disambiguate | using state of the art neural WSD models | Natural Language Processing library
kandi X-RAY | disambiguate Summary
kandi X-RAY | disambiguate Summary
This repository contains a set of easy-to-use tools for training, evaluating and using neural WSD models. This is the implementation used in the article Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation, written by Loïc Vial, Benjamin Lecouteux and Didier Schwab.
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Top functions reviewed by kandi - BETA
- Train the model
- Add padding to the end of the sequence
- Read a batch of tokens from the given samples
- Load training info from file
- Forward computation
- Matrix multiplication
- Generate a matrix of relative positions
- Performs a single step
- Check shape
- Loads the old - style vocabulary
- Perform a forward computation
- Build a trainer
- Compute the loss
- Implementation of the forward pass
- Advance the prediction
- Compute the attention score
- Create a model from opt
- Create a dynamic dictionary for the given example
- Forward the embeddings
- Forward the convolutional function
- Forward pass through x
- Predict from stdin
- Perform a forward pass through the embedding
- Runs the model
- Deprecated method
- Builds a vocabulary
disambiguate Key Features
disambiguate Examples and Code Snippets
Community Discussions
Trending Discussions on disambiguate
QUESTION
auto queue = [](string str) {
istringstream ss(str);
//std::copy(std::istream_iterator(ss),
// std::istream_iterator(),
// std::ostream_iterator(std::cout, " "));
//deque q(std::istream_iterator(ss), std::istream_iterator{});
deque q(std::istream_iterator(ss), std::istream_iterator());
return q;
};
ANSWER
Answered 2022-Mar-28 at 12:23This line
QUESTION
I need to create Vector of Vector of predefined structure in Julia. As of now I am trying to do it via iterative concatenation:
ANSWER
Answered 2022-Mar-14 at 12:44Normally use append! instead of vcat:
QUESTION
I have a TS project with the following configuration:
tsconfig.json (partial)
...ANSWER
Answered 2022-Mar-11 at 15:49Can you try to update the tsconfig.json file like this:
QUESTION
lspci is capable to show physical slot number in the verbose presentation:
I'd like to find out how it does it. I am going to apply this method in the driver that I would like to modify, so it would enumerate the devices (with the same ID) and disambiguate the device files according to physical slot. Like /dev/device_physslot . The driver will run on Ubuntu 18
I tried to dig in the source code. I found the relevant line 775 in https://github.com/pciutils/pciutils/blob/master/lspci.c:
...ANSWER
Answered 2022-Feb-25 at 21:13If you run dmidecode it will show the stored platform information, which will tell you the mapping of physical slots to PCIe address. For example:
QUESTION
I'm working on some manuscript transcriptions in XML-TEI, and I'm using XSLT to transform it into a .tex document. My input document is made of tei:w tokens that represent each word of the text. MWE:
ANSWER
Answered 2022-Mar-02 at 12:46Not much different from what you did, still quite fast:
QUESTION
The following code compiles with no problems from GCC 4.7.1 up to but not including GCC 11.1:
...ANSWER
Answered 2022-Feb-28 at 13:25The difference is that your first snippet declares a function that exists globally; all your other declarations are of local entities.
(Note that even if the declaration were valid, you couldn't call that function, since it can't exist.)
In the last snippet, closure is not a type, so it can't be a declaration.
QUESTION
I have an extension I'm updating from VS2019 to VS2022. It's a DSL using the Modeling SDK and has code generation via T4 templates.
I have it pretty much converted but, when running the T4s, I get
...ANSWER
Answered 2021-Nov-15 at 16:02I ran into a similar issue today with my T4 templates. After looking at your post and noodling on it for a couple of minutes I tried the following
I found the file that was adding the EnvDTE assembly
QUESTION
I have a couple of solutions to a "double definition" problem, but I can't figure what they're really doing to work around the type erasure issue.
I'll give some general context as well, since I'm probably approaching the problem wrong in the first place, but ultimately help understanding DummyImplicits & by-name params in this context is enough.
Context
I'm replacing parsers for deeply nested JSON where pretty much every value is optional, and nearly all data (including Int, Double, etc.) is stored as Strings. The classes that catch the parsed values take this general form (for now).
...ANSWER
Answered 2022-Jan-12 at 01:56The relevant section of compiled code for option-1 looks like
QUESTION
Please refer to the following:
...ANSWER
Answered 2022-Jan-09 at 12:50There is no way to get the function of an overload-set which would be called with the given arguments, unless you already know its signature.
And if you know, what's the point?
The problem is that for any given arguments, taking into account implicit conversions, references, cv-qualifiers, noexcept, old-style vararg, default arguments, and maybe also literal 0 being a null pointer constant, there are an infinite number of function-signatures which would match. And there is currently no facility for "just" listing all candidates.
QUESTION
As it is known, Lua 5.3 handles interactive REPL to differentiate expressions and statements this way:
In interactive mode, Lua repeatedly prompts and waits for a line. After reading a line, Lua first try to interpret the line as an expression. If it succeeds, it prints its value. Otherwise, it interprets the line as a statement. If you write an incomplete statement, the interpreter waits for its completion by issuing a different prompt.
However, this is not the behavior I want. For example, I have some codes "f()" to evaluate, where f will through error, no matter what happens. it also change the internal state of lua. The above approach will cause bugs because it will change the internal state twice.
So, I'd like to know, is there a way to implement a REPL that auto disambiguate expressions and statements? Do I have to add some syntax analysis to achieve this?
...ANSWER
Answered 2022-Jan-02 at 11:30Interpreting code in Lua REPL is a two step process. First you convert the input to a runnable code with loadstring or a similar function. The code has been validated to be correct but didn’t run yet. Then you explicitly invoke it.
fn = loadstring(“return 42”); fn()
To summarize, parsing and validating code with loadstring() or a similar function is side effect free, as long as you don’t invoke the result.
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Install disambiguate
You can use disambiguate 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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