| 2026 | LREC | Entity Image and Mixed-Modal Image Retrieval Datasets. | Cristian-Ioan Blaga, Paul Suganthan G. C., Sahil Dua, Krishna Srinivasan, Enrique Alfonseca, Pter Dornbach, Tom Duerig, Imed Zitouni, Zhe Dong |
| 2023 | ACL | SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives. | Fedor Moiseev, Gustavo Hernndez Abrego, Pter Dornbach, Imed Zitouni, Enrique Alfonseca, Zhe Dong |
| 2022 | EMNLP | Exploring Dual Encoder Architectures for Question Answering. | Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni |
| 2019 | CoNLL | Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios. | Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni |
| 2019 | SIGIR | Automatic Task Completion Flows from Web APIs. | Kyle Williams, Seyyed Hadi Hashemi, Imed Zitouni |
| 2018 | CIKM | Measuring User Satisfaction on Smart Speaker Intelligent Assistants Using Intent Sensitive Query Embeddings. | Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook |
| 2018 | CIKM | Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants. | Seyyed Hadi Hashemi, Kyle Williams, Ahmed El Kholy, Imed Zitouni, Paul A. Crook |
| 2018 | NAACL | Bag of Experts Architectures for Model Reuse in Conversational Language Understanding. | Rahul Jha, Alex Marin, Suvamsh Shivaprasad, Imed Zitouni |
| 2018 | WWW | Identifying Task Boundaries in Digital Assistants. | Madian Khabsa, Ahmed El Kholy, Ahmed Hassan Awadallah, Imed Zitouni, Milad Shokouhi |
| 2018 | WSDM | Conversational Semantic Search: Looking Beyond Web Search, Q&A and Dialog Systems. | Paul A. Crook, Alex Marin, Vipul Agarwal, Samantha Anderson, Ohyoung Jang, Aliasgar Lanewala, Karthik Tangirala, Imed Zitouni |
| 2017 | CIKM | Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments. | Widad Machmouchi, Ahmed Hassan Awadallah, Imed Zitouni, Georg Buscher |
| 2017 | CIKM | Deep Sequential Models for Task Satisfaction Prediction. | Rishabh Mehrotra, Ahmed Hassan Awadallah, Milad Shokouhi, Emine Yilmaz, Imed Zitouni, Ahmed El Kholy, Madian Khabsa |
| 2017 | CIKM | Does That Mean You're Happy?: RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment. | Kyle Williams, Imed Zitouni |
| 2017 | ICASSP | Hyperarticulation detection in repetitive voice queries using pairwise comparison for improved speech recognition. | Ranjitha Gurunath Kulkarni, Ahmed El Kholy, Ziad Al Bawab, Noha Alon, Imed Zitouni, Umut Ozertem, Shuangyu Chang |
| 2017 | WWW | Identifying User Sessions in Interactions with Intelligent Digital Assistants. | Rishabh Mehrotra, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Hassan |
| 2017 | SIGIR | User Interaction Sequences for Search Satisfaction Prediction. | Rishabh Mehrotra, Imed Zitouni, Ahmed Hassan Awadallah, Ahmed El Kholy, Madian Khabsa |
| 2016 | CHIIR | Understanding User Satisfaction with Intelligent Assistants. | Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos |
| 2016 | CIKM | Learning to Account for Good Abandonment in Search Success Metrics. | Madian Khabsa, Aidan C. Crook, Ahmed Hassan Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams |
| 2016 | WWW | Detecting Good Abandonment in Mobile Search. | Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa |
| 2016 | SIGIR | Predicting User Satisfaction with Intelligent Assistants. | Julia Kiseleva, Kyle Williams, Ahmed Hassan Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos |
| 2016 | SIGIR | Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search. | Kyle Williams, Julia Kiseleva, Aidan C. Crook, Imed Zitouni, Ahmed Hassan Awadallah, Madian Khabsa |
| 2016 | WSDM | Quality Management in Crowdsourcing using Gold Judges Behavior. | Gabriella Kazai, Imed Zitouni |
