王嘉楠

When pointer_gen=True, why did you change the decoder inputs using encoder oovs?

1

Hi, I have a question about the data preprocessing. I mean this line: https://github.com/abisee/pointer-generator/blob/master/batcher.py#L71 Here you create `enc_input_extend_vocab` and modify `target`, but `dec_input ` unchanged. Why didn't you replace the...

How to reproduce the behaviour ---------    ``` [ {% for entity in input %} { "start_offset": {{ entity.start_offset }}, "end_offset": {{ entity.end_offset}}, "label": "{{ entity.label }}" }{%...

AttributeError: 'tuple' object has no attribute 'size'

1

**Describe the bug** A clear and concise description of what the bug is. **To Reproduce** Steps to reproduce the behavior: ``` from transformers import BertModel from torchinfo import summary bert_base_path...

Hi, do you have a plan to train a model by new dataset from aifenge?

关于relation_extraction例子中的反例样本

2

苏神你好，在relation_extraction那个例子中有一行是random.choice选择主语: https://github.com/bojone/bert_in_keras/blob/master/relation_extract.py#L171 这里k1随机出来之后，其实对应k1的正确k2就有了，但是k2你也是随机选出来的，这使得k2有可能选对，也有可能选错，选错的话就会在下面`for j in items.get((k1, k2), []):`时为[]，o1和o2都是全0的，当前错误的subject没有对应的object和predicate。这里是为了加入反例训练样本吗？这种做法有什么reference也是这样吗？不是很了解这块，希望向您请教下~

Thank you!

Add embedding API

14

For OpenAI API, they provide both Completion and Embedding API. And they claimed that text embedding was [trained by Contrastive Pre-Training](https://arxiv.org/abs/2201.10005). Now LLaMA/Vicuna have basically replicated the function of OpenAI's...

``` from pecos.xmc import Indexer import scipy.sparse as smat import numpy as np label_embeddings = np.array( [[-9.21174158, 5.11299655], [-8.59250195, -1.11406841], [-4.30549653, 3.99404334], [-4.43811548, 4.68773409], [-6.00330942, 7.96222741], [-6.87172864, 8.01769469], [-8.86330667, 4.96141572],...

微信群二维码失效，加好友次数过多

1

能更新下群二维码吗

这份代码跑不了了，crf层会报错： ``` Traceback (most recent call last): File "/data/jarvixwang/Project/BERT-BiLSTM-CRF/train.py", line 32, in train_bert_model(para, use_generator=False) File "/data/jarvixwang/Project/BERT-BiLSTM-CRF/train.py", line 13, in train_bert_model model = ModelLib.BERT_MODEL(para) File "/data/jarvixwang/Project/BERT-BiLSTM-CRF/ModelLib.py", line 21, in BERT_MODEL crf_output...