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llmrank's Issues

复现

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按照代码中给的命令,由于我的网络问题,把async_dispatch设为False,复现之后各个指标好像都达不到论文中的值,是因为async_dispatch的设置吗?

关于baseline的评估细节

据我了解,这个表格中的zero-shot部分,随机抽取200个用户,作为test set,每个用户1个正样本+19个负采样;

我的问题是,baseline中的full这些模型的指标

  1. 是否也是随机抽取200个用户?
  2. 是否也是在1+19的方式计算出来的?

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另外在3.2节中提到:"The top-3 best items retrieved by each candidate generation model will be merged into a candidate set containing a total of 21 items." 我想问一下:
3. 每种检索方式检索的3个中,如果有重复是怎么处理的?

感谢回复!

sasrec games复现结果不一致

test result: OrderedDict([('recall@1', 0.04), ('recall@5', 0.235), ('recall@10', 0.46), ('recall@20', 1.0), ('recall@50', 1.0), ('ndcg@1', 0.04), ('ndcg@5', 0.1323), ('ndcg@10', 0.2035), ('ndcg@20', 0.3383), ('ndcg@50', 0.3383)])
您好,以上是我按照给出的sasrec预训练模型和代码中的数据得到的结果,远低于论文结果,请问是怎么回事,是yaml文件中某个地方的设置问题吗,现在是在random数据集中进行的,请问是什么原因?
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关于异步调用api

在使用asyncio异步调用api时显示Error communicating with OpenAI,而当使用串行调用api时,即async_dispatch设为False,可以正常返回结果。

how were the m1-1m.random constructed?

hello, I try to search some user with items from m1-1m.random in file m1-1m.inter, but I cannot find the corresponding one?does this file include random negative pairs?

请教问题

user_token2id = dataset.field2token_id['user_id']
item_token2id = dataset.field2token_id['item_id']

您好,这里我有些困惑,有些不确定。
filed可能指的是user 和 item;
field 2 token_id,token_id 是什么?

user_token 2 id 和 item_token 2 id 这里的id是什么?

这里可能涉及内部id和外部id,item id、token 和真实item的自然语言名字,这三个如何转换?

感谢您的工作,期望得到您的回复。

在推理阶段bootstrap的策略是如何使用?

您好,我从代码中看到你们实现boostrap策略是通过同一个样本复制三次然后shuffle计算结果的,那么你们的方法在推理的阶段是如何使用呢?比如有三个候选项目,三次大模型给出三个排序结果,如何将这个shuffle三次的输出结果综合得到最后的输出结果呢?这块我看论文中没有明显提出来,还是说这不是你们论文的讨论范围,也就是你们只是做评测,然后这个过程和推理过程是有差别的呢?
希望能得到您的回答,谢谢!

数据预处理步骤报错

使用python dataset/unisrec_auxiliary_files_process.py生成 *.feat1CLS时,提示:
huggingface_hub.utils._validators.HFValidationError: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/mnt/zhangjunjie/bert-base-uncased'.
此处是否有需要下载的预训练模型

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