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Imed Zitouni
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2020 – today
- 2023
- [c71]Fedor Moiseev, Gustavo Hernández Abrego, Péter Dornbach, Imed Zitouni, Enrique Alfonseca, Zhe Dong:
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives. ACL (Findings) 2023: 12028-12037 - [e6]Mingxuan Wang, Imed Zitouni:
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023 - Industry Track, Singapore, December 6-10, 2023. Association for Computational Linguistics 2023 [contents] - [e5]Hassan Sawaf, Samhaa R. El-Beltagy, Wajdi Zaghouani, Walid Magdy, Ahmed Abdelali, Nadi Tomeh, Ibrahim Abu Farha, Nizar Habash, Salam Khalifa, Amr Keleg, Hatem Haddad, Imed Zitouni, Khalil Mrini, Rawan N. Al-Matham:
Proceedings of ArabicNLP 2023, Singapore (Hybrid), December 7, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-27-2 [contents] - [i3]Fedor Moiseev, Gustavo Hernández Abrego, Péter Dornbach, Imed Zitouni, Enrique Alfonseca, Zhe Dong:
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives. CoRR abs/2306.02516 (2023) - 2022
- [c70]Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni:
Exploring Dual Encoder Architectures for Question Answering. EMNLP 2022: 9414-9419 - [i2]Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni:
Exploring Dual Encoder Architectures for Question Answering. CoRR abs/2204.07120 (2022) - 2020
- [j18]Tiba Zaki Abdulhameed
, Imed Zitouni, Ikhlas Abdel-Qader:
Wasf-Vec: Topology-based Word Embedding for Modern Standard Arabic and Iraqi Dialect Ontology. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19(2): 22:1-22:27 (2020) - [j17]Imed Zitouni:
Editorial from the New Editor-in-Chief: the Era of Natural Language Processing Innovations on Asian and Low-Resource Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19(4): 48e:1-48e:2 (2020) - [e4]Imed Zitouni, Muhammad Abdul-Mageed, Houda Bouamor, Fethi Bougares, Mahmoud El-Haj, Nadi Tomeh, Wajdi Zaghouani:
Proceedings of the Fifth Arabic Natural Language Processing Workshop, WANLP@COLING 2020, Barcelona, Spain (Online), December 12, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-38-5 [contents]
2010 – 2019
- 2019
- [j16]Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen
, Seán Ó hÉigeartaigh, José Hernández-Orallo, Chiori Hori, Xiaowei Huang, Kokil Jaidka
, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam
, Martin Michalowski
, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad
, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius
, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni:
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40(3): 67-78 (2019) - [c69]Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni:
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios. CoNLL 2019: 757-767 - [c68]Kyle Williams, Seyyed Hadi Hashemi, Imed Zitouni:
Automatic Task Completion Flows from Web APIs. SIGIR 2019: 1009-1012 - [e3]Wassim El-Hajj, Lamia Hadrich Belguith, Fethi Bougares, Walid Magdy, Imed Zitouni:
Proceedings of the Fourth Arabic Natural Language Processing Workshop, WANLP@ACL 2019, Florence, Italy, August 1, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-32-1 [contents] - 2018
- [c67]Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook:
Measuring User Satisfaction on Smart Speaker Intelligent Assistants Using Intent Sensitive Query Embeddings. CIKM 2018: 1183-1192 - [c66]Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook:
Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants. CIKM 2018: 1193-1202 - [c65]Tiba Zaki Abdulhameed
, Imed Zitouni, Ikhlas Abdel-Qader:
