Imed Zitouni

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 31

Top Venues

CIKM

SIGIR

WSDM

CoRR

Henri Poincaré University, Nancy, France (PHD)

Education History

Henri Poincaré University, Nancy, France

PHD

Publications

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)
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 (2023)
Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni
Exploring Dual Encoder Architectures for Question Answering. CoRR (2022)
Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni
Exploring Dual Encoder Architectures for Question Answering. EMNLP (2022)
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) (2020)
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) (2020)
Kyle Williams, Seyyed Hadi Hashemi, Imed Zitouni
Automatic Task Completion Flows from Web APIs. SIGIR (2019)
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) (2019)
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)
Rahul Jha, Alex Marin, Suvamsh Shivaprasad, Imed Zitouni
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding. NAACL-HLT (3) (2018)
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)
Madian Khabsa, Ahmed El Kholy, Ahmed Hassan Awadallah, Imed Zitouni, Milad Shokouhi
Identifying Task Boundaries in Digital Assistants. WWW (Companion Volume) (2018)
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)
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)
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)
Kyle Williams, Imed Zitouni
Does That Mean You're Happy?: RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment. CIKM (2017)
Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa
User Interaction Sequences for Search Satisfaction Prediction. SIGIR (2017)
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)
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)
Rishabh Mehrotra, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Hassan
Identifying User Sessions in Interactions with Intelligent Digital Assistants. WWW (Companion Volume) (2017)
Widad Machmouchi, Ahmed Hassan Awadallah, Imed Zitouni, Georg Buscher
Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments. CIKM (2017)
Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford, Damien Jose, Imed Zitouni
Off-policy evaluation for slate recommendation. NIPS (2017)
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
Understanding User Satisfaction with Intelligent Assistants. CHIIR (2016)
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)
Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa
Detecting Good Abandonment in Mobile Search. WWW (2016)
Gabriella Kazai, Imed Zitouni
Quality Management in Crowdsourcing using Gold Judges Behavior. WSDM (2016)
Adith Swaminathan, Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudík, John Langford, Damien Jose, Imed Zitouni
Off-policy evaluation for slate recommendation. CoRR (2016)
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)
Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
Predicting User Satisfaction with Intelligent Assistants. SIGIR (2016)
Lihong Li, Jinyoung Kim, Imed Zitouni
Toward Predicting the Outcome of an A/B Experiment for Search Relevance. WSDM (2015)
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)
Peter B. Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Hassan Awadallah, Fernando Diaz
Contextual and dimensional relevance judgments for reusable SERP-level evaluation. WWW (2014)
Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni
Modeling dwell time to predict click-level satisfaction. WSDM (2014)
Ahmed Hassan Awadallah, Imed Zitouni
Machine-Assisted Search Preference Evaluation. CIKM (2014)
Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni
Comparing client and server dwell time estimates for click-level satisfaction prediction. SIGIR (2014)
Imed Zitouni, Yassine Benajiba
Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection. IEEE ACM Trans. Audio Speech Lang. Process. 22 (2) (2014)
Yuval Marton, Imed Zitouni
Transliteration normalization for Information Extraction and Machine Translation. J. King Saud Univ. Comput. Inf. Sci. 26 (4) (2014)
Jinyoung Kim, Gabriella Kazai, Imed Zitouni
Relevance dimensions in preference-based IR evaluation. SIGIR (2013)
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) (2011)
Hong-Kwang Jeff Kuo, Lidia Mangu, Ahmad Emami, Imed Zitouni
Morphological and syntactic features for Arabic speech recognition. ICASSP (2010)
Yassine Benajiba, Imed Zitouni
Arabic Word Segmentation for Better Unit of Analysis. LREC (2010)
Yassine Benajiba, Imed Zitouni, Mona T. Diab, Paolo Rosso
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data. ACL (2) (2010)
Yassine Benajiba, Imed Zitouni
Arabic Mention Detection: Toward Better Unit of Analysis. HLT-NAACL (2010)
Ahmad Emami, Hong-Kwang Jeff Kuo, Imed Zitouni, Lidia Mangu
Augmented context features for Arabic speech recognition. INTERSPEECH (2010)
Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni
Improving Mention Detection Robustness to Noisy Input. EMNLP (2010)
Smita Vemulapalli, Xiaoqiang Luo, John F. Pitrelli, Imed Zitouni
Using Bagging and Boosting Techniques for Improving Coreference Resolution. Informatica (Slovenia) 34 (1) (2010)
Yassine Benajiba, Imed Zitouni
Enhancing Mention Detection Using Projection via Aligned Corpora. EMNLP (2010)
Yassine Benajiba, Imed Zitouni
Morphology-Based Segmentation Combination for Arabic Mention Detection. ACM Trans. Asian Lang. Inf. Process. 8 (4) (2009)
Imed Zitouni, Radu Florian
Cross-Language Information Propagation for Arabic Mention Detection. ACM Trans. Asian Lang. Inf. Process. 8 (4) (2009)
Imed Zitouni, Ruhi Sarikaya
