s-lstm 应该是对数据集进行分句处理，然后输入模型的吧，我看代码数据集预处理没有对句子进行分割，请作者帮我解惑

Hi~

I noticed in your equation (2) you applied softmax for these gates before building the new cell state, i, l, r, f, s = softmax(i, l, r, f, s). but I can not figure out why you need a softmax, I think you have already activated them by using sigmoid why you need another softmax. to normalize them? or for performance?

I found that the sst_data for classification task has same dev and test data. I wonder if you are randomly split the dev data from train data in your work? Thank you!

https://github.com/leuchine/S-LSTM/blob/master/sequence_tagging/model/ner_model.py#L277

in this line, you defined a separate parameter for $\mathbf{g}_{t-1}$, does this mean the $W_f$ in equation (3) is not the same parameter $W_f$ in equation (2), though you are utilizing the same notations?
same question for $U_f, W_o, U_o, b_f, b_o$ in both of these two equations.

thx~

请问要跑这份代码需要什么样的环境呢，我已经pip install datetime但是在运行python build_data.py时仍然报错Traceback (most recent call last):
File "/public/home/yaoshsh/anaconda3/envs/recon/lib/python3.8/site-packages/numpy/core/init.py", line 23, in
from . import multiarray
File "/public/home/yaoshsh/anaconda3/envs/recon/lib/python3.8/site-packages/numpy/core/multiarray.py", line 10, in
from . import overrides
File "/public/home/yaoshsh/anaconda3/envs/recon/lib/python3.8/site-packages/numpy/core/overrides.py", line 6, in
from numpy.core._multiarray_umath import (
ImportError: PyCapsule_Import could not import module "datetime"

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "build_data.py", line 1, in
from model.config import Config
File "/public/home/yaoshsh/ai_proj/S-LSTM/sequence_tagging/model/config.py", line 4, in
from .general_utils import get_logger
File "/public/home/yaoshsh/ai_proj/S-LSTM/sequence_tagging/model/general_utils.py", line 4, in
import numpy as np
File "/public/home/yaoshsh/anaconda3/envs/recon/lib/python3.8/site-packages/numpy/init.py", line 141, in
from . import core
File "/public/home/yaoshsh/anaconda3/envs/recon/lib/python3.8/site-packages/numpy/core/init.py", line 49, in
raise ImportError(msg)
ImportError:

IMPORTANT: PLEASE READ THIS FOR ADVICE ON HOW TO SOLVE THIS ISSUE!

Importing the numpy C-extensions failed. This error can happen for
many reasons, often due to issues with your setup or how NumPy was
installed.

We have compiled some common reasons and troubleshooting tips at:

https://numpy.org/devdocs/user/troubleshooting-importerror.html

Please note and check the following:

• The Python version is: Python3.8 from "/public/home/yaoshsh/anaconda3/envs/recon/bin/python"
• The NumPy version is: "1.24.4"

and make sure that they are the versions you expect.
Please carefully study the documentation linked above for further help.

Original error was: PyCapsule_Import could not import module "datetime"

Segmentation fault
望解答