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Questions tagged [syntaxnet]

SyntaxNet, an open-source neural network framework implemented in TensorFlow that provides a foundation for Natural Language Understanding (NLU) systems.

How does SyntaxNet work?

SyntaxNet is a framework for what’s known in academic circles as a syntactic parser, which is a key first component in many NLU systems. Given a sentence as input, it tags each word with a part-of-speech (POS) tag that describes the word's syntactic function, and it determines the syntactic relationships between words in the sentence, represented in the dependency parse tree. These syntactic relationships are directly related to the underlying meaning of the sentence in question.

Announcing SyntaxNet: The World’s Most Accurate Parser Goes Open Source

Source Code on Github

126 questions
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Understanding Annotations- Syntaxnet

I built and ran Syntaxnet successfully on a set of 1400 tweets. I have difficulty in understanding what each parameter in the parsed file means. For example, I have the sentence: Shoutout @Aetna for covering my doctor visit. Love you! for which the…
kskp
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Getting Started with SyntaxNet (start parsing text right away with Parsey McParseface)

I am new to SyntaxNet and I recently tried to install it step by step from https://github.com/tensorflow/models/blob/master/syntaxnet/README.md#instalation. Although after running bazel test it was said that "Executed 12 out of 12 tests: 12 tests…
Nazanin Tajik
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Train SyntaxNet model

I am trying to train the Google Syntaxnet model in a different language using the datasets available at http://universaldependencies.org/ and following this tutorial. I edited the syntaxnet/context.pbtxt file but when I try to run the bazel's script…
Andrea
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Meaning of feats in syntaxnet

I am using syntaxnet in Spanish and I have found that all the words have a field called "feats" whose format depends on the type of word (noun, pronoun, verb). There are some fields whose meaning is obvious, but in other cases I cannot figure out…
Rodrigo Serna Pérez
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Converting Dependency tree into sequence of Arc-eager transitions

Currently I'm trying to build syntax-aware NMT model. In this project, I need the sequence of one of three transition actions (SHIFT, REDUCE-L, REDUCE-R) Similar to what is in the image a This chunk represents the transition-based dependency for 2…
rokrokss
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Bazel test fails while building SyntaxNet on ubuntu 17.10

I have encountered a problem while building the SyntaXnet. I have a freshly installed Ubuntu 17.10, was following the 'manual installation' guide here: SyntaxNet. I successfully installed all of the packages listed there, additionally I've…
John Dirak
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How to print the sentence to parse in the output file in syntaxnet dependency parse?

I am parsing many sentences in one file using: cat filename.txt | ./demo.sh > output.txt Sometimes a sentence in there is not parsed and so there is no output and I need to be able to tell that that happened. So either I want to be able to print the…
Mayla
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UPDATE syntaxnet -- error in parser re syntaxnet::CoNLLSyntaxFormat::ConvertFromString (originally "Help build actual instructions")

MacOS High Sierra. After compilation, syntaxnet works properly on this sentence: echo "This took a long time" | syntaxnet/demo.sh But it crashes python on this sentence: echo "This took a long time" | syntaxnet/demo.sh --conll The crash log file…
Dolorous Stroke
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Failed to load the native TensorFlow runtime after following the installation instructions

I'm trying to install SyntaxNet on Ubuntu, I followed the Ubuntu 16.10+ binary installation instruction here. When I ran the last command: python -c 'import dragnn.python.load_dragnn_cc_impl, syntaxnet.load_parser_ops' I get this long line of error…
user9057894
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SyntaxNet - Reduce time for parsing sentence

I am successfully able to parse a sentence using Syntaxnet using following command. echo 'Bob brought the pizza to Alice.' | syntaxnet/demo.sh On an average Syntaxnet takes about 4 seconds to parse. I presume the model loads everything each time…
Manoj
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Syntaxnet all Bazel Tests Failed

I've followed the instructions for installing syntaxnet manually on the github page https://github.com/tensorflow/models/tree/master/syntaxnet and I made it all the way to building and testing SyntaxNet When I try to run the bazel test command on my…
Tyree Cowell
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SyntaxNet - Can I get count of a given bigram/trigram from syntaxnet?

I need to get the frequency of occurence of a given bigram or trigram - is this possible with syntaxnet?
user1626925
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compiling SyntaxNet on OS X fails with "error loading package '@jpeg//': Extension file not found"

I can't get SyntaxNet compiled on my MacBook Pro. I followed the SyntaxNet installation steps here: https://github.com/tensorflow/models/tree/master/syntaxnet#installation the bazel test --linkopt=-headerpad_max_install_names syntaxnet/...…
user1975005
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syntaxnet ./configure error

I was trying to using syntaxnet and I have finished most of processes. Upgrade bazel version to 0.43 in case of errors (Ubuntu 16.04 Ver, Anaconda python 2.7). However, I am having a troubles with ./configure part. I am reading the official…
RSBS
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Error building syntaxnet using Dockerfile

I built using the docker file - Dockerfile . It runs for two hours. However, in the end it shows - Executed 0 out of 17 tests: 17 were skipped. I assume the docker build is not getting executed correctly as I am also unable to do - echo 'Bob…
Ishan Mihir
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