---
title: "Workshop on Arabic Natural Language Processing 2015"
description: "Workshop on Arabic Natural Language Processing 2015 — accepted papers: 20 papers in the Elamur Research library (Beijing, China), with…"
canonical: "https://research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/2015/"
---
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# Workshop on Arabic Natural Language Processing 2015 — accepted papers

Workshop on Arabic Natural Language Processing 2015 is the 2015 edition of the Workshop on Arabic Natural Language Processing, held in Beijing, China, July 2015 (publisher: Association for Computational Linguistics). OpenAlex lists 24 papers of it; our library holds 20 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Beijing, [China](https://md.research.elamur.ai/free/en/countries/china/) · 🗓 July 2015

[**24** papers in the proceedings](#all) · [**20** works in our library](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/2015/#works) · [**794** citations of these works](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/2015/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Deep Learning Models for Sentiment Analysis in Arabic](https://md.research.elamur.ai/free/en/papers/sallab-2015-deep-learning-models-sentiment-analysis/)**Ahmad Al Sallab, Hazem Hajj, Gilbert Badaro et al.*133 citations · our summary*
2. **[Natural Language Processing for Dialectical Arabic: A Survey](https://md.research.elamur.ai/free/en/papers/shoufan-2015-natural-language-processing-dialectical-arabic/)**Abdulhadi Shoufan, Sumaya Alameri*109 citations · our summary*
3. **[A Conventional Orthography for Algerian Arabic](https://md.research.elamur.ai/free/en/papers/saadane-2015-conventional-orthography-algerian-arabic/)**Houda Saadane, Nizar Habash*67 citations · our summary*
4. **[The Second QALB Shared Task on Automatic Text Correction for Arabic](https://md.research.elamur.ai/free/en/papers/rozovskaya-2015-second-qalb-shared-task-automatic/)**Alla Rozovskaya, Houda Bouamor, Nizar Habash et al.*55 citations · our summary*
5. **[DIWAN: A Dialectal Word Annotation Tool for Arabic](https://md.research.elamur.ai/free/en/papers/shargi-2015-diwan-dialectal-word-annotation-tool/)**Faisal Al-Shargi, Owen Rambow*53 citations · our summary*
6. **[A Light Lexicon-based Mobile Application for Sentiment Mining of Arabic Tweets](https://md.research.elamur.ai/free/en/papers/badaro-2015-light-lexicon-based-mobile-application/)**Gilbert Badaro, Ramy Baly, Rana Akel et al.*27 citations · our summary*
7. **[Annotating Targets of Opinions in Arabic using Crowdsourcing](https://md.research.elamur.ai/free/en/papers/farra-2015-annotating-targets-opinions-arabic-crowdsourcing/)**Noura Farra, Kathy McKeown, Nizar Habash*27 citations · our summary*
8. **[A Pilot Study on Arabic Multi-Genre Corpus Diacritization](https://md.research.elamur.ai/free/en/papers/bouamor-2015-pilot-study-arabic-multi-genre/)**Houda Bouamor, Wajdi Zaghouani, Mona Diab et al.*19 citations · our summary*
9. **[POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools](https://md.research.elamur.ai/free/en/papers/hamdi-2015-pos-tagging-tunisian-dialect-standard/)**Ahmed Hamdi, Alexis Nasr, Nizar Habash et al.*16 citations · our summary*
10. **[CUFE@QALB-2015 Shared Task: Arabic Error Correction System](https://md.research.elamur.ai/free/en/papers/nawar-2015-cufe-qalb-2015-shared-task/)**Michael Nawar*14 citations · our summary*

## All accepted papers (24)

The most cited first; 20 with our summary link to their page here, the others to the original.

