WiRe57 | A Fine-Grained Benchmark for Open Information Extraction

 by   rali-udem Python Version: Current License: No License

kandi X-RAY | WiRe57 Summary

kandi X-RAY | WiRe57 Summary

WiRe57 is a Python library. WiRe57 has no bugs, it has no vulnerabilities and it has low support. However WiRe57 build file is not available. You can download it from GitHub.

Open Information Extraction (OIE) systems, starting with TextRunner, seek to extract all relational tuples expressed in text, without being bound to an anticipated list of predicates. Such systems have been used recently for relation extraction, question-answering, and for building domain-targeted knowledge bases, among others. Subsequent extractors (ReVerb, Ollie, ClausIE, Stanford Open IE, OpenIE4, MinIE) have sought to improve yield and precision. Despite this, the task definition is underspecified, and, to the best of our knowledge, there is no gold standard. In order to mitigate this problem, we built a reference for the task of Open Information Extraction, on five documents. We tentatively resolve a number of issues that arise, including inference and granularity. We seek to better pinpoint the requirements for the task. We produce our annotation guidelines specifying what is correct to extract and what is not. In turn, we use this reference to score existing Open IE systems. We address the non-trivial problem of evaluating the extractions produced by systems against the reference tuples, and share our evaluation script. Among seven compared extractors, we find the MinIE system to perform best.

            kandi-support Support

              WiRe57 has a low active ecosystem.
              It has 13 star(s) with 3 fork(s). There are 3 watchers for this library.
              It had no major release in the last 6 months.
              There are 0 open issues and 2 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of WiRe57 is current.

            kandi-Quality Quality

              WiRe57 has no bugs reported.

            kandi-Security Security

              WiRe57 has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              WiRe57 does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              WiRe57 releases are not available. You will need to build from source code and install.
              WiRe57 has no build file. You will be need to create the build yourself to build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed WiRe57 and discovered the below as its top functions. This is intended to give you an instant insight into WiRe57 implemented functionality, and help decide if they suit your requirements.
            • Compute the weighted average score
            • Return True if t is a match
            • Aggregate scores using a greedy algorithm
            • Calculate the score between two sentences
            • Return True if t matches the given reference
            • Aggregate a set of gold matches
            • F1 function
            • Convert a gold description to text
            • Convert a part to a string
            • Split a list of tuples into a dict of predicates
            • Calculate F1 correlation coefficient
            • Returns a dictionary containing the wifi annotations
            Get all kandi verified functions for this library.

            WiRe57 Key Features

            No Key Features are available at this moment for WiRe57.

            WiRe57 Examples and Code Snippets

            No Code Snippets are available at this moment for WiRe57.

            Community Discussions

            No Community Discussions are available at this moment for WiRe57.Refer to stack overflow page for discussions.

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


            No vulnerabilities reported

            Install WiRe57

            You can download it from GitHub.
            You can use WiRe57 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.


            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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          • CLI

            gh repo clone rali-udem/WiRe57

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