Recent publications

Publications

Towards Automating Domain-Specific Data Generation for Text-to-SQL: A Comprehensive Approach

Chafik, Salmane, Ezzini, Saad, Berrada, Ismail

Towards Automating Domain-Specific Data Generation for Text-to-SQL: A Comprehensive Approach

Salmane Chafik, Saad Ezzini, Ismail Berrada

The IoT Whisperer: a Framework for Intelligent IoT Service Composition through LLMs

Warburton, Ewan, Elhabbash, Abdessalam, Ezzini, Saad, Elkhatib, Yehia

The IoT Whisperer: a Framework for Intelligent IoT Service Composition through LLMs

Ewan Warburton, Abdessalam Elhabbash, Saad Ezzini, Yehia Elkhatib

The 31st International Conference on Computational Linguistics

El-Haj, Mo, Haddad, Amal, Amol, Cynthia, Ahmadi, Sina, Paterson III, Hugh, Ezeani, Ignatius, Ezzini, Saad, Rayson, Paul

The 31st International Conference on Computational Linguistics

Mo El-Haj, Amal Haddad, Cynthia Amol, Sina Ahmadi, Hugh Paterson III, Ignatius Ezeani, Saad Ezzini, Paul Rayson

SynFix: Dependency-aware program repair via RelationGraph analysis

Tang, Xunzhu, Gao, Jiechao, Xu, Jin, Sun, Tiezhu, Song, Yewei, Ezzini, Saad, Ou\'edraogo, Wendk\^uuni C, Klein, Jacques, Bissyand\'e, Tegawend\'e F

SynFix: Dependency-aware program repair via RelationGraph analysis

Xunzhu Tang, Jiechao Gao, Jin Xu, Tiezhu Sun, Yewei Song, Saad Ezzini, Wendkûuni C Ouédraogo, Jacques Klein, Tegawendé F Bissyandé

Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4)

Ezzini, Saad, Alami, Hamza, Berrada, Ismail, Benlahbib, Abdessamad, El Mahdaouy, Abdelkader, Lamsiyah, Salima, Derrouz, Hatim, Haddad, Amal Haddad, Jarrar, Mustafa, El-Haj, Mo, Others

Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4)

Saad Ezzini, Hamza Alami, Ismail Berrada, Abdessamad Benlahbib, Abdelkader El Mahdaouy, Salima Lamsiyah, Hatim Derrouz, Amal Haddad Haddad, Mustafa Jarrar, Mo El-Haj, Others

Proceedings of the 31st International Conference on Computational Linguistics

Rambow, Owen, Wanner, Leo, Apidianaki, Marianna, Al-Khalifa, Hend, Di Eugenio, Barbara, Schockaert, Steven

Proceedings of the 31st International Conference on Computational Linguistics

Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa, Barbara Di Eugenio, Steven Schockaert

Proceedings of the 1st Workshop on NLP for Languages Using Arabic Script

El-Haj, Mo

Proceedings of the 1st Workshop on NLP for Languages Using Arabic Script

Mo El-Haj

Just-in-Time Detection of Silent Security Patches

Tang, Xunzhu, Kim, Kisub, Ezzini, Saad, Song, Yewei, Tian, Haoye, Klein, Jacques, Bissyande, Tegawende

Just-in-Time Detection of Silent Security Patches

Xunzhu Tang, Kisub Kim, Saad Ezzini, Yewei Song, Haoye Tian, Jacques Klein, Tegawende Bissyande

Is LLM the Silver Bullet to Low-Resource Languages Machine Translation?

Song, Yewei, Li, Lujun, Lothritz, Cedric, Ezzini, Saad, Sleem, Lama, Gentile, Niccolo, State, Radu, Bissyand\'e, Tegawend\'e F, Klein, Jacques

Is LLM the Silver Bullet to Low-Resource Languages Machine Translation?

