update readme.

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -0,0 +1,63 @@
+name: 🐞 Bug/Help
+description: File a bug/issue
+title: "[BUG/Help] <title>"
+labels: []
+body:
+- type: checkboxes
+  attributes:
+    label: Is there an existing issue for this?
+    description: Please search to see if an issue already exists for the bug you encountered.
+    options:
+    - label: I have searched the existing issues
+      required: true
+- type: textarea
+  attributes:
+    label: Current Behavior
+    description: | 
+      A concise description of what you're experiencing, with screenshot attached if possible.
+      Tip: You can attach images or log files by clicking this area to highlight it and then dragging files in.
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Expected Behavior
+    description: A concise description of what you expected to happen.
+  validations:
+    required: false
+- type: textarea
+  attributes:
+    label: Steps To Reproduce
+    description: Steps to reproduce the behavior.
+    placeholder: |
+      1. In this environment...
+      2. With this config...
+      3. Run '...'
+      4. See error...
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Environment
+    description: |
+      examples:
+        - **OS**: Ubuntu 20.04
+        - **Python**: 3.8
+        - **Transformers**: 4.26.1
+        - **PyTorch**: 1.12
+        - **CUDA Support**: True
+    value: |
+        - OS:
+        - Python:
+        - Transformers:
+        - PyTorch:
+        - CUDA Support (`python -c "import torch; print(torch.cuda.is_available())"`) :
+    render: markdown
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Anything else?
+    description: |
+      Links? References? Anything that will give us more context about the issue you are encountering!
+  validations:
+    required: false

.github/ISSUE_TEMPLATE/feature-request.yml

@@ -0,0 +1,26 @@
+name: Feature request
+description: Suggest an idea for this project
+title: "[Feature] <title>"
+labels: []
+body:
+- type: textarea
+  attributes:
+    label: Is your feature request related to a problem? Please describe.
+    description: |
+      A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+  validations:
+    required: false
+- type: textarea
+  attributes:
+    label: Solutions
+    description: |
+      Describe the solution you'd like
+      A clear and concise description of what you want to happen.
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Additional context
+    description: Add any other context or screenshots about the feature request here.
+  validations:
+    required: false

.github/ISSUE_TEMPLATE/usage-question.md

@@ -1,20 +1,16 @@
 ---
 name: Usage Question
-about: Ask a question about text2vec usage
+about: Ask a question about repo usage
 title: ''
 labels: question
 assignees: ''
 
 ---
 
 ### Describe the Question
-Please provide a clear and concise description of what the question is.
 
 ### Describe your attempts
 - [ ] I walked through the tutorials
 - [ ] I checked the documentation
 - [ ] I checked to make sure that this is not a duplicate question
 
-You may also provide a [Minimal, Complete, and Verifiable example](https://stackoverflow.com/help/mcve) you tried as a workaround, or StackOverflow solution that you have walked through. (e.g. cosmic radiation).
-
-In addition, figure out your version by running `import text2vec; text2vec.__version__`.

README.md

@@ -133,6 +133,7 @@ Cross-Encoder适用于向量检索精排。
 | Word2Vec | word2vec | w2v-light-tencent-chinese | 20.00 | 31.49 | 59.46 | 2.57 | 55.78 | 33.86 | 23769 |
 | SBERT | xlm-roberta-base | paraphrase-multilingual-MiniLM-L12-v2 | 18.42 | 38.52 | 63.96 | 10.14 | 78.90 | 41.99 | 3138 |
 | CoSENT | hfl/chinese-macbert-base | [shibing624/text2vec-base-chinese](https://huggingface.co/shibing624/text2vec-base-chinese) | 31.93 | 42.67 | 70.16 | 17.21 | 79.30 | **48.25** | 3008 |
+| CoSENT | hfl/chinese-lert-large | [GanymedeNil/text2vec-large-chinese](https://huggingface.co/GanymedeNil/text2vec-large-chinese) | - | - | - | - | - | - | - |
 
 说明：
 - 结果值均使用spearman系数
@@ -732,8 +733,7 @@ curl -X 'GET' \
 
 - Issue(建议)：[![GitHub issues](https://img.shields.io/github/issues/shibing624/text2vec.svg)](https://github.com/shibing624/text2vec/issues)
 - 邮件我：xuming: [email protected]
-- 微信我：
-加我*微信号：xuming624, 备注：姓名-公司-NLP* 进NLP交流群。
+- 微信我：加我*微信号：xuming624, 备注：姓名-公司-NLP* 进NLP交流群。
 
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