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License: GNU General Public License v3.0
Semantic web oracle.
License: GNU General Public License v3.0
Evaluate entity type clustering to reduce the number of target types considered.
Provide an interface for custom scoring functions.
Currently scoring functions are hard coded in script.js
and the backend.
Especially for entity scoring.
Evaluate the option for manual entity type selection by user interaction or a static database.
Add entity identification by any means to improve result quality and reduce the number of duplicates.
Current scheme to cut off by a set percentage of the exponential moving average does not provide optimal results in some cases.
Visualize the components of the score by their value contribution to improve comprehension of the score results.
Provide a ground truth for query to result entities and from query to result semantic query.
Add two-pass filtering, second pass should filter by coarse and/or specific target type.
Verbs which describe an important relation between the entities should be included in the semantic query, while common verbs like is should be ignored.
Consider simple verb form conversion.
Improve performance and safety for
Target type detection needs a lot of improvement to gain precision and stability.
Provide a better way to balance the effects of the score components.
Currently, the static and dynamic weights do not provide optimal results in all cases.
The Broccoli query needs to include all keywords, verbs and if required synonyms.
Phase 2 results as returned by Broccoli need to be evaluated and results displayed jointly with the phase 1 results.
Add some basic entity pre-filtering at the backend to reduce network and frontend load.
Synonyms can be required to get optimal results during semantic search.
Add automated evaluation:
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
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We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.