td><strong>Application</strong></td>
+        <td>
+            <a href="https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers" style="float:left;">
+                <img src="https://img.shields.io/badge/🤗-NewEraAI--Papers-FFD21F.svg" alt="App" />
+            </a>
+        </td>
+    </tr>
+    <tr>
+        <td><strong>Previous Collections</strong></td>
+        <td>
+            <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/README_2023.md">
+                <img src="http://img.shields.io/badge/ICASSP-2023-0073AE.svg" alt="Conference">
+            </a>
+        </td>
+    </tr>
+</table>
+
+<div align="center">
+    <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/SLP-L15.md">
+        <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/left.svg" width="40" alt="" />
+    </a>
+    <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/">
+        <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/home.svg" width="40" alt="" />
+    </a>
+    <a href="https://github.com/DmitryRyumin/ICASSP-2023-24-Papers/blob/main/sections/2024/main/MLSP-L12.md">
+        <img src="https://cdn.jsdelivr.net/gh/DmitryRyumin/NewEraAI-Papers@main/images/right.svg" width="40" alt="" />
+    </a>
+</div>
+
+
+## Bayesian Signal Processing
+
+![Section Papers](https://img.shields.io/badge/Section%20Papers-0-42BA16) ![Preprint Papers](https://img.shields.io/badge/Preprint%20Papers-0-b31b1b) ![Papers with Open Code](https://img.shields.io/badge/Papers%20with%20Open%20Code-0-1D7FBF) ![Papers with Video](https://img.shields.io/badge/Papers%20with%20Video-0-FF0000)
+
+| **Title** | **Repo** | **Paper** | **Video** |
+|-----------|:--------:|:---------:|:---------:|
+> Will soon be added
+