Enhancement of the word2vec Class-Based Language Modeling by Optimizing the Features Vector Using PCA. EIT 2018: 866-870 - [c64]Rahul Jha, Alex Marin, Suvamsh Shivaprasad, Imed Zitouni:
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding. NAACL-HLT (3) 2018: 153-161 - [c63]Paul A. Crook, Alex Marin, Vipul Agarwal, Samantha Anderson, Ohyoung Jang, Aliasgar Lanewala, Karthik Tangirala, Imed Zitouni:
Conversational Semantic Search: Looking Beyond Web Search, Q&A and Dialog Systems. WSDM 2018: 763-766 - [c62]Madian Khabsa, Ahmed El Kholy, Ahmed Hassan Awadallah, Imed Zitouni, Milad Shokouhi:
Identifying Task Boundaries in Digital Assistants. WWW (Companion Volume) 2018: 107-108 - 2017
- [c61]Kyle Williams, Imed Zitouni:
Does That Mean You're Happy?: RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment. CIKM 2017: 727-736 - [c60]Rishabh Mehrotra, Ahmed Hassan Awadallah, Milad Shokouhi, Emine Yilmaz, Imed Zitouni, Ahmed El Kholy, Madian Khabsa:
Deep Sequential Models for Task Satisfaction Prediction. CIKM 2017: 737-746 - [c59]Widad Machmouchi, Ahmed Hassan Awadallah, Imed Zitouni, Georg Buscher:
Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments. CIKM 2017: 757-765 - [c58]Ranjitha Gurunath Kulkarni, Ahmed El Kholy, Ziad Al Bawab, Noha Alon, Imed Zitouni, Umut Ozertem, Shuangyu Chang:
Hyperarticulation detection in repetitive voice queries using pairwise comparison for improved speech recognition. ICASSP 2017: 4985-4989 - [c57]Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford, Damien Jose, Imed Zitouni:
Off-policy evaluation for slate recommendation. NIPS 2017: 3632-3642 - [c56]Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa:
User Interaction Sequences for Search Satisfaction Prediction. SIGIR 2017: 165-174 - [c55]Rishabh Mehrotra, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Hassan:
Identifying User Sessions in Interactions with Intelligent Digital Assistants. WWW (Companion Volume) 2017: 821-822 - 2016
- [c54]Julia Kiseleva, Kyle Williams, Jiepu Jiang
, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos:
Understanding User Satisfaction with Intelligent Assistants. CHIIR 2016: 121-130 - [c53]Madian Khabsa, Aidan C. Crook, Ahmed Hassan Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams:
Learning to Account for Good Abandonment in Search Success Metrics. CIKM 2016: 1893-1896 - [c52]Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos:
Predicting User Satisfaction with Intelligent Assistants. SIGIR 2016: 45-54 - [c51]Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa:
Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search. SIGIR 2016: 889-892 - [c50]Gabriella Kazai, Imed Zitouni:
Quality Management in Crowdsourcing using Gold Judges Behavior. WSDM 2016: 267-276 - [c49]Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa:
Detecting Good Abandonment in Mobile Search. WWW 2016: 495-505 - [i1]Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford, Damien Jose, Imed Zitouni:
Off-policy evaluation for slate recommendation. CoRR abs/1605.04812 (2016) - 2015
- [c48]Lihong Li, Jin Young Kim, Imed Zitouni:
Toward Predicting the Outcome of an A/B Experiment for Search Relevance. WSDM 2015: 37-46 - [c47]Jiepu Jiang
, Ahmed Hassan Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni, Omar Zia Khan:
Automatic Online Evaluation of Intelligent Assistants. WWW 2015: 506-516 - 2014
- [j15]Yuval Marton, Imed Zitouni:
Transliteration normalization for Information Extraction and Machine Translation. J. King Saud Univ. Comput. Inf. Sci. 26(4): 379-387 (2014) - [j14]Imed Zitouni, Yassine Benajiba:
Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection. IEEE ACM Trans. Audio Speech Lang. Process. 22(2): 314-324 (2014) - [c46]Ahmed Hassan Awadallah, Imed Zitouni:
