MuTual | A Dataset for Multi-Turn Dialogue Reasoning | Natural Language Processing library

 by   Nealcly Python Version: Current License: No License

kandi X-RAY | MuTual Summary

kandi X-RAY | MuTual Summary

MuTual is a Python library typically used in Artificial Intelligence, Natural Language Processing, Bert applications. MuTual has no bugs, it has no vulnerabilities and it has low support. However MuTual build file is not available. You can download it from GitHub.

MuTual: A Dataset for Multi-Turn Dialogue Reasoning (ACL2020). MuTual is a retrieval-based dataset for multi-turn dialogue reasoning, which is modified from Chinese high school English listening comprehension test data. Please see our paper for more details. We also provide several baselines to facilitate the further research. (Coming soon).
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            kandi-support Support

              MuTual has a low active ecosystem.
              It has 186 star(s) with 26 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 3 have been closed. On average issues are closed in 1 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MuTual is current.

            kandi-Quality Quality

              MuTual has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              MuTual does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              MuTual releases are not available. You will need to build from source code and install.
              MuTual has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              MuTual saves you 254 person hours of effort in developing the same functionality from scratch.
              It has 617 lines of code, 20 functions and 3 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MuTual and discovered the below as its top functions. This is intended to give you an instant insight into MuTual implemented functionality, and help decide if they suit your requirements.
            • Train model
            • Convert examples to features
            • Evaluate a model
            • Load and cache training data
            • Select a field from features
            • Set random seed
            • Calculate simple accuracy
            • Get train examples
            • Create input examples
            • Read all files in input_dir
            • Get examples from dev directory
            • Load test examples
            Get all kandi verified functions for this library.

            MuTual Key Features

            No Key Features are available at this moment for MuTual.

            MuTual Examples and Code Snippets

            No Code Snippets are available at this moment for MuTual.

            Community Discussions

            QUESTION

            Sum of subdocument and document properties conditionally in MongoDB
            Asked 2021-Jun-11 at 17:23

            I'm trying to get a sum of all room notifications + subroom notifications (this one's only if If there is a mutual element between subRoom Roles and Users[x].Roles) and getting aswell a list of all subRooms without taking into account if user has matching roles or not.

            *Roles allow Users to access or not to SubRooms

            Documents:

            ...

            ANSWER

            Answered 2021-Jun-11 at 17:23
            • $project to show required fields
            • get main total unread notifications to count by $filter and $size operators
            • get filtered subRoom by $let and $filter operators
            • $addFields to get total unread notifications from filtered subRoom and sum with main notifications count
            • $unset to remove subRoom field its not needed

            Source https://stackoverflow.com/questions/67935366

            QUESTION

            ggplot multiple binary variables, grouped by another binary varaible
            Asked 2021-Jun-11 at 16:07

            Hi so I have a number of binary variables something like this. I want to visualize the count for each of the bar variables and group them via the result in the group variable all in one ggplot bar chart. Given that the responses to the bar variables are not mutually exclusive I can't just recode them into a categorical variable, which is where I'm coming into some issues.

            bar 1 bar 2 bar 3 groups 1 0 1 1 1 1 1 0 1 1 0 0 1 0 1 1 ...

            ANSWER

            Answered 2021-Jun-11 at 16:07

            QUESTION

            Deadlock-free locking multiple locks in Go
            Asked 2021-Jun-11 at 09:51

            Is there a proven programmatic way to achieve mutual exclusion of multiple Mutexes / Locks / whatever in Golang? Eg.

            ...

            ANSWER

            Answered 2021-Jun-11 at 09:51

            So is there any way to acquire those locks only if all of them are available?

            No. Not with standard library mutex at least. There is no way to "check" if a lock is available, or "try" acquiring a lock. Every call of Lock() will block until locking is successful.

