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This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multimodal Sentiment Analysis, accepted at ACMMM 2021.

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Hello, I encountered the same problem twice when running the code. It will be displayed near the end of the code: AttributeError: type object 'object' has no attribute 'dtype' ![1698377456308](https://github.com/thuiar/TFR-Net/assets/100461491/d13bd64a-5285-446b-8f5e-c997dc105171)

作者您好,请问一下,在运行sims数据集时,总是报错:AssertionError: embed_dim must be divisible by num_heads,发现是在multihead_attention中,由于self.head_dim * num_heads == self.embed_dim不符合所致,在mosi数据集中,sequence_length为(50,50,50),而sims数据集的sequence_length为 (39, 400, 55),50可以被25整除,39不能被25整除,想请问一下sims数据集(unaligned_39.pkl)还需要进行进一步处理吗?还是代码中的问题? 期待您的答疑!

在config_regression.py中我设置了unaligned_missing的missing_rate=(1.0,0.0,0.0),即完全去除了文本模态。 最终模型得到的testing Non0_acc_2最高只有57.16,可能的原因是什么呢?