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MITIE-Dot-Net

A Nice .NET Wrapper for the MITIE Information Extraction Library 0.4 (Written in F#, but fully C# compatible):

  • Supports Name Entity Extraction API
  • Supports Binary Relations Detection API
  • Currently the training API is not supported.

The original project is here: https://github.com/mit-nlp/MITIE

Model files can be found here: http://sourceforge.net/projects/mitie/files/binaries/

Note: The included mitie.dll is compiled with AVX, SSE2 and SSE4 enabled. However, should your processor not support those instruction sets you can easily grab MITIE and compile it from the instructions given on their github page.

See the included Sample.fsx file for usage.

Common Issues

  • BadImageFormat exception on load: Make sure you're building/running in 64-bit mode. For F# interactive this option can be found in Tools->Options->F# Tools->F# Interactive.

  • "Binary Relation Detector could not be loaded" when you try to open a binary relations model: Try to open it again, I'm not sure why but this seems to randomly fail.

License

MITIE is licensed under the Boost Software License - Version 1.0 - August 17th, 2003.

Permission is hereby granted, free of charge, to any person or organization obtaining a copy of the software and accompanying documentation covered by this license (the "Software") to use, reproduce, display, distribute, execute, and transmit the Software, and to prepare derivative works of the Software, and to permit third-parties to whom the Software is furnished to do so, all subject to the following:

The copyright notices in the Software and this entire statement, including the above license grant, this restriction and the following disclaimer, must be included in all copies of the Software, in whole or in part, and all derivative works of the Software, unless such copies or derivative works are solely in the form of machine-executable object code generated by a source language processor.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.