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Facilitating the design, comparison and sharing of deep text matching models.

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Hello, I am getting the following error while I am trying to build the DRMM model for my ranking task at this line ([here](https://github.com/NTMC-Community/MatchZoo/blob/8a487ee5a574356fc91e4f48e219253dc11bcff2/matchzoo/models/drmm.py#L111)) TypeError: Could not build a TypeSpec...

bug

### Describe the bug MatchZoo breaks when run in google colab beacause of deprocated dependencies in keras ### To Reproduce Attempt to import match zoo in google colab: !pip3 install...

bug

### Describe the bug the project needs TensorFlow, but set_up.py does not contain the package. Although the requirements.txt contain the package, but when execute the command: pip install -e .,...

bug

Hello, I'm working on **SLGen**(Structure Learning for Headline Generation(AAAI-20)) paper. In this paper, they are utilizing **Deep and Wide component** for Structure representation of Text documents. Now, the question is...

question

### Describe the Question I have a trained DSSM model and wanted to compare the ranked items based on dssm model.predict() scores against the cosine similarity scores after the model's...

question

### Describe the bug when I run tutorials.wikiqa.esim.ipynb, in the last run model.save(SAVE_PATH), raise ValueError: substring not found File "D:\ProgramData\Anaconda3\envs\Matchzoo\lib\site-packages\tensorflow_core\python\ops\variables.py", line 1150, in _shared_name return self.name[:self.name.index(":")]

bug

### Describe the bug run the example in Get Started in 60 Seconds ![image](https://user-images.githubusercontent.com/548443/127103356-984ec2c8-2c09-4766-accb-c0c65186c3ce.png) ### Context - **OS** Ubuntu18.04 - **Hardware** Tesla 80k, cuda 10.1,cudnn7.0 - matchzoo 2.2.0, tensorflow2.2.0, keras2.3.0...

bug

Reason: https://www.pyimagesearch.com/2019/10/21/keras-vs-tf-keras-whats-the-difference-in-tensorflow-2-0/ Solution: I will send a pull request later.

enhancement

### Describe the bug error occurs when import matchzoo ### Describe your attempts >>> import matchzoo as mz Traceback (most recent call last): File "", line 1, in File "/app/python_venv/lib/python3.5/site-packages/matchzoo/__init__.py",...

bug

### such as model build, where we can set the learning rate model = mz.models.MatchPyramid() model.params.update(preprocessor.context) model.params['task'] = ranking_task model.params['embedding_output_dim'] = 128 model.params['embedding_input_dim'] = preprocessor.context['embedding_input_dim'] model.params['embedding_trainable'] = True model.params['num_blocks'] =...

question