1. **[Deep Learning Models for Sentiment Analysis in Arabic](https://md.research.elamur.ai/free/en/papers/sallab-2015-deep-learning-models-sentiment-analysis/)**Ahmad Al Sallab, Hazem Hajj, Gilbert Badaro et al.*133 citations · our summary*
2. **[Natural Language Processing for Dialectical Arabic: A Survey](https://md.research.elamur.ai/free/en/papers/shoufan-2015-natural-language-processing-dialectical-arabic/)**Abdulhadi Shoufan, Sumaya Alameri*109 citations · our summary*
3. **[A Conventional Orthography for Algerian Arabic](https://md.research.elamur.ai/free/en/papers/saadane-2015-conventional-orthography-algerian-arabic/)**Houda Saadane, Nizar Habash*67 citations · our summary*
4. **[The Second QALB Shared Task on Automatic Text Correction for Arabic](https://md.research.elamur.ai/free/en/papers/rozovskaya-2015-second-qalb-shared-task-automatic/)**Alla Rozovskaya, Houda Bouamor, Nizar Habash et al.*55 citations · our summary*
5. **[DIWAN: A Dialectal Word Annotation Tool for Arabic](https://md.research.elamur.ai/free/en/papers/shargi-2015-diwan-dialectal-word-annotation-tool/)**Faisal Al-Shargi, Owen Rambow*53 citations · our summary*
6. **[A Light Lexicon-based Mobile Application for Sentiment Mining of Arabic Tweets](https://md.research.elamur.ai/free/en/papers/badaro-2015-light-lexicon-based-mobile-application/)**Gilbert Badaro, Ramy Baly, Rana Akel et al.*27 citations · our summary*
7. **[Annotating Targets of Opinions in Arabic using Crowdsourcing](https://md.research.elamur.ai/free/en/papers/farra-2015-annotating-targets-opinions-arabic-crowdsourcing/)**Noura Farra, Kathy McKeown, Nizar Habash*27 citations · our summary*
8. **[A Pilot Study on Arabic Multi-Genre Corpus Diacritization](https://md.research.elamur.ai/free/en/papers/bouamor-2015-pilot-study-arabic-multi-genre/)**Houda Bouamor, Wajdi Zaghouani, Mona Diab et al.*19 citations · our summary*
9. **[POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools](https://md.research.elamur.ai/free/en/papers/hamdi-2015-pos-tagging-tunisian-dialect-standard/)**Ahmed Hamdi, Alexis Nasr, Nizar Habash et al.*16 citations · our summary*
10. **[CUFE@QALB-2015 Shared Task: Arabic Error Correction System](https://md.research.elamur.ai/free/en/papers/nawar-2015-cufe-qalb-2015-shared-task/)**Michael Nawar*14 citations · our summary*
11. **[QCMUQ@QALB-2015 Shared Task: Combining Character level MT and Error-tolerant Finite-State Recognition for Arabic Spelling Correction](https://md.research.elamur.ai/free/en/papers/bouamor-2015-qcmuq-qalb-2015-shared-task/)**Houda Bouamor, Hassan Sajjad, Nadir Durrani et al.*14 citations · our summary*
12. **[Arib@QALB-2015 Shared Task: A Hybrid Cascade Model for Arabic Spelling Error Detection and Correction](https://md.research.elamur.ai/free/en/papers/alshenaifi-2015-arib-qalb-2015-shared-task/)**Nouf AlShenaifi, Rehab AlNefie, Maha Al-Yahya et al.*12 citations · our summary*
