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github haniehp persianner named entity recognition in persian language github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes code quality enforce quality at merge application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all 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feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message haniehp persianner public notifications you must be signed in to change notification settings fork 11 star 61 code issues 1 pull requests 0 actions projects security and quality 0 insights additional navigation options code issues pull requests actions projects security and quality insights haniehp persianner master branches tags go to file code open more actions menu folders and files name name last commit message last commit date latest commit history 23 commits 23 commits armanpersonercorpus zip armanpersonercorpus zip readme md readme md glove300d txt zip glove300d txt zip hpca300d txt zip hpca300d txt zip wor2vec_cbow300d txt zip wor2vec_cbow300d txt zip wor2vec_skipgram300d txt zip wor2vec_skipgram300d txt zip view all files repository files navigation readme more items persianner named entity recognition in persian language armanpersonercorpus this is the first manually annotated persian named entity ne dataset islrn 399 379 640 828 6 we are releasing it only for academic research use the dataset includes 250 015 tokens and 7 682 persian sentences in total it is available in 3 folds to be used in turn as training and test sets each file contains one token along with its manually annotated named entity tag per line each sentence is separated with a newline the ner tags are in iob format according to the instructions provided to the annotators nes are categorized into six classes person organization such as banks ministries embassies teams nationalities networks and publishers location such as cities villages rivers seas gulfs deserts and mountains facility such as schools universities research centers airports railways bridges roads harbors stations hospitals parks zoos and cinemas product such as books newspapers tv shows movies airplanes ships cars theories laws agreements and religions and event such as wars earthquakes national holidays festivals and conferences other are the remaining tokens please cite 1 2 if you use this dataset persian word embeddings glove300d word2vec_cbow300d word2vec_skipgram300d and hpca300d are four different word embeddings trained on a sizable collation of unannotated persian text they contain a comprehensive persian dictionary of nearly 50k unique words the length of the embedding vectors is 300 the use of these embeddings is unrestricted please cite 2 if you use any of these word embeddings in your work reported scores paper conll f1 score 1 65 13 2 77 45 https ieeexplore ieee org abstract document 8661067 76 79 https ieeexplore ieee org abstract document 8700549 84 23 the conll f1 score is a strict version of the standard f1 score where a true positive is scored only if all the tokens of a given named entity are classified correctly including their b and i tags conversely every incorrect b prediction is counted as a false positive you may find the conlleval perl script here https www clips uantwerpen be conll2000 chunking conlleval txt citations hanieh poostchi ehsan zare borzeshi mohammad abdous and massimo piccardi personer persian named entity recognition the 26th international conference on computational linguistics coling 2016 pages 3381 3389 osaka japan 2016 hanieh poostchi ehsan zare borzeshi and massimo piccardi bilstm crf for persian named entity recognition armanpersonercorpus the first entity annotated persian dataset the 11th edition of the language resources and evaluation conference lrec miyazaki japan 7 12 may 2018 islrn 399 379 640 828 6 islrn 921 509 141 609 6 about named entity recognition in persian language topics natural language processing word embeddings annotations embeddings named entities dataset named entity recognition persian language persian nlp persian ner resources readme uh oh there was an error while loading please reload this page activity stars 61 stars watchers 6 watching forks 11 forks report repository releases no releases published packages 0 uh oh there was an error while loading please reload this page uh oh there was an error while loading please reload this page contributors uh oh there was an error while loading please reload this page footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time