Yewei Song, Lujun Li, Cedric Lothritz, Saad Ezzini, Lama Sleem, Niccolo Gentile, Radu State, Tegawendé F Bissyandé, Jacques Klein

Enhancing security in text-to-SQL systems: A novel dataset and agent-based framework

Chafik, Salmane, Ezzini, Saad, Berrada, Ismail

Enhancing security in text-to-SQL systems: A novel dataset and agent-based framework

Salmane Chafik, Saad Ezzini, Ismail Berrada

Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija

Chafik, Salmane, Ezzini, Saad, Berrada, Ismail

Dialect2SQL: A Novel Text-to-SQL Dataset for Arabic Dialects with a Focus on Moroccan Darija

Salmane Chafik, Saad Ezzini, Ismail Berrada

CallNavi: A Study and Challenge on Function Calling Routing and Invocation in Large Language Models

Song, Yewei, Lothritz, Cedric, Tang, Xunzhu, Ezzini, Saad, Klein, Jacques, Bissyand\'e, Tegawend\'e F, Boytsov, Andrey, Ble, Ulrick, Goujon, Anne

CallNavi: A Study and Challenge on Function Calling Routing and Invocation in Large Language Models

Yewei Song, Cedric Lothritz, Xunzhu Tang, Saad Ezzini, Jacques Klein, Tegawendé F Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon

AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP

Hasanaath, Ahmed, Alansari, Aisha, Ashraf, Ahmed, Salmane, Chafik, Luqman, Hamzah, Ezzini, Saad

AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP

Ahmed Hasanaath, Aisha Alansari, Ahmed Ashraf, Chafik Salmane, Hamzah Luqman, Saad Ezzini

The Multilingual Corpus of World’s Constitutions (MCWC)

El-Haj, Mo, Ezzini, Saad

The Multilingual Corpus of World’s Constitutions (MCWC)

Mo El-Haj, Saad Ezzini

Proceedings of the First International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security

Mitkov, Ruslan, Ezzini, Saad, Ranasinghe, Tharindu, Ezeani, Ignatius, Khallaf, Nouran, Acart\"urk, Cengiz, Bradbury, Matthew, El-Haj, Mo, Rayson, Paul

Proceedings of the First International Conference on Natural Language Processing and Artificial Intelligence for Cyber Security

Ruslan Mitkov, Saad Ezzini, Tharindu Ranasinghe, Ignatius Ezeani, Nouran Khallaf, Cengiz Acartürk, Matthew Bradbury, Mo El-Haj, Paul Rayson

NLPAICS’2024

Mitkov, Ruslan, Ezzini, Saad, Acarturk, Cengiz, Ranasinghe, Tharindu, Rayson, Paul, El-Haj, Mo, Ezeani, Ignatius, Bradbury, Matthew, Khallaf, Nouran

NLPAICS’2024

Ruslan Mitkov, Saad Ezzini, Cengiz Acarturk, Tharindu Ranasinghe, Paul Rayson, Mo El-Haj, Ignatius Ezeani, Matthew Bradbury, Nouran Khallaf

Learning to represent patches

Tang, Xunzhu, Tian, Haoye, Chen, Zhenghan, Pian, Weiguo, Ezzini, Saad, Kabor\'e, Abdoul Kader, Habib, Andrew, Klein, Jacques, Bissyand\'e, Tegawend\'e F

Learning to represent patches

Xunzhu Tang, Haoye Tian, Zhenghan Chen, Weiguo Pian, Saad Ezzini, Abdoul Kader Kaboré, Andrew Habib, Jacques Klein, Tegawendé F Bissyandé

Enhancing Text-to-SQL Translation for Financial System Design

Song, Yewei, Ezzini, Saad, Tang, Xunzhu, Lothritz, Cedric, Klein, Jacques, Bissyand\'e, Tegawend\'e, Boytsov, Andrey, Ble, Ulrick, Goujon, Anne

Enhancing Text-to-SQL Translation for Financial System Design

Yewei Song, Saad Ezzini, Xunzhu Tang, Cedric Lothritz, Jacques Klein, Tegawendé Bissyandé, Andrey Boytsov, Ulrick Ble, Anne Goujon

Dreamfactory: Pioneering multi-scene long video generation with a multi-agent framework