13. **[UMMU@QALB-2015 Shared Task: Character and Word level SMT pipeline for Automatic Error Correction of Arabic Text](https://md.research.elamur.ai/free/en/papers/bougares-2015-ummu-qalb-2015-shared-task/)**Fethi Bougares, Houda Bouamor*11 citations · our summary*
14. **[QCRI@QALB-2015 Shared Task: Correction of Arabic Text for Native and Non-Native Speakers' Errors](https://md.research.elamur.ai/free/en/papers/mubarak-2015-qcri-qalb-2015-shared-task/)**Hamdy Mubarak, Kareem Darwish, Ahmed Abdelali*10 citations · our summary*
15. **[Multi-Reference Evaluation for Dialectal Speech Recognition System: A Study for Egyptian ASR ↗](https://aclanthology.org/W15-3213/)**Ahmed Ali, Walid Magdy, Steve Renals*9 citations*
16. **[Best Practices for Crowdsourcing Dialectal Arabic Speech Transcription](https://md.research.elamur.ai/free/en/papers/wray-2015-best-practices-crowdsourcing-dialectal-arabic/)**Samantha Wray, Hamdy Mubarak, Ahmed Ali*8 citations · our summary*
17. **[Robust Part-of-speech Tagging of Arabic Text](https://md.research.elamur.ai/free/en/papers/aldarmaki-2015-robust-part-speech-tagging-arabic/)**Hanan Aldarmaki, Mona Diab*8 citations · our summary*
18. **[SAHSOH@QALB-2015 Shared Task: A Rule-Based Correction Method of Common Arabic Native and Non-Native Speakers' Errors](https://md.research.elamur.ai/free/en/papers/zaghouani-2015-sahsoh-qalb-2015-shared-task/)**Wajdi Zaghouani, Taha Zerrouki, Amar Balla*7 citations · our summary*
19. **[TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System](https://md.research.elamur.ai/free/en/papers/mostefa-2015-techlimed-qalb-shared-task-2015/)**Djamel Mostefa, Jaber Abualasal, Omar Asbayou et al.*6 citations · our summary*
20. **[Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach](https://md.research.elamur.ai/free/en/papers/belinkov-2015-answer-selection-arabic-community-question/)**Yonatan Belinkov, Alberto Barrón-Cedeño, Hamdy Mubarak*4 citations · our summary*
21. **[GWU-HASP-2015@QALB-2015 Shared Task: Priming Spelling Candidates with Probability ↗](https://aclanthology.org/W15-3216/)**Mohammed Attia, Mohamed Al-Badrashiny, Mona Diab*4 citations*
22. **[Joint Arabic Segmentation and Part-Of-Speech Tagging](https://md.research.elamur.ai/free/en/papers/algahtani-2015-joint-arabic-segmentation-part-speech/)**Shabib AlGahtani, John McNaught*4 citations · our summary*
23. **[Classifying Arab Names Geographically ↗](https://aclanthology.org/W15-3201/)**Hamdy Mubarak, Kareem Darwish*2 citations*
24. **[EDRAK: Entity-Centric Data Resource for Arabic Knowledge ↗](https://aclanthology.org/W15-3224/)**Mohamed H. Gad-Elrab, Mohamed Amir Yosef, Gerhard Weikum*2 citations*

