SQuAD-explorer | Visually Explore the Stanford Question Answering Dataset | Dataset library

 by   rajpurkar JavaScript Version: Current License: MIT

kandi X-RAY | SQuAD-explorer Summary

kandi X-RAY | SQuAD-explorer Summary

SQuAD-explorer is a JavaScript library typically used in Artificial Intelligence, Dataset, Deep Learning, Pytorch applications. SQuAD-explorer has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Visually Explore the Stanford Question Answering Dataset

            kandi-support Support

              SQuAD-explorer has a low active ecosystem.
              It has 510 star(s) with 114 fork(s). There are 30 watchers for this library.
              It had no major release in the last 6 months.
              There are 10 open issues and 9 have been closed. On average issues are closed in 38 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of SQuAD-explorer is current.

            kandi-Quality Quality

              SQuAD-explorer has 0 bugs and 0 code smells.

            kandi-Security Security

              SQuAD-explorer has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              SQuAD-explorer code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              SQuAD-explorer is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              SQuAD-explorer releases are not available. You will need to build from source code and install.

            Top functions reviewed by kandi - BETA

            kandi has reviewed SQuAD-explorer and discovered the below as its top functions. This is intended to give you an instant insight into SQuAD-explorer implemented functionality, and help decide if they suit your requirements.
            • remove function arguments
            Get all kandi verified functions for this library.

            SQuAD-explorer Key Features

            Visually Explore the Stanford Question Answering Dataset

            SQuAD-explorer Examples and Code Snippets

            No Code Snippets are available at this moment for SQuAD-explorer.

            Community Discussions


            What does BERT's special characters appearance in SQuAD's QA answers mean?
            Asked 2020-Feb-13 at 21:41

            I'm running a fine-tuned model of BERT and ALBERT for Questing Answering. And, I'm evaluating the performance of these models on a subset of questions from SQuAD v2.0. I use SQuAD's official evaluation script for evaluation.

            I use Huggingface transformers and in the following you can find an actual code and example I'm running (might be also helpful for some folks who are trying to run fine-tuned model of ALBERT on SQuAD v2.0):



            Answered 2020-Feb-13 at 21:41

            You should simply treat them as invalid because you try to predict a proper answer span from the variable text. Everything else should be invalid. This is also the way how huggingface treats this predictions:

            We could hypothetically create invalid predictions, e.g., predict that the start of the span is in the question. We throw out all invalid predictions.

            You should also note that they use a more sopisticated method to get the predictions for each question (don't ask me why they show torch.argmax in their example). Please have a look at the example below:

            Source https://stackoverflow.com/questions/60133236

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network


            No vulnerabilities reported

            Install SQuAD-explorer

            You can download it from GitHub.


            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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