User Interface

This folder contains the code of running the user interface.

To start the local server, you can run python server/server.py inside this folder.

Then you can visit http://localhost:7070/ to interact with the user interface.

The code of the system of iSEA is organized as below:

• The data/ folder contains the pre-computed data. We describe thedata processing step in the pre-process/ directory. For a given <data_name> (e.g., "twitter", "mnli_government" as we describe in the paper), the following files should be included to run the web application successfully:

  • <data_name>_binary/list.json: the binary rule (based on tokens).

  • <data_name>_binary/test.json: the tokens.

  • <data_name>/doc.jsonl: the actual documents. The format of the this file is slightly different from the one used during data process when used for the user interface. Check /pre-process/02-doc_process for more details.

  • <data_name>/model_output.csv: model predictions and ground truth.

  • <data_name>/model_stat.json: model performance statistics used for the overall stat. view.

  • <data_name>/hfeat_stat.csv: extracted high-level features.

  • <data_name>_hfeat/list.json: the extracted rules based on high-level features.

  • <data_name>_hfeat/test.json: features used as high-level features, and thresholds for low/medium/high values.

  • <data_name>/sentence_tsne.csv: 2-dimensional projection of document embeddings for each document (2d positions in the projection view).

• The server/ folder contains the code of the server side, include app routing function supported by Flask, and other real-time computation functions.

• The static/ folder contains all the front-end code, including the visualization and interactive functions.