## Papers with our summary in our library (20)

The most cited first (OpenAlex citations plus our library's).

1. **[Deep Learning Models for Sentiment Analysis in Arabic](https://md.research.elamur.ai/free/en/papers/sallab-2015-deep-learning-models-sentiment-analysis/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Ahmad Al Sallab, Hazem Hajj, Gilbert Badaro, et al.*2015 · 162 citations*
2. **[Natural Language Processing for Dialectical Arabic: A Survey](https://md.research.elamur.ai/free/en/papers/shoufan-2015-natural-language-processing-dialectical-arabic/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Abdulhadi Shoufan, Sumaya Alameri*2015 · 142 citations*
3. **[The Second QALB Shared Task on Automatic Text Correction for Arabic](https://md.research.elamur.ai/free/en/papers/rozovskaya-2015-second-qalb-shared-task-automatic/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Alla Rozovskaya, Houda Bouamor, Nizar Habash, et al.*2015 · 96 citations*
4. **[A Conventional Orthography for Algerian Arabic](https://md.research.elamur.ai/free/en/papers/saadane-2015-conventional-orthography-algerian-arabic/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Houda Saadane, Nizar Habash*2015 · 91 citations*
5. **[DIWAN: A Dialectal Word Annotation Tool for Arabic](https://md.research.elamur.ai/free/en/papers/shargi-2015-diwan-dialectal-word-annotation-tool/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Faisal Al-Shargi, Owen Rambow*2015 · 65 citations*
6. **[A Light Lexicon-based Mobile Application for Sentiment Mining of Arabic Tweets](https://md.research.elamur.ai/free/en/papers/badaro-2015-light-lexicon-based-mobile-application/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Gilbert Badaro, Ramy Baly, Rana Akel, et al.*2015 · 32 citations*
7. **[Annotating Targets of Opinions in Arabic using Crowdsourcing](https://md.research.elamur.ai/free/en/papers/farra-2015-annotating-targets-opinions-arabic-crowdsourcing/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Noura Farra, Kathy McKeown, Nizar Habash*2015 · 31 citations*
8. **[A Pilot Study on Arabic Multi-Genre Corpus Diacritization](https://md.research.elamur.ai/free/en/papers/bouamor-2015-pilot-study-arabic-multi-genre/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Houda Bouamor, Wajdi Zaghouani, Mona Diab, et al.*2015 · 30 citations*
9. **[POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools](https://md.research.elamur.ai/free/en/papers/hamdi-2015-pos-tagging-tunisian-dialect-standard/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Ahmed Hamdi, Alexis Nasr, Nizar Habash, et al.*2015 · 20 citations*
10. **[CUFE@QALB-2015 Shared Task: Arabic Error Correction System](https://md.research.elamur.ai/free/en/papers/nawar-2015-cufe-qalb-2015-shared-task/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Michael Nawar*2015 · 18 citations*
11. **[QCMUQ@QALB-2015 Shared Task: Combining Character level MT and Error-tolerant Finite-State Recognition for Arabic Spelling Correction](https://md.research.elamur.ai/free/en/papers/bouamor-2015-qcmuq-qalb-2015-shared-task/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Houda Bouamor, Hassan Sajjad, Nadir Durrani, et al.*2015 · 16 citations*
12. **[UMMU@QALB-2015 Shared Task: Character and Word level SMT pipeline for Automatic Error Correction of Arabic Text](https://md.research.elamur.ai/free/en/papers/bougares-2015-ummu-qalb-2015-shared-task/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Fethi Bougares, Houda Bouamor*2015 · 16 citations*
13. **[Arib@QALB-2015 Shared Task: A Hybrid Cascade Model for Arabic Spelling Error Detection and Correction](https://md.research.elamur.ai/free/en/papers/alshenaifi-2015-arib-qalb-2015-shared-task/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Nouf AlShenaifi, Rehab AlNefie, Maha Al-Yahya, et al.*2015 · 15 citations*
14. **[QCRI@QALB-2015 Shared Task: Correction of Arabic Text for Native and Non-Native Speakers' Errors](https://md.research.elamur.ai/free/en/papers/mubarak-2015-qcri-qalb-2015-shared-task/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Hamdy Mubarak, Kareem Darwish, Ahmed Abdelali*2015 · 12 citations*
15. **[Robust Part-of-speech Tagging of Arabic Text](https://md.research.elamur.ai/free/en/papers/aldarmaki-2015-robust-part-speech-tagging-arabic/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Hanan Aldarmaki, Mona Diab*2015 · 11 citations*
16. **[Best Practices for Crowdsourcing Dialectal Arabic Speech Transcription](https://md.research.elamur.ai/free/en/papers/wray-2015-best-practices-crowdsourcing-dialectal-arabic/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Samantha Wray, Hamdy Mubarak, Ahmed Ali*2015 · 11 citations*
17. **[TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System](https://md.research.elamur.ai/free/en/papers/mostefa-2015-techlimed-qalb-shared-task-2015/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Djamel Mostefa, Jaber Abualasal, Omar Asbayou, et al.*2015 · 8 citations*
18. **[SAHSOH@QALB-2015 Shared Task: A Rule-Based Correction Method of Common Arabic Native and Non-Native Speakers' Errors](https://md.research.elamur.ai/free/en/papers/zaghouani-2015-sahsoh-qalb-2015-shared-task/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Wajdi Zaghouani, Taha Zerrouki, Amar Balla*2015 · 8 citations*
19. **[Joint Arabic Segmentation and Part-Of-Speech Tagging](https://md.research.elamur.ai/free/en/papers/algahtani-2015-joint-arabic-segmentation-part-speech/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Shabib AlGahtani, John McNaught*2015 · 5 citations*
20. **[Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach](https://md.research.elamur.ai/free/en/papers/belinkov-2015-answer-selection-arabic-community-question/) [Workshop on Arabic Natural Language Processing](https://md.research.elamur.ai/free/en/venues/workshop-on-arabic-natural-language-processing/)**Yonatan Belinkov, Alberto Barrón-Cedeño, Hamdy Mubarak*2015 · 5 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Semitic languages (20)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Part-of-speech tagging (3)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Morphology (3)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Machine translation (2)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Sentiment & emotion (2)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Grammatical error correction & learner language (1)](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/)

