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mega's Issues

实验设备

咨询一下,这个模型训练使用的显卡设备是什么型号,想要做多模态关系抽取,至少需要什么型号的显卡

关于标注的一些问题

请问一下,数据标注的时候是对一个句子中的所有实体对都会进行标注关系吗,因为观察到数据集中有大量的关系为None。

代码复现结果问题

请问论文里代码结果随机种子的设置是多少呀?目前无法复现出论文的结果?其他设置与github描述设置的一致,但是设置不同的随机种子结果差异特别大,请问论文中的结果设置的随机种子是多少呀?

there have a place with no code implementation

image
您好,我是Mega这篇论文的忠实的读者,我想问一下这个alignments.py里面 get_estimated_alignment_matrix函数为啥没有代码实现?
Hello,I am a reader of this paper.I want know that why this function called "get_estimated_alignment_matrix" in the file of "alignments.py" have no code implementation.

模型ckpt的问题

你好,我下载的ckpt里面是MEGA_ckpt.tar压缩包,并不是ckpt,而且训练的话,效果好像达不到论文里面的准确率

Questions

Hi, here are some questions puzzling me:

  1. There is one file named "rel_1" in the dataset.zip. What information does it contain? Does it represent the aligned maps between the text-graph and visual-graph? Btw, I noticed that the documents in it have different lengths.
  2. There are items named "selected objects" / "objects relations" in the case study table. Do these items represent the most aligned visual objests or the relations between these aligned visual onjects?

ckpt加载失败

您好,加载您提供的ckpt模型时,出现报错

RuntimeError: Error(s) in loading state_dict for SoftmaxNN:
Missing key(s) in state_dict: "sentence_encoder.bert.embeddings.position_ids".

微信图片_20220303150221

Paper pdf

Hello, could you please provide the following pdf version of this paper? I want to read this paper. My email is [email protected]. Thx.

针对数据集

我已经依据脚本下载了数据集,分别是fewrel、nyt10、semeval和wiki80。这几个数据集没有图像数据如何利用这些数据去运行程序?还需要预处理这些数据?

加载dataset时,读取图片特征报错

self.pic_file_list = os.listdir(self.pic_path)
for pic_file in self.pic_file_list:
    with open(os.path.join(self.pic_path, pic_file), 'r', encoding='utf-8') as f:
        line_list = f.readlines()
        feature_list = line_list[2].strip().split('\t')
        class_list = line_list[1].strip().split('\t')

这里的pic_path,pic_file分别是imgSG/train, twitter_19_31_0_0.jpg时 出现'utf-8' codec can't decode byte 0xff in position 0: invalid start byte错误
想请教下读取图片特征时应该如何修改以及 class_list 和 feature_list分别是什么?

About StructuralAlign.py

作者你好,很高兴能够看到你的开源模型,在学习你的模型中关于图对齐部分,在StructuralAlign.py中的path_load应该写什么呢,我用的是data/combined_graph_edges_10/train,以及在定义属性attributes时,涉及到存节点属性的numpy矩阵文件路径,这个路径是什么?我没有找到,期待你的答复!

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