Informal Persian Universal Dependency Treebank

Related tags

Deep LearningiPerUDT
Overview

Informal Persian Universal Dependency Treebank (iPerUDT)

Informal Persian Universal Dependency Treebank, consisting of 3000 sentences and 54,904 tokens, is an open source collection of colloquial informal texts from Persian blogs. The corpus is annotated in CoNLL-U format within the Universal Dependencies scheme (Nivre et al., 2020).

The following Course-grained Universal Dependencies parts of speech tags (UPOS), and fine-grained language-specific parts of speech tags (XPOS) are used in this treebank.

UPOS XPOS Description
ADJ ADJ Adjective
ADJ ADJ_CMPR Comparative adjective
ADJ ADJ_SUP Superlative adjective
ADV ADV Adverb
ADV ADV_I Adverb of interrogation
ADV ADV_LOC Adverb of location
ADV ADV_NEG Adverb of Negation
ADV ADV_TIME Adverb of time
ADP P Preposition
AUX V_AUX Auxiliary/copula verb
CCONJ CON Coordinating conjunction
DET DET Determiner
INTJ INTJ Interjection
NOUN N_PL Plural noun
NOUN N_SING Singular noun
NUM NUM Numeral
PART PART Differential object marker, focus marker, negative particle, question particle
PRON PRO Pronoun
PROPN PROPN Proper nouns (persons,locations, months, organizations, geopolitical entities)
PUNCT DELM Punctuation/delimiter
SCONJ CON Subordinating conjunction
VERB V_IMP Imperative verb
VERB V_PA Past tense verb
VERB V_PP Past participle
VERB V_PRS Present tense verb
VERB V_SUB subjunctive verb
X FW Foreign word

We used the Universal Dependencies annotation scheme which produces syntactic analyses of sentences in terms of the dependency structures of dependency grammar, determined by the relation between a head and its dependents. The syntactic annotation consists of 42 dependency relations, including 32 universal and 10 language-specific relations (marked by *).

Dependency relation Description
acl Clausal modifier of noun
acl:relcl* relative clause modifier
advcl Adverbial clause modifier
advmod Adverbial modifier
amod Adjectival modifier
appos Appositional modifier
aux Auxiliary
aux:pass Passive auxiliary
case Accusative marker/case marking
cc Coordination
cc:preconj* Preconjunction
ccomp Clausal complement
compound Compound
compound:lvc* Nominal/adjectival NVE in complex predicates
compound:prt* Particle NVE in complex predicates
compound:redup* Reduplicative words
compound:svc* Serial verb constructions
conj Conjunct
Cop Copula
det Determiner
det:predet* Predeterminer
discourse Discourse element
discourse:top/foc* Topic/focus marker
dislocated Dislocated elements
fixed Fixed multiword expressions
flat Flat multiword expressions
goeswith Goes with for poorly-edited words
nmod Nominal modifier
nmod:poss* Possessive/genitive modifier
nsubj Nominal subject
nsubj:pass Passive nominal subject
nummod Numeric modifier
mark Complementizer/marker
obj Object
obl Oblique
obl:arg* Oblique core argument
orphan Ellipsis constructions
parataxis Parataxis
punct Punctuation
root Root
vocative Vocative
xcomp Open clausal complement

References

Nivre, Joakim, Marie-Catherine de Marneffe, Filip Ginter, Jan Hajiฤ, Christopher D. Manning, Sampo Pyysalo, Sebastian Schuster, Francis M. Tyers, and Dan Zeman. (2020). Universal dependencies v2: An evergrowing multilingual treebank collection. In Proceedings of the 12th Conference on Language Resources and Evaluation (LREC), 4027โ€“4036.

Owner
Roya Kabiri
Computational Linguist
Roya Kabiri
A Deep Reinforcement Learning Framework for Stock Market Trading

DQN-Trading This is a framework based on deep reinforcement learning for stock market trading. This project is the implementation code for the two pap

61 Jan 01, 2023
Implementation of Google Brain's WaveGrad high-fidelity vocoder

WaveGrad Implementation (PyTorch) of Google Brain's high-fidelity WaveGrad vocoder (paper). First implementation on GitHub with high-quality generatio

Ivan Vovk 363 Dec 27, 2022
Realtime Face Anti Spoofing with Face Detector based on Deep Learning using Tensorflow/Keras and OpenCV

Realtime Face Anti-Spoofing Detection ๐Ÿค– Realtime Face Anti Spoofing Detection with Face Detector to detect real and fake faces Please star this repo

Prem Kumar 86 Aug 03, 2022
Subdivision-based Mesh Convolutional Networks

Subdivision-based Mesh Convolutional Networks The official implementation of SubdivNet in our paper, Subdivion-based Mesh Convolutional Networks Requi

Zheng-Ning Liu 181 Dec 28, 2022
A toolkit for making real world machine learning and data analysis applications in C++

dlib C++ library Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real worl

Davis E. King 11.6k Jan 01, 2023
Malware Analysis Neural Network project.