            The implementation of mutex relies on atomic operations which only act on a single value at once. In order to achieve what you describe, you'd need some kind of "meta locking" where execution of the lock and unlock methods are themselves protected by a lock, but this probably isn't necessary just to have correct and safe locking in your program:

            Penelope Stevens' comment explains correctly: As long as the order of acquisition is consistent between different goroutines, you won't get deadlocks, even for arbitrary subsets of the locks, if each goroutine eventually releases the locks it acquires.

            If the structure of your program provides some obvious locking order, then use that. If not, you can create your own special mutex type that has intrinsic ordering.

            Source https://stackoverflow.com/questions/67878753

            QUESTION

            Apache Rampart WS-Security: one client, several service instances
            Asked 2021-Jun-10 at 14:52

            I'm adding X.509 Mutual Certificate authentication into the project. The specific case here is that one client (let's say manager) can access several service instances (servers). Each server has its own certificate. When providing a policy.xml configuration on client side should be set to server's alias certificate stored in client's trustore. It's not a problem when the server is only one but when client need to access specific server, an appropriate server's public key should be used for encryption so I need to provide a proper alias from the truststore. I was thinking to programmarically change Rampart configuration on each request to set a specific alias name but this looks like not a proper way to do. I'm looking for a standard approach here or, perhaps, some way to configure that in policy.xml My client's (manager's) Rampart configuration part from policy.xml is below

            ...

            ANSWER

            Answered 2021-Jun-10 at 14:52

            This problem was resolved by programmatically setting encryptionUser parameter to already parsed and built (from policy.xml) RampartConfig object inside Policy object. Build Policy object from configuration file, then go through the Assertions, find RamparConfig object among them and set the property.

            Source https://stackoverflow.com/questions/66113823

            QUESTION

            mTLS origination for egress traffic with custom mTLS between istio-proxy and egress gateway
            Asked 2021-Jun-09 at 08:40

            Our Security Dept requirement on egress traffic is very strict: Each app inside POD must go through some proxy with mTLS authentication (app-proxy) using dedicated cert for the app. They're suggesting using squid with tunneling to cope with double mTLS (one for proxy and the other one for the specific traffic app-server), but then we forced the app to be ssl-aware. Istio can come in and do the job but using out-of-the-box ISTIO_MUTUAL mode (between istio-proxy and egress gateway) is not the case for us.

            So, I've tried using example Configure mutual TLS origination for egress traffic by modifying it a bit as follows (changes marked with #- and #+):

            ...

            ANSWER

            Answered 2021-Jun-09 at 08:40

            OK, finally I've solved it. The key point here is the part of DestinationRule spec, which says:

            • credentialName -> NOTE: This field is currently applicable only at gateways. Sidecars will continue to use the certificate paths.

            So I've modified the following manifests:

            client deployment of sleep.yml (to mount certs)

            Source https://stackoverflow.com/questions/67870085

            QUESTION

            Why is 'currentUser' and 'onAuthStateChanged' in firebase always null?
            Asked 2021-Jun-04 at 19:01
            What I want to achieve

            A user, who logged in or signed up should not re-login after one hour. The restriction of one hour comes from firebase authentication, if not prevented (what I try to accomplish).

            Problem

            After a user is logged in via firebase authentication (signInWithEmailAndPassword) I always get null for currentUser and onAuthStateChanged.

            What I tried

            I'm using React (v17.0.2) using 'Create React App'. On server side I'm using NodeJS (v12). The communication between both is accomplished using axios (v0.21.1)

            First I tried to send the token stored in localStorage, which came from firebase (server side), back to the server. But the server tells me, that the token is no longer valid. Server side code as follows:

            ...

            ANSWER

            Answered 2021-Jun-04 at 19:01

            As I found out at a similar question here on SO, I did a bad mistake. Apparently, it's not a good idea to perform the signIn- or createUser-functionality on server side. This should be done on client side. In the question mentioned above are some good reasons for doing that on server side but in my case it's quite ok to run it on client side.

