reading-comprehension | Comparing attention-based convolutional | Machine Learning library
kandi X-RAY | reading-comprehension Summary
kandi X-RAY | reading-comprehension Summary
Comparing attention-based convolutional and recurrent neural networks under adversarial attacks to investigate their success and limitations in machine reading comprehension
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Top functions reviewed by kandi - BETA
- Runs the training
- Match phrase in text
- Replace all synonyms in text
- Evaluate the model
- Predict next batch
- Get embeddings
- Plots an attention
- Convert a list of values into a single array
- Convert a string to a valid filename
- Convert movieqa code
- Calculate the average rank
- Create validation dataset
- Restore vocabulary
- Creates a complete dataset
- Calculate the average precision
- Get the most common words
- Load word embeddings
- Creates 200 validation dataset
- Load a pretrained pretrained embedding file
- Calculate gradients
- Modify validation questions in the dataset
- LSTM
- Evaluate an ensemble
- Set data conf values
- Train a model
- Runs the evaluation
reading-comprehension Key Features
reading-comprehension Examples and Code Snippets
Community Discussions
Trending Discussions on reading-comprehension
QUESTION
I'm relatively new to gradle and I have a situation in which I have a (gradle) project and I would like to use junit 4.13 or higher (for assert throws). You can find the project here: https://gitlab.com/connorbutch/reading-comprehension/-/blob/master/reading-comprehension-server-quarkus-impl/build.gradle The issue is that one of the dependencies of the project brings in junit 4.12, so this ends up on my classpath from the transitive dependency (I've verified this using the project report plugin). I'm trying to remove junit 4.12 from the classpath using the following methods, but to no avail (find the results next to each):
- adding an exclusion to the dependency bringing in junit.12 transitively -> this results in 4.12 still being present on classpath, and still being brought in from this dependency:
implementation('io.quarkus:quarkus-resteasy-jackson') { exclude group: 'junit', module: 'junit'}
- adding a (strict) constraint to force the upgrade of the minor version -> says cannot find dependency to satisfy contraints (see below):
constraints{ //force upgrade to junit 4.13 for compatibility (and gives us assertThrows) implementation("junit:junit") { because "4.13 has assertThrows" version { strictly "$junitVersion" } } }
Error log for trying to force upgrade: `Could not resolve all files for configuration ':reading-comprehension-server-quarkus-impl:testCompileClasspath'.
Could not resolve junit:junit:4.13. Required by: project :reading-comprehension-server-quarkus-impl > Cannot find a version of 'junit:junit' that satisfies the version constraints: Dependency path 'com.connor:reading-comprehension-server-quarkus-impl:1.0.0-SNAPSHOT' --> 'junit:junit:4.13' Constraint path 'com.connor:reading-comprehension-server-quarkus-impl:1.0.0-SNAPSHOT' --> 'junit:junit:{strictly 4.13}' because of the following reason: 4.13 has assertThrows Constraint path 'com.connor:reading-comprehension-server-quarkus-impl:1.0.0-SNAPSHOT' --> 'io.quarkus:quarkus-universe-bom:1.7.1.Final' --> 'junit:junit:4.12'
Could not resolve junit:junit:{strictly 4.13}. Required by: project :reading-comprehension-server-quarkus-impl > Cannot find a version of 'junit:junit' that satisfies the version constraints: Dependency path 'com.connor:reading-comprehension-server-quarkus-impl:1.0.0-SNAPSHOT' --> 'junit:junit:4.13' Constraint path 'com.connor:reading-comprehension-server-quarkus-impl:1.0.0-SNAPSHOT' --> 'junit:junit:{strictly 4.13}' because of the following reason: 4.13 has assertThrows Constraint path 'com.connor:reading-comprehension-server-quarkus-impl:1.0.0-SNAPSHOT' --> 'io.quarkus:quarkus-universe-bom:1.7.1.Final' --> 'junit:junit:4.12' `
Can anyone help me force my project to use junit 4.13 (or higher)? Thanks.
Side note: I suspect this might be an issue with this being a maven native project, so there might be issues with transitive dependencies (as in maven, there is no api vs implementation scopes).
...ANSWER
Answered 2020-Sep-18 at 03:24The reason JUnit 4.12 is resolving instead of a higher version (4.13) is because of this line: https://gitlab.com/connorbutch/reading-comprehension/-/blob/master/reading-comprehension-server-quarkus-impl/build.gradle#L43
You are enforcing constraints from this platform (BOM) which defines JUnit 4.12 as a constraint: https://search.maven.org/artifact/io.quarkus/quarkus-universe-bom/1.7.0.Final/pom
QUESTION
I am implementing a RESTful api that has a GET endpoint that needs to support pagination. To do so, I have implemented the standard limit and offset query parameters. When I get to the (mysql) database, I need to fetch the data in an ordered, consistent manner. I have attempted to use an 'order by' combined with a 'limit x, y' in my query, yet the expected results are not being returned.
DDL/DML
Here is the (only) script being used to create the tables/indexes (ddl) and insert the data (dml): https://gitlab.com/connorbutch/reading-comprehension/-/blob/9-list-all-assessments/reading-comprehension-server-quarkus-impl/src/main/resources/db/migration/V1.0.0__CreateAssessment.sql. The contents of the file is also given below:
...ANSWER
Answered 2020-Sep-12 at 15:47Full marks to the question preparation,
If I see the problem and understood correct, the issue is with the order you place limit
and offset
There are two ways,
Either you explicitly mention the limit
and offset
as,
QUESTION
I have a new application (https://gitlab.com/connorbutch/reading-comprehension/-/tree/5-implement-glue-code where I am currently working off of branch 5-implement-glue-code ) that is running in docker (for now, it will eventually run in knative). The application builds (both locally and on the gitlab ci/cd server), and deploys a docker image (both locally and on gitlab ci/cd server). It also passes acceptance tests locally. However, when it runs the acceptance tests on the gitlab ci/cd server, it appears the docker deployment is not exposed/taking place on another host/url.....?