Xie, Zhifei, Tang, Daniel, Tan, Dingwei, Klein, Jacques, Bissyand, Tegawend F, Ezzini, Saad

Dreamfactory: Pioneering multi-scene long video generation with a multi-agent framework

Zhifei Xie, Daniel Tang, Dingwei Tan, Jacques Klein, Tegawend F Bissyand, Saad Ezzini

DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers

Skiredj, Abderrahman, Azhari, Ferdaous, Berrada, Ismail, Ezzini, Saad

DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers

Abderrahman Skiredj, Ferdaous Azhari, Ismail Berrada, Saad Ezzini

Codeagent: Autonomous communicative agents for code review

Tang, Xunzhu, Kim, Kisub, Song, Yewei, Lothritz, Cedric, Li, Bei, Ezzini, Saad, Tian, Haoye, Klein, Jacques, Bissyand\'e, Tegawend\'e F

Codeagent: Autonomous communicative agents for code review

Xunzhu Tang, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li, Saad Ezzini, Haoye Tian, Jacques Klein, Tegawendé F Bissyandé

AraFinNlp 2024: The first arabic financial nlp shared task

Malaysha, Sanad, El-Haj, Mo, Ezzini, Saad, Khalilia, Mohammed, Jarrar, Mustafa, Almujaiwel, Sultan, Berrada, Ismail, Bouamor, Houda

AraFinNlp 2024: The first arabic financial nlp shared task

Sanad Malaysha, Mo El-Haj, Saad Ezzini, Mohammed Khalilia, Mustafa Jarrar, Sultan Almujaiwel, Ismail Berrada, Houda Bouamor

App review driven collaborative bug finding

Tang, Xunzhu, Tian, Haoye, Kong, Pingfan, Ezzini, Saad, Liu, Kui, Xia, Xin, Klein, Jacques, Bissyand\'e, Tegawend\'e F

App review driven collaborative bug finding

Xunzhu Tang, Haoye Tian, Pingfan Kong, Saad Ezzini, Kui Liu, Xin Xia, Jacques Klein, Tegawendé F Bissyandé

Multilevel semantic embedding of software patches: a fine-to-coarse grained approach towards security patch detection

Tang, Xunzhu, Ezzini, Saad, Tian, Haoye, Song, Yewei, Klein, Jacques, Bissyande, Tegawende F, Others

Multilevel semantic embedding of software patches: a fine-to-coarse grained approach towards security patch detection

Xunzhu Tang, Saad Ezzini, Haoye Tian, Yewei Song, Jacques Klein, Tegawende F Bissyande, Others

Letz translate: Low-resource machine translation for luxembourgish

Song, Yewei, Ezzini, Saad, Klein, Jacques, Bissyande, Tegawende, Lefebvre, Cl\'ement, Goujon, Anne

Letz translate: Low-resource machine translation for luxembourgish

Yewei Song, Saad Ezzini, Jacques Klein, Tegawende Bissyande, Clément Lefebvre, Anne Goujon

Just-in-Time Security Patch Detection--LLM At the Rescue for Data Augmentation

Tang, Xunzhu, Chen, Zhenghan, Kim, Kisub, Tian, Haoye, Ezzini, Saad, Klein, Jacques

Just-in-Time Security Patch Detection--LLM At the Rescue for Data Augmentation

Xunzhu Tang, Zhenghan Chen, Kisub Kim, Haoye Tian, Saad Ezzini, Jacques Klein

Hyperbolic code retrieval: a novel approach for efficient code search using hyperbolic space embeddings

Tang, Xunzhu, Ezzini, Saad, Tian, Haoye, Song, Yewei, Klein, Jacques, Bissyande, Tegawende F, Others

Hyperbolic code retrieval: a novel approach for efficient code search using hyperbolic space embeddings

Xunzhu Tang, Saad Ezzini, Haoye Tian, Yewei Song, Jacques Klein, Tegawende F Bissyande, Others