## Fields

[Arts and Humanities (20)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (20)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (8)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Nizar Habash**4 works here · 238 citations](https://md.research.elamur.ai/free/en/authors/nizar-habash/) · [🧑‍🔬**Houda Bouamor**4 works here · 158 citations](https://md.research.elamur.ai/free/en/authors/houda-bouamor/) · [🧑‍🔬**Wajdi Zaghouani**3 works here · 134 citations](https://md.research.elamur.ai/free/en/authors/wajdi-zaghouani/) · [🧑‍🔬**Hamdy Mubarak**3 works here · 28 citations](https://md.research.elamur.ai/free/en/authors/hamdy-mubarak/) · [🧑‍🔬**Gilbert Badaro**2 works here · 194 citations](https://md.research.elamur.ai/free/en/authors/gilbert-badaro/) · [🧑‍🔬**Hazem Hajj**2 works here · 194 citations](https://md.research.elamur.ai/free/en/authors/hazem-hajj/) · [🧑‍🔬**Khaled Shaban**2 works here · 194 citations](https://md.research.elamur.ai/free/en/authors/khaled-shaban/) · [🧑‍🔬**Ramy Baly**2 works here · 194 citations](https://md.research.elamur.ai/free/en/authors/ramy-baly/) · [🧑‍🔬**Wassim El-Hajj**2 works here · 194 citations](https://md.research.elamur.ai/free/en/authors/wassim-el-hajj/) · [🧑‍🔬**Ossama Obeid**2 works here · 126 citations](https://md.research.elamur.ai/free/en/authors/ossama-obeid/) · [🧑‍🔬**Kemal Oflazer**2 works here · 46 citations](https://md.research.elamur.ai/free/en/authors/kemal-oflazer/) · [🧑‍🔬**Mona Diab**2 works here · 41 citations](https://md.research.elamur.ai/free/en/authors/mona-diab/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**Carnegie Mellon University Qatar** Doha · Qatar 5 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university-qatar/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 5 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**New York University Abu Dhabi** Abu Dhabi · United Arab Emirates 4 works here](https://md.research.elamur.ai/free/en/universities/new-york-university-abu-dhabi/) · [🎓**Hamad bin Khalifa University** Doha · Qatar 3 works here](https://md.research.elamur.ai/free/en/universities/hamad-bin-khalifa-university/) · [🎓**Columbia University** New York · United States 3 works here](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🎓**George Washington University** Washington · United States 2 works here](https://md.research.elamur.ai/free/en/universities/george-washington-university/) · [🎓**Khalifa University of Science and Technology** Abu Dhabi · United Arab Emirates 1 work here](https://md.research.elamur.ai/free/en/universities/khalifa-university-of-science-and-technology/) · [🎓**Aix-Marseille Université** Marseille · France 1 work here](https://md.research.elamur.ai/free/en/universities/aix-marseille-universite/) · [🎓**King Saud University** Riyadh · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/king-saud-university/) · [🎓**University of Manchester** Manchester · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-manchester/) · [🎓**University of Bouira** Bouïra · Algeria 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-bouira/) · [🎓**Le Mans Université** Le Mans · France 1 work here](https://md.research.elamur.ai/free/en/universities/le-mans-universite/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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