If you wish to run this locally, you can easily do this with a single command (after cloning/cd to the repo): docker run -i --rm -p 8080:8080 registry.gitlab.com/connorbutch/reading-comprehension & ./wait-for-it-2.sh
). If not, you can recreate by cd to the repo and running ./build-it.sh
Here is an output of the failing build on the gitlab server (when running the command mentioned above docker run -i --rm -p 8080:8080 registry.gitlab.com/connorbutch/reading-comprehension & ./wait-for-it-2.sh
). You can find this output here: https://gitlab.com/connorbutch/reading-comprehension/-/jobs/714867229
ANSWER
Answered 2020-Sep-02 at 00:54Give a try using docker:8080 to connect instead of localhost. I am not totally sure but I think I had this issue with dind. In this situation, your service is not exposed to the host but to dind service. Hope this will solve your issue.
QUESTION
Background:
I have a project that runs a docker image (in production it will run in knative, but for testing, docker/docker compose is a good first step), and as part of my CI/CD pipeline, I would like to run acceptance tests against the image. I have the image configured to run in docker, and the (cucumber) acceptance tests run as part of a gradle task. I would like the gradle testing to wait until the image is spun up (the image itself takes under .02 of a second to start thanks to graalvm ahead of time compilation, but the gitlab runner can be slow). I have hooked up a wait-for-it.sh script (https://gitlab.com/connorbutch/reading-comprehension/-/blob/5-implement-glue-code/wait-for-it.sh) and that works to wait for localhost:8080 (you can verify yourself by executing the following command: docker run -i --rm -p 8080:8080 connorbutch/reading-comprehension-server-quarkus-impl & ./wait-for-it.sh localhost:8080 --timeout=10 --strict -- ./gradlew acceptanceTest
), but but I would like to have the task wait for localhost:8080/health/readiness, and the following command does not work: docker run -i --rm -p 8080:8080 connorbutch/reading-comprehension-server-quarkus-impl & ./wait-for-it.sh localhost:8080/health/readiness --timeout=10 --strict -- ./gradlew acceptanceTest
It is important to note the application starts up in .02 seconds at the slowest, so the endpoint is up and working, it is an issue with how I am running the wait-for-it script
Any ideas on how to input the values to wait for it so that I have the wait-for-it.sh test a url containing a slash? Alternatively, any other input on how to perform this ordering would be great too!
If you'd like to run locally, clone the code from (https://gitlab.com/connorbutch/reading-comprehension/-/tree/5-implement-glue-code) (only requirement is to have docker), execute the ./run-it.sh, then use the above commands Thanks, Connor
...ANSWER
Answered 2020-Aug-26 at 00:01wait-for-it.sh is a pure bash script that will wait on the availability of a host and TCP port.
you can't use it to check if service deployed into the server or URL is returning response or not , so you have to implement your own entry point script by using curl command and sleep to wait for that URL to return 200 ok or the response which you are expecting
you can start from here
QUESTION
Problem Description I have a project in which I am building a RESTful api with micronaut. The models returned in the response body are generated from an open api specification (using a gradle plugin).
However, for some reason, it micronaut always returns any model object as an empty json object {}, even when it should be a populated object.
Repository Link https://gitlab.com/connorbutch/open-api-micronaut-quarkus
Examples of output
Expected:
...ANSWER
Answered 2020-Aug-12 at 01:58I found the answer. Even if a class is compiled with @Introspected, the graal vm (native-image cli) does not look at those classes. In order to include these, I eventually ended up including a class specifying to introspect these classes @Introspected(classes = { Pet.class, Error.class})
If anyone is interested, I'll post a gitlab link with examples
QUESTION
I am working in a gitlab ci/cd pipeline. This pipeline executes all of its commands (excluding the deployments) with maven and docker. In this case, I am trying to run integration tests (that are kicked off by maven), which use a test container (for the mysql database). These tests work fine when running locally. However, I am running into issues when I try to run them from gitlab. I am fairly certain my issue is I don't have access to docker (however, in this case, I need my image to have both docker and maven).
Here is the applicable section of gitlab file:
...ANSWER
Answered 2020-Mar-17 at 19:52For anyone who's wondering: You can fix this by adding a few variables to your CI/CD configuration.
The ones I added were:
QUESTION
I want to use pandas to move the data around on a text file so that it is easy to parse data for the user. So far I am able to import several text files and append the data to a data frame along with adding headers. What I want to do is move the data to the correct column, but the issue is all the data is on the same column.
Here is my data:
...ANSWER
Answered 2019-Apr-12 at 06:40Assuming your data is a pandas.DataFrame
object and those 6 pieces of information are always present in that specific order, you might try:
QUESTION
I am having a hard time passing props using Vue-Router. I seem to not be able to access the props when I bring them into the next view. This is my methods object:
...ANSWER
Answered 2017-Jul-09 at 22:15When you navigate to the new route programmatically, you should use params
, not props.
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Install reading-comprehension
You can use reading-comprehension like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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