Machine-Assisted Search Preference Evaluation. CIKM 2014: 51-60 - [c45]Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni:
Comparing client and server dwell time estimates for click-level satisfaction prediction. SIGIR 2014: 895-898 - [c44]Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni:
Modeling dwell time to predict click-level satisfaction. WSDM 2014: 193-202 - [c43]Peter B. Golbus, Imed Zitouni, Jin Young Kim, Ahmed Hassan Awadallah, Fernando Diaz:
Contextual and dimensional relevance judgments for reusable SERP-level evaluation. WWW 2014: 131-142 - [p1]Vittorio Castelli, Imed Zitouni:
Relation Extraction. NLP of Semitic Languages 2014: 279-298 - [e2]Imed Zitouni:
Natural Language Processing of Semitic Languages. Theory and Applications of Natural Language Processing, Springer 2014, ISBN 978-3-642-45357-1 [contents] - 2013
- [c42]Jin Young Kim, Gabriella Kazai, Imed Zitouni:
Relevance dimensions in preference-based IR evaluation. SIGIR 2013: 913-916 - 2011
- [j13]Imed Zitouni:
Introduction to Arabic Natural Language Processing Nizar Y. Habash (Columbia University) Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 10), 2010, xvii+167 pp; paperbound, ISBN 978-1-59829-795-9, $40.00; ebook, ISBN 978-1-59829-796-6, $30.00 or by subscription. Comput. Linguistics 37(3): 623-625 (2011) - 2010
- [j12]Smita Vemulapalli, Xiaoqiang Luo, John F. Pitrelli, Imed Zitouni:
Using Bagging and Boosting Techniques for Improving Coreference Resolution. Informatica (Slovenia) 34(1): 111-118 (2010) - [c41]Yassine Benajiba, Imed Zitouni, Mona T. Diab, Paolo Rosso:
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data. ACL (2) 2010: 281-285 - [c40]Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni:
Improving Mention Detection Robustness to Noisy Input. EMNLP 2010: 335-345 - [c39]Yassine Benajiba, Imed Zitouni:
Enhancing Mention Detection Using Projection via Aligned Corpora. EMNLP 2010: 993-1001 - [c38]Hong-Kwang Jeff Kuo, Lidia Mangu, Ahmad Emami, Imed Zitouni:
Morphological and syntactic features for Arabic speech recognition. ICASSP 2010: 5190-5193 - [c37]Ahmad Emami, Hong-Kwang Jeff Kuo, Imed Zitouni, Lidia Mangu:
Augmented context features for Arabic speech recognition. INTERSPEECH 2010: 1832-1835 - [c36]Yassine Benajiba, Imed Zitouni:
Arabic Word Segmentation for Better Unit of Analysis. LREC 2010 - [c35]Yassine Benajiba, Imed Zitouni:
Arabic Mention Detection: Toward Better Unit of Analysis. HLT-NAACL 2010: 709-712
2000 – 2009
- 2009
- [j11]Imed Zitouni, Ruhi Sarikaya:
Arabic diacritic restoration approach based on maximum entropy models. Comput. Speech Lang. 23(3): 257-276 (2009) - [j10]Yassine Benajiba, Imed Zitouni:
Morphology-Based Segmentation Combination for Arabic Mention Detection. ACM Trans. Asian Lang. Inf. Process. 8(4): 16:1-16:18 (2009) - [j9]Imed Zitouni, Radu Florian:
Cross-Language Information Propagation for Arabic Mention Detection. ACM Trans. Asian Lang. Inf. Process. 8(4): 17:1-17:21 (2009) - [j8]Imed Zitouni, Xiaoqiang Luo, Radu Florian:
A Cascaded Approach to Mention Detection and Chaining in Arabic. IEEE Trans. Speech Audio Process. 17(5): 935-944 (2009) - [c34]Hong-Kwang Jeff Kuo, Lidia Mangu, Ahmad Emami, Imed Zitouni, Young-Suk Lee:
Syntactic features for Arabic speech recognition. ASRU 2009: 327-332 - [c33]Smita Vemulapalli, Xiaoqiang Luo, John F. Pitrelli, Imed Zitouni:
Classifier Combination Techniques Applied to Coreference Resolution. HLT-NAACL (Student Research Workshop and Doctoral Consortium) 2009: 1-6 - 2008
- [j7]Imed Zitouni:
Constrained Minimization and Discriminative Training for Natural Language Call Routing. IEEE Trans. Speech Audio Process. 16(1): 208-215 (2008) - [c32]Fei Huang, Ahmad Emami, Imed Zitouni:
When Harry Met Harri: Cross-lingual Name Spelling Normalization. EMNLP 2008: 391-399 - [c31]Imed Zitouni, Radu Florian:
Mention Detection Crossing the Language Barrier. EMNLP 2008: 600-609 - [c30]Imed Zitouni, Qiru Zhou:
Hierarchical linear discounting class N-gram language models: A multilevel class hierarchy approach. ICASSP 2008: 4917-4920 - [c29]Ahmad Emami, Imed Zitouni, Lidia Mangu:
Rich morphology based n-gram language models for Arabic. INTERSPEECH 2008: 829-832 - 2007
- [j6]Imed Zitouni:
Backoff hierarchical class n-gram language models: effectiveness to model unseen events in speech recognition. Comput. Speech Lang. 21(1): 88-104 (2007) - [e1]Violetta Cavalli-Sforza, Imed Zitouni:
Proceedings of the 2007 Workshop on Computational Approaches to Semitic Languages: Common Issues and Resources, SEMITIC@ACL 2007, Prague, Czech Republic, June 28, 2007. Association for Computational Linguistics 2007 [contents] - 2006
- [c28]Radu Florian, Hongyan Jing, Nanda Kambhatla, Imed Zitouni:
Factorizing Complex Models: A Case Study in Mention Detection. ACL 2006 - [c27]Imed Zitouni, Jeffrey S. Sorensen, Ruhi Sarikaya:
Maximum Entropy Based Restoration of Arabic Diacritics. ACL 2006 - [c26]Ruhi Sarikaya, Ossama Emam, Imed Zitouni, Yuqing Gao:
Maximum entropy modeling for diacritization of Arabic text. INTERSPEECH 2006 - 2005
- [c25]Imed Zitouni, Jeffrey Sorensen, Xiaoqiang Luo, Radu Florian:
The Impact of Morphological Stemming on Arabic Mention Detection and Coreference Resolution. SEMITIC@ACL 2005: 63-70 - [c24]Imed Zitouni, Hui Jiang, Qiru Zhou:
Discriminative training and support vector machine for natural language call routing. INTERSPEECH 2005: 3437-3440 - [c23]Xiaoqiang Luo, Imed Zitouni:
Multi-Lingual Coreference Resolution With Syntactic Features. HLT/EMNLP 2005: 660-667 - 2004
- [j5]Imed Zitouni, Qiru Zhou, Minkyu Lee, Peter J. Danielsen:
Media services in SIP networks. Bell Labs Tech. J. 9(3): 73-85 (2004) - [c22]Minkyu Lee, Imed Zitouni, Qiru Zhou:
Prediction-based packet loss concealment for voice over IP: a statistical n-gram approach. GLOBECOM 2004: 2308-2312 - [c21]Imed Zitouni, Minkyu Lee, Hui Jiang:
Constrained minimization technique for topic identification using discriminative training and support vector machines. INTERSPEECH 2004: 181-184 - [c20]Hui Jiang, Pengfei Liu, Imed Zitouni:
Discriminative training of naive Bayes classifiers for natural language call routing. INTERSPEECH 2004: 1589-1592 - [c19]Minkyu Lee, Imed Zitouni, Qiru Zhou:
On a n-gram model approach for packet loss concealment. INTERSPEECH 2004: 2637-2640 - [c18]Dorota J. Iskra, Rainer Siemund, Jamal Borno, Asunción Moreno, Ossama Emam, Khalid Choukri, Oren Gedge, Herbert S. Tropf, Albino Nogueiras, Imed Zitouni, Anastasios Tsopanoglou, Nikos Fakotakis:
OrienTel - Telephony Databases Across Northern Africa and the Middle East. LREC 2004 - 2003
- [j4]Imed Zitouni, Kamel Smaïli, Jean Paul Haton:
Statistical language modeling based on variable-length sequences. Comput. Speech Lang. 17(1): 27-41 (2003) - [j3]Imed Zitouni, Hong-Kwang Jeff Kuo, Chin-Hui Lee:
Boosting and combination of classifiers for natural language call routing systems. Speech Commun. 41(4): 647-661 (2003) - [c17]Hong-Kwang Jeff Kuo, Chin-Hui Lee, Imed Zitouni, Eric Fosler-Lussier:
Minimum verification error training for topic verification. ICASSP (1) 2003: 380-383 - [c16]Imed Zitouni, Olivier Siohan, Chin-Hui Lee:
Hierarchical class n-gram language models: towards better estimation of unseen events in speech recognition. INTERSPEECH 2003: 237-240 - 2002