| 2015 | WWW | Automatic Online Evaluation of Intelligent Assistants. | Jiepu Jiang, Ahmed Hassan Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni, Omar Zia Khan |
| 2015 | WSDM | Toward Predicting the Outcome of an A/B Experiment for Search Relevance. | Lihong Li, Jin Young Kim, Imed Zitouni |
| 2014 | CIKM | Machine-Assisted Search Preference Evaluation. | Ahmed Hassan Awadallah, Imed Zitouni |
| 2014 | WWW | Contextual and dimensional relevance judgments for reusable SERP-level evaluation. | Peter B. Golbus, Imed Zitouni, Jin Young Kim, Ahmed Hassan Awadallah, Fernando Diaz |
| 2014 | SIGIR | Comparing client and server dwell time estimates for click-level satisfaction prediction. | Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni |
| 2014 | WSDM | Modeling dwell time to predict click-level satisfaction. | Youngho Kim, Ahmed Hassan Awadallah, Ryen W. White, Imed Zitouni |
| 2013 | SIGIR | Relevance dimensions in preference-based IR evaluation. | Jin Young Kim, Gabriella Kazai, Imed Zitouni |
| 2010 | ACL | Arabic Named Entity Recognition: Using Features Extracted from Noisy Data. | Yassine Benajiba, Imed Zitouni, Mona T. Diab, Paolo Rosso |
| 2010 | EMNLP | Enhancing Mention Detection Using Projection via Aligned Corpora. | Yassine Benajiba, Imed Zitouni |
| 2010 | EMNLP | Improving Mention Detection Robustness to Noisy Input. | Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni |
| 2010 | ICASSP | Morphological and syntactic features for Arabic speech recognition. | Hong-Kwang Jeff Kuo, Lidia Mangu, Ahmad Emami, Imed Zitouni |
| 2010 | Interspeech | Augmented context features for Arabic speech recognition. | Ahmad Emami, Hong-Kwang Jeff Kuo, Imed Zitouni, Lidia Mangu |
| 2010 | LREC | Arabic Word Segmentation for Better Unit of Analysis. | Yassine Benajiba, Imed Zitouni |
| 2010 | NAACL | Arabic Mention Detection: Toward Better Unit of Analysis. | Yassine Benajiba, Imed Zitouni |
| 2009 | ASRU | Syntactic features for Arabic speech recognition. | Hong-Kwang Jeff Kuo, Lidia Mangu, Ahmad Emami, Imed Zitouni, Young-Suk Lee |
| 2009 | NAACL | Classifier Combination Techniques Applied to Coreference Resolution. | Smita Vemulapalli, Xiaoqiang Luo, John F. Pitrelli, Imed Zitouni |
| 2008 | EMNLP | When Harry Met Harri: Cross-lingual Name Spelling Normalization. | Fei Huang, Ahmad Emami, Imed Zitouni |
| 2008 | EMNLP | Mention Detection Crossing the Language Barrier. | Imed Zitouni, Radu Florian |
| 2008 | ICASSP | Hierarchical linear discounting class N-gram language models: A multilevel class hierarchy approach. | Imed Zitouni, Qiru Zhou |
| 2008 | Interspeech | Rich morphology based n-gram language models for Arabic. | Ahmad Emami, Imed Zitouni, Lidia Mangu |
| 2006 | ACL | Factorizing Complex Models: A Case Study in Mention Detection. | Radu Florian, Hongyan Jing, Nanda Kambhatla, Imed Zitouni |
| 2006 | ACL | Maximum Entropy Based Restoration of Arabic Diacritics. | Imed Zitouni, Jeffrey S. Sorensen, Ruhi Sarikaya |
| 2006 | Interspeech | Maximum entropy modeling for diacritization of Arabic text. | Ruhi Sarikaya, Ossama Emam, Imed Zitouni, Yuqing Gao |
| 2005 | Interspeech | Discriminative training and support vector machine for natural language call routing. | Imed Zitouni, Hui Jiang, Qiru Zhou |
| 2005 | NAACL | Multi-Lingual Coreference Resolution With Syntactic Features. | Xiaoqiang Luo, Imed Zitouni |
| 2004 | GLOBECOM | Prediction-based packet loss concealment for voice over IP: a statistical n-gram approach. | Minkyu Lee, Imed Zitouni, Qiru Zhou |
| 2004 | Interspeech | Discriminative training of naive Bayes classifiers for natural language call routing. | Hui Jiang, Pengfei Liu, Imed Zitouni |