Evaluating the Impact of Anonymisation on Downstream NLP Tasks

Lothritz, Cedric, Lebichot, Bertrand, Allix, Kevin, Ezzini, Saad, Bissyand\'e, Tegawend\'e F, Klein, Jacques, Boytsov, Andrey, Lefebvre, Cl\'ement, Goujon, Anne

Evaluating the Impact of Anonymisation on Downstream NLP Tasks

Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Saad Ezzini, Tegawendé F Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon

Comparing Pre-Training Schemes for Luxembourgish BERT Models

Lothritz, Cedric, Ezzini, Saad, Purschke, Christoph, Bissyand\'e, Tegawend\'e, Klein, Jacques, Olariu, Isabella, Boytsov, Andrey, Lefebvre, Clement, Goujon, Anne

Comparing Pre-Training Schemes for Luxembourgish BERT Models

Cedric Lothritz, Saad Ezzini, Christoph Purschke, Tegawendé Bissyandé, Jacques Klein, Isabella Olariu, Andrey Boytsov, Clement Lefebvre, Anne Goujon

AI-based Question Answering Assistance for Analyzing Natural-language Requirements

Ezzini, Saad, Abualhaija, Sallam, Arora, Chetan, Sabetzadeh, Mehrdad

AI-based Question Answering Assistance for Analyzing Natural-language Requirements

Saad Ezzini, Sallam Abualhaija, Chetan Arora, Mehrdad Sabetzadeh

Wikidominer: Wikipedia domain-specific miner

Ezzini, Saad, Abualhaija, Sallam, Sabetzadeh, Mehrdad

Wikidominer: Wikipedia domain-specific miner

Saad Ezzini, Sallam Abualhaija, Mehrdad Sabetzadeh

TAPHSIR: towards AnaPHoric ambiguity detection and ReSolution in requirements

Ezzini, Saad, Abualhaija, Sallam, Arora, Chetan, Sabetzadeh, Mehrdad

TAPHSIR: towards AnaPHoric ambiguity detection and ReSolution in requirements

Saad Ezzini, Sallam Abualhaija, Chetan Arora, Mehrdad Sabetzadeh

Automated handling of anaphoric ambiguity in requirements: a multi-solution study

Ezzini, Saad, Abualhaija, Sallam, Arora, Chetan, Sabetzadeh, Mehrdad

Automated handling of anaphoric ambiguity in requirements: a multi-solution study

Saad Ezzini, Sallam Abualhaija, Chetan Arora, Mehrdad Sabetzadeh

Artificial Intelligence-enabled Automation For Ambiguity Handling And Question Answering In Natural-language Requirements

Ezzini, Saad

Artificial Intelligence-enabled Automation For Ambiguity Handling And Question Answering In Natural-language Requirements

Saad Ezzini

Using Domain-Specific Corpora For Improved Handling Of Ambiguity In Requirements

Ezzini, Saad, Abualhaija, Sallam, Arora, Chetan, Sabetzadeh, Mehrdad, Briand, Lionel C

Using Domain-Specific Corpora For Improved Handling Of Ambiguity In Requirements

Saad Ezzini, Sallam Abualhaija, Chetan Arora, Mehrdad Sabetzadeh, Lionel C Briand

Maana: An automated tool for domain-specific handling of ambiguity

Ezzini, Saad, Abualhaija, Sallam, Arora, Chetan, Sabetzadeh, Mehrdad, Briand, Lionel

Maana: An automated tool for domain-specific handling of ambiguity

Saad Ezzini, Sallam Abualhaija, Chetan Arora, Mehrdad Sabetzadeh, Lionel Briand

Energy Efficient Adaptive GPS Sampling Using Accelerometer Data

Ezzini, Saad, Berrada, Ismail

Energy Efficient Adaptive GPS Sampling Using Accelerometer Data

Saad Ezzini, Ismail Berrada

Who is behind the wheel? Driver identification and fingerprinting

Ezzini, Saad, Berrada, Ismail, Ghogho, Mounir

Who is behind the wheel? Driver identification and fingerprinting

Saad Ezzini, Ismail Berrada, Mounir Ghogho