- [j2]Imed Zitouni:
A hierarchical language model based on variable-length class sequences: the MCnnu approach. IEEE Trans. Speech Audio Process. 10(3): 193-198 (2002) - [c15]Imed Zitouni, Hong-Kwang Jeff Kuo, Chin-Hui Lee:
Combination of boosting and discriminative training for natural language call steering systems. ICASSP 2002: 25-28 - [c14]Roger Argiles Solsona, Eric Fosler-Lussier, Hong-Kwang Jeff Kuo, Alexandros Potamianos, Imed Zitouni:
Adaptive language models for spoken dialogue systems. ICASSP 2002: 37-40 - [c13]Imed Zitouni, Joseph P. Olive, Dorota J. Iskra, Khalid Choukri, Ossama Emam, Oren Gedge, Emmanuel Maragoudakis, Herbert S. Tropf, Asunción Moreno, Albino Nogueiras Rodríguez, Barbara Heuft, Rainer Siemund:
Orientel: speech-based interactive communication applications for the mediterranean and the middle east. INTERSPEECH 2002: 325-328 - [c12]Imed Zitouni, Olivier Siohan, Hong-Kwang Jeff Kuo, Chin-Hui Lee:
Backoff hierarchical class n-gram language modelling for automatic speech recognition systems. INTERSPEECH 2002: 885-888 - [c11]Hong-Kwang Jeff Kuo, Chin-Hui Lee, Imed Zitouni, Eric Fosler-Lussier, Egbert Ammicht:
Discriminative training for call classification and routing. INTERSPEECH 2002: 1145-1148 - [c10]Rainer Siemund, Barbara Heuft, Khalid Choukri, Ossama Emam, Emmanuel Maragoudakis, Herbert S. Tropf, Oren Gedge, Sherrie Shammass, Asunción Moreno, Albino Nogueiras Rodríguez, Imed Zitouni, Dorota J. Iskra:
OrienTel - Multilingual access to interactive communication services for the Mediterranean and the Middle East. LREC 2002 - 2001
- [j1]Frédéric Bimbot, Marc El-Bèze, Stéphane Igounet, Michèle Jardino, Kamel Smaïli, Imed Zitouni:
An alternative scheme for perplexity estimation and its assessment for the evaluation of language models. Comput. Speech Lang. 15(1): 1-13 (2001) - [c9]Imed Zitouni, Kamel Smaïli, Jean Paul Haton:
Statistical language model based on a hierarchical approach: MCnv. INTERSPEECH 2001: 29-32 - [c8]Brigitte Bigi
, Armelle Brun, Jean Paul Haton, Kamel Smaïli, Imed Zitouni:
A Comparative Study of Topic Identification on Newspaper and E-mail. SPIRE 2001: 238-241 - 2000
- [b1]Imed Zitouni:
Modélisation du langage pour les systèmes de reconnaissance de la parole destinés aux grands vocabulaires : application à MAUD. Henri Poincaré University, Nancy, France, 2000 - [c7]Imed Zitouni, Kamel Smaïli, Jean Paul Haton:
Beyond the conventional statistical language models: the variable-length sequences approach. INTERSPEECH 2000: 562-565
1990 – 1999
- 1999
- [c6]Kamel Smaïli, Armelle Brun, Imed Zitouni, Jean Paul Haton:
Automatic and manual clustering for large vocabulary speech recognition: a comparative study. EUROSPEECH 1999: 1795-1798 - [c5]Imed Zitouni, Jean-François Mari, Kamel Smaïli, Jean Paul Haton:
Variable-length sequence language model for large vocabulary continuous dictation machine. EUROSPEECH 1999: 1811-1814 - 1998
- [c4]Imed Zitouni:
A language modeling based on a hierarchical approach: m_n^v. ICSLP 1998 - [c3]Imed Zitouni, Kamel Smaïli, Jean Paul Haton, Sabine Deligne, Frédéric Bimbot:
A comparative study between polyclass and multiclass language models. ICSLP 1998 - [c2]Michèle Jardino, Frédéric Bimbot, Stéphane Igounet, Kamel Smaïli, Imed Zitouni, Marc El-Bèze:
A first evaluation campaign for language models. LREC 1998: 801-806 - 1997
- [c1]Kamel Smaïli, Imed Zitouni, François Charpillet, Jean Paul Haton:
An hybrid language model for a continuous dictation prototype. EUROSPEECH 1997: 2723-2726
Coauthor Index
aka: Ahmed Hassan Awadallah
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