MalanaNeuralNetwork Description Malware Analysis Neural Network project. Table of Contents Getting Started Requirements Installation Clone Set-Up VENV

2 Nov 13, 2021
RL Algorithms with examples in Python / Pytorch / Unity ML agents

Reinforcement Learning Project This project was created to make it easier to get started with Reinforcement Learning. It now contains: An implementati

Rogier Wachters 3 Aug 19, 2022
General Assembly Capstone: NBA Game Predictor

Project 6: Predicting NBA Games Problem Statement Can I predict the results of NBA games from the back-half of a season from the opening half of the s

Adam Muhammad Klesc 1 Jan 14, 2022
Official code for: A Probabilistic Hard Attention Model For Sequentially Observed Scenes

"A Probabilistic Hard Attention Model For Sequentially Observed Scenes" Authors: Samrudhdhi Rangrej, James Clark Accepted to: BMVC'21 A recurrent atte

5 Nov 19, 2022
ESTDepth: Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks (CVPR 2021)

ESTDepth: Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks (CVPR 2021) Project Page | Video | Paper | Data We present a novel metho

65 Nov 28, 2022
Equipped customers with insights about their EVs Hourly energy consumption and helped predict future charging behavior using LSTM model

Equipped customers with insights about their EVs Hourly energy consumption and helped predict future charging behavior using LSTM model. Designed sample dashboard with insights and recommendation for

Yash 2 Apr 07, 2022
Medical image analysis framework merging ANTsPy and deep learning

ANTsPyNet A collection of deep learning architectures and applications ported to the python language and tools for basic medical image processing. Bas

Advanced Normalization Tools Ecosystem 118 Dec 24, 2022
Discriminative Condition-Aware PLDA

DCA-PLDA This repository implements the Discriminative Condition-Aware Backend described in the paper: L. Ferrer, M. McLaren, and N. Brรผmmer, "A Speak

Luciana Ferrer 31 Aug 05, 2022
Implements the training, testing and editing tools for "Pluralistic Image Completion"

Pluralistic Image Completion ArXiv | Project Page | Online Demo | Video(demo) This repository implements the training, testing and editing tools for "

Chuanxia Zheng 615 Dec 08, 2022
CTF challenges from redpwnCTF 2021

redpwnCTF 2021 Challenges This repository contains challenges from redpwnCTF 2021 in the rCDS format; challenge information is in the challenge.yaml f

redpwn 27 Dec 07, 2022
Official implementation of "Watermarking Images in Self-Supervised Latent-Spaces"

๐Ÿ” Watermarking Images in Self-Supervised Latent-Spaces PyTorch implementation and pretrained models for the paper. For details, see Watermarking Imag

Meta Research 32 Dec 13, 2022
Local Attention - Flax module for Jax

Local Attention - Flax Autoregressive Local Attention - Flax module for Jax Install $ pip install local-attention-flax Usage from jax import random fr

Phil Wang 16 Jun 16, 2022
Data and code for the paper "Importance of Kernel Bandwidth in Quantum Machine Learning"

Reproducibility materials for "Importance of Kernel Bandwidth in Quantum Machine Learning" Repo structure: code contains Python scripts used to genera

Ruslan Shaydulin 3 Oct 23, 2022
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Super Resolution Examples We run this script under TensorFlow 2.0 and the TensorLayer2.0+. For TensorLayer 1.4 version, please check release. ๐Ÿš€ ๐Ÿš€ ๐Ÿš€

TensorLayer Community 2.9k Jan 08, 2023
EMNLP 2021 Findings' paper, SCICAP: Generating Captions for Scientific Figures

SCICAP: Scientific Figures Dataset This is the Github repo of the EMNLP 2021 Findings' paper, SCICAP: Generating Captions for Scientific Figures (Hsu

Edward 26 Nov 21, 2022