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 Hajič, 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), 4027–4036.

Owner
Roya Kabiri
Computational Linguist
Roya Kabiri
PyArmadillo: an alternative approach to linear algebra in Python

PyArmadillo is a linear algebra library for the Python language, with an emphasis on ease of use.

Terry Zhuo 58 Oct 11, 2022
A Fast Sequence Transducer Implementation with PyTorch Bindings

transducer A Fast Sequence Transducer Implementation with PyTorch Bindings. The corresponding publication is Sequence Transduction with Recurrent Neur

Awni Hannun 184 Dec 18, 2022
Tracking Progress in Question Answering over Knowledge Graphs

Tracking Progress in Question Answering over Knowledge Graphs Table of contents Question Answering Systems with Descriptions The QA Systems Table cont

Knowledge Graph Question Answering 47 Jan 02, 2023
Keep CALM and Improve Visual Feature Attribution

Keep CALM and Improve Visual Feature Attribution Jae Myung Kim1*, Junsuk Choe1*, Zeynep Akata2, Seong Joon Oh1† * Equal contribution † Corresponding a

NAVER AI 90 Dec 07, 2022
Tracing Versus Freehand for Evaluating Computer-Generated Drawings (SIGGRAPH 2021)

Tracing Versus Freehand for Evaluating Computer-Generated Drawings (SIGGRAPH 2021) Zeyu Wang, Sherry Qiu, Nicole Feng, Holly Rushmeier, Leonard McMill

Zach Zeyu Wang 23 Dec 09, 2022
Deep Reinforcement Learning based Trading Agent for Bitcoin

Deep Trading Agent Deep Reinforcement Learning based Trading Agent for Bitcoin using DeepSense Network for Q function approximation. For complete deta

Kartikay Garg 669 Dec 29, 2022
Official codebase used to develop Vision Transformer, MLP-Mixer, LiT and more.

Big Vision This codebase is designed for training large-scale vision models on Cloud TPU VMs. It is based on Jax/Flax libraries, and uses tf.data and

Google Research 701 Jan 03, 2023
Pytorch implementation of various High Dynamic Range (HDR) Imaging algorithms

Deep High Dynamic Range Imaging Benchmark This repository is the pytorch impleme

Tianhong Dai 5 Nov 16, 2022
A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes".

CoAtNet Overview This is a PyTorch implementation of CoAtNet specified in "CoAtNet: Marrying Convolution and Attention for All Data Sizes", arXiv 2021

Justin Wu 268 Jan 07, 2023
Implementation of the algorithm shown in the article "Modelo de Predicción de Éxito de Canciones Basado en Descriptores de Audio"

Success Predictor Implementation of the algorithm shown in the article "Modelo de Predicción de Éxito de Canciones Basado en Descriptores de Audio". B

Rodrigo Nazar Meier 4 Mar 17, 2022
Embeddinghub is a database built for machine learning embeddings.

Embeddinghub is a database built for machine learning embeddings.

Featureform 1.2k Jan 01, 2023
AWS documentation corpus for zero-shot open-book question answering.

aws-documentation We present the AWS documentation corpus, an open-book QA dataset, which contains 25,175 documents along with 100 matched questions a

Sia Gholami 2 Jul 07, 2022
Semantic similarity computation with different state-of-the-art metrics

Semantic similarity computation with different state-of-the-art metrics Description • Installation • Usage • License Description TaxoSS is a semantic

6 Jun 22, 2022
Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020)`

Human Attention for Text Classification Re-implementation of the paper Human Attention Maps for Text Classification: Do Humans and Neural Networks Foc

Shunsuke KITADA 15 Dec 13, 2021
Code Release for the paper "TriBERT: Full-body Human-centric Audio-visual Representation Learning for Visual Sound Separation"

TriBERT This repository contains the code for the NeurIPS 2021 paper titled "TriBERT: Full-body Human-centric Audio-visual Representation Learning for

UBC Computer Vision Group 8 Aug 31, 2022
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Stock Price Prediction of Apple Inc. Using Recurrent Neural Network OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network Dataset:

Nouroz Rahman 410 Jan 05, 2023
Buffon’s needle: one of the oldest problems in geometric probability

Buffon-s-Needle Buffon’s needle is one of the oldest problems in geometric proba

3 Feb 18, 2022
The codes of paper 'Active-LATHE: An Active Learning Algorithm for Boosting the Error exponent for Learning Homogeneous Ising Trees'

Active-LATHE: An Active Learning Algorithm for Boosting the Error exponent for Learning Homogeneous Ising Trees This project contains the codes of pap

0 Apr 20, 2022
Predicting future trajectories of people in cameras of novel scenarios and views.

Pedestrian Trajectory Prediction Predicting future trajectories of pedestrians in cameras of novel scenarios and views. This repository contains the c

8 Sep 03, 2022
Official implementation of MSR-GCN (ICCV 2021 paper)

MSR-GCN Official implementation of MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction (ICCV 2021 paper) [Paper] [Sup

LevonDang 42 Nov 07, 2022