| 2004 | Interspeech | On a n-gram model approach for packet loss concealment. | Minkyu Lee, Imed Zitouni, Qiru Zhou |
| 2004 | Interspeech | Constrained minimization technique for topic identification using discriminative training and support vector machines. | Imed Zitouni, Minkyu Lee, Hui Jiang |
| 2004 | LREC | OrienTel - Telephony Databases Across Northern Africa and the Middle East. | Dorota J. Iskra, Rainer Siemund, Jamal Borno, Asuncin Moreno, Ossama Emam, Khalid Choukri, Oren Gedge, Herbert S. Tropf, Albino Nogueiras, Imed Zitouni, Anastasios Tsopanoglou, Nikos Fakotakis |
| 2003 | ICASSP | Minimum verification error training for topic verification. | Hong-Kwang Jeff Kuo, Chin-Hui Lee, Imed Zitouni, Eric Fosler-Lussier |
| 2003 | Interspeech | Hierarchical class n-gram language models: towards better estimation of unseen events in speech recognition. | Imed Zitouni, Olivier Siohan, Chin-Hui Lee |
| 2002 | ICASSP | Adaptive language models for spoken dialogue systems. | Roger Argiles Solsona, Eric Fosler-Lussier, Hong-Kwang Jeff Kuo, Alexandros Potamianos, Imed Zitouni |
| 2002 | ICASSP | Combination of boosting and discriminative training for natural language call steering systems. | Imed Zitouni, Hong-Kwang Jeff Kuo, Chin-Hui Lee |
| 2002 | Interspeech | Discriminative training for call classification and routing. | Hong-Kwang Jeff Kuo, Chin-Hui Lee, Imed Zitouni, Eric Fosler-Lussier, Egbert Ammicht |
| 2002 | Interspeech | Orientel: speech-based interactive communication applications for the mediterranean and the middle east. | Imed Zitouni, Joseph P. Olive, Dorota J. Iskra, Khalid Choukri, Ossama Emam, Oren Gedge, Emmanuel Maragoudakis, Herbert S. Tropf, Asuncin Moreno, Albino Nogueiras Rodrguez, Barbara Heuft, Rainer Siemund |
| 2002 | Interspeech | Backoff hierarchical class n-gram language modelling for automatic speech recognition systems. | Imed Zitouni, Olivier Siohan, Hong-Kwang Jeff Kuo, Chin-Hui Lee |
| 2002 | LREC | OrienTel - Multilingual access to interactive communication services for the Mediterranean and the Middle East. | Rainer Siemund, Barbara Heuft, Khalid Choukri, Ossama Emam, Emmanuel Maragoudakis, Herbert S. Tropf, Oren Gedge, Sherrie Shammass, Asuncin Moreno, Albino Nogueiras Rodrguez, Imed Zitouni, Dorota J. Iskra |
| 2001 | Interspeech | Statistical language model based on a hierarchical approach: MCnv. | Imed Zitouni, Kamel Smali, Jean Paul Haton |
| 2001 | SPIRE | A Comparative Study of Topic Identification on Newspaper and E-mail. | Brigitte Bigi, Armelle Brun, Jean Paul Haton, Kamel Smali, Imed Zitouni |
| 2000 | Interspeech | Beyond the conventional statistical language models: the variable-length sequences approach. | Imed Zitouni, Kamel Smali, Jean Paul Haton |
| 1999 | Interspeech | Automatic and manual clustering for large vocabulary speech recognition: a comparative study. | Kamel Smali, Armelle Brun, Imed Zitouni, Jean Paul Haton |
| 1999 | Interspeech | Variable-length sequence language model for large vocabulary continuous dictation machine. | Imed Zitouni, Jean-Franois Mari, Kamel Smali, Jean Paul Haton |
| 1998 | Interspeech | A language modeling based on a hierarchical approach: m_n^v. | Imed Zitouni |
| 1998 | Interspeech | A comparative study between polyclass and multiclass language models. | Imed Zitouni, Kamel Smali, Jean Paul Haton, Sabine Deligne, Frdric Bimbot |
| 1998 | LREC | A first evaluation campaign for language models. | Michle Jardino, Frdric Bimbot, Stphane Igounet, Kamel Smali, Imed Zitouni, Marc El-Bze |
| 1997 | Interspeech | An hybrid language model for a continuous dictation prototype. | Kamel Smali, Imed Zitouni, Franois Charpillet, Jean Paul Haton |