Imed Zitouni

According to our database1, Imed Zitouni authored at least 91 papers between 1997 and 2023.

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Bibliography

2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Exploring Dual Encoder Architectures for Question Answering.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2020
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., 2020

Wasf-Vec: Topology-based Word Embedding for Modern Standard Arabic and Iraqi Dialect Ontology.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

2019
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence.
AI Mag., 2019

Automatic Task Completion Flows from Web APIs.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018
Identifying Task Boundaries in Digital Assistants.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Conversational Semantic Search: Looking Beyond Web Search, Q&A and Dialog Systems.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Bag of Experts Architectures for Model Reuse in Conversational Language Understanding.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Enhancement of the word2vec Class-Based Language Modeling by Optimizing the Features Vector Using PCA.
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018

Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Measuring User Satisfaction on Smart Speaker Intelligent Assistants Using Intent Sensitive Query Embeddings.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Identifying User Sessions in Interactions with Intelligent Digital Assistants.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

User Interaction Sequences for Search Satisfaction Prediction.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Off-policy evaluation for slate recommendation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Hyperarticulation detection in repetitive voice queries using pairwise comparison for improved speech recognition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Does That Mean You're Happy?: RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Deep Sequential Models for Task Satisfaction Prediction.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Detecting Good Abandonment in Mobile Search.
Proceedings of the 25th International Conference on World Wide Web, 2016

Quality Management in Crowdsourcing using Gold Judges Behavior.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Is This Your Final Answer?: Evaluating the Effect of Answers on Good Abandonment in Mobile Search.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Predicting User Satisfaction with Intelligent Assistants.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Learning to Account for Good Abandonment in Search Success Metrics.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Understanding User Satisfaction with Intelligent Assistants.
Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval, 2016

2015
Automatic Online Evaluation of Intelligent Assistants.
Proceedings of the 24th International Conference on World Wide Web, 2015

Toward Predicting the Outcome of an A/B Experiment for Search Relevance.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

2014
Relation Extraction.
Proceedings of the Natural Language Processing of Semitic Languages, 2014

Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Transliteration normalization for Information Extraction and Machine Translation.
J. King Saud Univ. Comput. Inf. Sci., 2014

Contextual and dimensional relevance judgments for reusable SERP-level evaluation.
Proceedings of the 23rd International World Wide Web Conference, 2014

Modeling dwell time to predict click-level satisfaction.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Comparing client and server dwell time estimates for click-level satisfaction prediction.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Machine-Assisted Search Preference Evaluation.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Relevance dimensions in preference-based IR evaluation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2011
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, 2011

2010
Using Bagging and Boosting Techniques for Improving Coreference Resolution.
Informatica (Slovenia), 2010

Arabic Mention Detection: Toward Better Unit of Analysis.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Arabic Word Segmentation for Better Unit of Analysis.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Augmented context features for Arabic speech recognition.
Proceedings of the INTERSPEECH 2010, 2010

Morphological and syntactic features for Arabic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

Improving Mention Detection Robustness to Noisy Input.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Enhancing Mention Detection Using Projection via Aligned Corpora.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Arabic Named Entity Recognition: Using Features Extracted from Noisy Data.
Proceedings of the ACL 2010, 2010

2009
A Cascaded Approach to Mention Detection and Chaining in Arabic.
IEEE Trans. Speech Audio Process., 2009

Cross-Language Information Propagation for Arabic Mention Detection.
ACM Trans. Asian Lang. Inf. Process., 2009

Morphology-Based Segmentation Combination for Arabic Mention Detection.
ACM Trans. Asian Lang. Inf. Process., 2009

Arabic diacritic restoration approach based on maximum entropy models.
Comput. Speech Lang., 2009

Classifier Combination Techniques Applied to Coreference Resolution.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Syntactic features for Arabic speech recognition.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Constrained Minimization and Discriminative Training for Natural Language Call Routing.
IEEE Trans. Speech Audio Process., 2008

Rich morphology based n-gram language models for Arabic.
Proceedings of the INTERSPEECH 2008, 2008

Hierarchical linear discounting class N-gram language models: A multilevel class hierarchy approach.
Proceedings of the IEEE International Conference on Acoustics, 2008

Mention Detection Crossing the Language Barrier.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

When Harry Met Harri: Cross-lingual Name Spelling Normalization.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007
Backoff hierarchical class n-gram language models: effectiveness to model unseen events in speech recognition.
Comput. Speech Lang., 2007

2006
Maximum entropy modeling for diacritization of Arabic text.
Proceedings of the INTERSPEECH 2006, 2006

Maximum Entropy Based Restoration of Arabic Diacritics.
Proceedings of the ACL 2006, 2006

Factorizing Complex Models: A Case Study in Mention Detection.
Proceedings of the ACL 2006, 2006

2005
Multi-Lingual Coreference Resolution With Syntactic Features.
Proceedings of the HLT/EMNLP 2005, 2005

Discriminative training and support vector machine for natural language call routing.
Proceedings of the INTERSPEECH 2005, 2005

The Impact of Morphological Stemming on Arabic Mention Detection and Coreference Resolution.
Proceedings of the Workshop on Computational Approaches to Semitic Languages, 2005

2004
Media services in SIP networks.
Bell Labs Tech. J., 2004

OrienTel - Telephony Databases Across Northern Africa and the Middle East.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Constrained minimization technique for topic identification using discriminative training and support vector machines.
Proceedings of the INTERSPEECH 2004, 2004

On a n-gram model approach for packet loss concealment.
Proceedings of the INTERSPEECH 2004, 2004

Discriminative training of naive Bayes classifiers for natural language call routing.
Proceedings of the INTERSPEECH 2004, 2004

Prediction-based packet loss concealment for voice over IP: a statistical n-gram approach.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
Boosting and combination of classifiers for natural language call routing systems.
Speech Commun., 2003

Statistical language modeling based on variable-length sequences.
Comput. Speech Lang., 2003

Hierarchical class n-gram language models: towards better estimation of unseen events in speech recognition.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Minimum verification error training for topic verification.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
A hierarchical language model based on variable-length class sequences: the MC<sub>n</sub><sup>nu</sup> approach.
IEEE Trans. Speech Audio Process., 2002

OrienTel - Multilingual access to interactive communication services for the Mediterranean and the Middle East.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Backoff hierarchical class n-gram language modelling for automatic speech recognition systems.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Orientel: speech-based interactive communication applications for the mediterranean and the middle east.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Discriminative training for call classification and routing.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Combination of boosting and discriminative training for natural language call steering systems.
Proceedings of the IEEE International Conference on Acoustics, 2002

Adaptive language models for spoken dialogue systems.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
An alternative scheme for perplexity estimation and its assessment for the evaluation of language models.
Comput. Speech Lang., 2001

A Comparative Study of Topic Identification on Newspaper and E-mail.
Proceedings of the Eighth International Symposium on String Processing and Information Retrieval, 2001

Statistical language model based on a hierarchical approach: MCnv.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Modélisation du langage pour les systèmes de reconnaissance de la parole destinés aux grands vocabulaires : application à MAUD.
PhD thesis, 2000

Beyond the conventional statistical language models: the variable-length sequences approach.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999
Variable-length sequence language model for large vocabulary continuous dictation machine.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Automatic and manual clustering for large vocabulary speech recognition: a comparative study.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
A first evaluation campaign for language models.
Proceedings of the First International Conference on Language Resources and Evaluation, 1998

A comparative study between polyclass and multiclass language models.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

A language modeling based on a hierarchical approach: m_n^v.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997
An hybrid language model for a continuous dictation prototype.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997


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