Arabic diacritic restoration approach based on maximum entropy models. Comput. Speech Lang. 23 (3) (2009)
Hong-Kwang Jeff Kuo, Lidia Mangu, Ahmad Emami, Imed Zitouni, Young-Suk Lee
Syntactic features for Arabic speech recognition. ASRU (2009)
Imed Zitouni, Xiaoqiang Luo, Radu Florian
A Cascaded Approach to Mention Detection and Chaining in Arabic. IEEE Trans. Speech Audio Process. 17 (5) (2009)
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)
Imed Zitouni
Constrained Minimization and Discriminative Training for Natural Language Call Routing. IEEE Trans. Speech Audio Process. 16 (1) (2008)
Imed Zitouni, Qiru Zhou
Hierarchical linear discounting class N-gram language models: A multilevel class hierarchy approach. ICASSP (2008)
Ahmad Emami, Imed Zitouni, Lidia Mangu
Rich morphology based n-gram language models for Arabic. INTERSPEECH (2008)
Imed Zitouni, Radu Florian
Mention Detection Crossing the Language Barrier. EMNLP (2008)
Fei Huang, Ahmad Emami, Imed Zitouni
When Harry Met Harri: Cross-lingual Name Spelling Normalization. EMNLP (2008)
Imed Zitouni
Backoff hierarchical class n-gram language models: effectiveness to model unseen events in speech recognition. Comput. Speech Lang. 21 (1) (2007)
Imed Zitouni, Jeffrey S. Sorensen, Ruhi Sarikaya
Maximum Entropy Based Restoration of Arabic Diacritics. ACL (2006)
Radu Florian, Hongyan Jing, Nanda Kambhatla, Imed Zitouni
Factorizing Complex Models: A Case Study in Mention Detection. ACL (2006)
Ruhi Sarikaya, Ossama Emam, Imed Zitouni, Yuqing Gao
Maximum entropy modeling for diacritization of Arabic text. INTERSPEECH (2006)
Xiaoqiang Luo, Imed Zitouni
Multi-Lingual Coreference Resolution With Syntactic Features. HLT/EMNLP (2005)
Imed Zitouni, Jeffrey Sorensen, Xiaoqiang Luo, Radu Florian
The Impact of Morphological Stemming on Arabic Mention Detection and Coreference Resolution. SEMITIC@ACL (2005)
Imed Zitouni, Hui Jiang, Qiru Zhou
Discriminative training and support vector machine for natural language call routing. INTERSPEECH (2005)
Imed Zitouni, Minkyu Lee, Hui Jiang
Constrained minimization technique for topic identification using discriminative training and support vector machines. INTERSPEECH (2004)
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)
Hui Jiang, Pengfei Liu, Imed Zitouni
Discriminative training of naive Bayes classifiers for natural language call routing. INTERSPEECH (2004)
Minkyu Lee, Imed Zitouni, Qiru Zhou
Prediction-based packet loss concealment for voice over IP: a statistical n-gram approach. GLOBECOM (2004)
Imed Zitouni, Qiru Zhou, Minkyu Lee, Peter J. Danielsen
Media services in SIP networks. Bell Labs Tech. J. 9 (3) (2004)
Minkyu Lee, Imed Zitouni, Qiru Zhou
On a n-gram model approach for packet loss concealment. INTERSPEECH (2004)
Hong-Kwang Jeff Kuo, Chin-Hui Lee, Imed Zitouni, Eric Fosler-Lussier
Minimum verification error training for topic verification. ICASSP (1) (2003)
Imed Zitouni, Hong-Kwang Jeff Kuo, Chin-Hui Lee
Boosting and combination of classifiers for natural language call routing systems. Speech Commun. 41 (4) (2003)
Imed Zitouni, Olivier Siohan, Chin-Hui Lee
Hierarchical class n-gram language models: towards better estimation of unseen events in speech recognition. INTERSPEECH (2003)
Imed Zitouni, Kamel Smaïli, Jean Paul Haton
Statistical language modeling based on variable-length sequences. Comput. Speech Lang. 17 (1) (2003)
Roger Argiles Solsona, Eric Fosler-Lussier, Hong-Kwang Jeff Kuo, Alexandros Potamianos, Imed Zitouni
Adaptive language models for spoken dialogue systems. ICASSP (2002)
Imed Zitouni, Hong-Kwang Jeff Kuo, Chin-Hui Lee
Combination of boosting and discriminative training for natural language call steering systems. ICASSP (2002)
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)
Imed Zitouni
approach. IEEE Trans. Speech Audio Process. 10 (3) (2002)
Hong-Kwang Jeff Kuo, Chin-Hui Lee, Imed Zitouni, Eric Fosler-Lussier, Egbert Ammicht
Discriminative training for call classification and routing. INTERSPEECH (2002)
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)
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)
Imed Zitouni, Kamel Smaïli, Jean Paul Haton
Statistical language model based on a hierarchical approach: MCnv. INTERSPEECH (2001)
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) (2001)
Brigitte Bigi, Armelle Brun, Jean Paul Haton, Kamel Smaïli, Imed Zitouni
A Comparative Study of Topic Identification on Newspaper and E-mail. SPIRE (2001)
Imed Zitouni, Kamel Smaïli, Jean Paul Haton
Beyond the conventional statistical language models: the variable-length sequences approach. INTERSPEECH (2000)
Kamel Smaïli, Armelle Brun, Imed Zitouni, Jean Paul Haton
Automatic and manual clustering for large vocabulary speech recognition: a comparative study. EUROSPEECH (1999)
Imed Zitouni, Jean-François Mari, Kamel Smaïli, Jean Paul Haton
Variable-length sequence language model for large vocabulary continuous dictation machine. EUROSPEECH (1999)
Imed Zitouni
A language modeling based on a hierarchical approach: m_n^v. ICSLP (1998)
Michèle Jardino, Frédéric Bimbot, Stéphane Igounet, Kamel Smaïli, Imed Zitouni, Marc El-Bèze
A first evaluation campaign for language models. LREC (1998)
Imed Zitouni, Kamel Smaïli, Jean Paul Haton, Sabine Deligne, Frédéric Bimbot
A comparative study between polyclass and multiclass language models. ICSLP (1998)
Kamel Smaïli, Imed Zitouni, François Charpillet, Jean Paul Haton
An hybrid language model for a continuous dictation prototype. EUROSPEECH (1997)

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Publication Activity (10 Years)

Top Topics

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Imed Zitouni