            Thanks to Frank van Puffelen for leading the way (see one of the comments in the question mentioned above).

            Source https://stackoverflow.com/questions/67794029

            QUESTION

            Should we compare thumbprints in Mutual TLS?
            Asked 2021-Jun-03 at 19:36

            When implementing Mutual TLS using https://docs.microsoft.com/en-us/aspnet/core/security/authentication/certauth?view=aspnetcore-5.0 I see they are comparing the thumbprint of the client certificate to the thumbprint of the server certificate. But are these always guaranteed to be the same in production? Doesn't one only contain the public key and the other contains both the private and public keys? And if that was the case, wouldn't they have different thumbprints?

            ...

            ANSWER

            Answered 2021-Jun-03 at 19:36

            I found your point there and here is the answer, one paragraph before

            Because the same self-signed certificate is used in this example, ensure that only your certificate can be used.

            for some reason they chose to use same certificate for server and client (maybe for simplicity?) which is indeed a *BAD* practice in real world. Sharing same certificate between different entities never was a good idea. Client and server certificates must be different.

            Certificate-based client authentication is more difficult, because you need to have a an account directory to validate client certificate against. For example, Active Directory. This directory should implement certificate <-> principal mapping. When you receive the certificate, you search for principal in directory and if found, you can uniquely distinguish clients, validate their permissions, rights and perform logging.

            If no mapping found -- reject authentication, because you don't know the client.

            If you don't care in distinguishing clients, then you clearly don't need mutual authentication.

            And never hardcore client certificates/thumbprints in code, because they are periodically changed, therefore external account directory (which is updated using out-of-band process) is necessary.

            Though, you can implement the logic when arbitrary clients can connect to your server only when they have certificate issued by your private CA. It is valid scenario. In this case, you don't need external account directory and you validate that client certificate is issued by exact, or by one of pre-defined CAs in the list, then you allow subsequent communication. But they still are anonymous to your system.

            Edits based on your additions:

            If your case fits last paragraph, then:

            • validate general chain (i.e. time validity, extensions, revocation, etc.)
            • validate that immediate issuer is in the explicit list of approved by you CAs (private)

            Source https://stackoverflow.com/questions/67826888

            QUESTION

            Logstash Elasticsearch input plugin mTLS support
            Asked 2021-May-30 at 15:26

            I have question related to mutual TLS authentication in case of using logstash Elasticsearch input plugin. I have Elasticsearch cluster installed and configured to work over tls using mutual authentication.

            Now I want to read from this cluster and send it to the output. Let's skip output plugin part for now.

            Below applied logstash configuration

            ...

            ANSWER

            Answered 2021-May-30 at 15:26

            The answer is no to both questions. The elasticsearch output support client certificates (using the keystore option) and non-name-matched certificates (through the ssl_certificate_verification option) but the input supports neither.

            Source https://stackoverflow.com/questions/67762274

            QUESTION

            Use self while declaring default value in dataclass
            Asked 2021-May-25 at 08:15

            I want to create a python dataclass where one of the variables is based on the two other variables. e.g.

            ...

            ANSWER

            Answered 2021-May-21 at 23:57

            QUESTION

            How to implement iOS Mutual authentication between client and server?
            Asked 2021-May-24 at 05:40

            In one of my application i'm trying to implement certificate Mutual authentication between client and server for my iOS app using URLSession. I was able to extract the identityRef and trust and certificate chain and in didReceivechallenge method i'm checking for the authenticationMethod and creating URLCredential for challenge for URLSession.

            Below is my code

            ...

            ANSWER

            Answered 2021-May-20 at 10:56

            I believe the problem might be related to this code:

            Source https://stackoverflow.com/questions/67581540

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

            Vulnerabilities

            No vulnerabilities reported

            Install MuTual

            You can download it from GitHub.
            You can use MuTual 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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            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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            gh repo clone Nealcly/MuTual

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