ANERsys: An Arabic Named Entity Recognition System Based on Maximum Entropy. - Yassine Benajiba; Paolo Rosso; José-Miguel Benedí (CICLing, 2007)

Adapting the JIRS Passage Retrieval System to the Arabic Language. - Yassine Benajiba; Paolo Rosso; José Manuel Gómez Soriano (CICLing, 2007)

Web-Based Anaphora Resolution for the QUASAR Question Answering System. - Davide Buscaldi; Yassine Benajiba; Paolo Rosso; Emilio Sanchis (CLEF, 2007)

The UPV at QA@CLEF 2007. - Davide Buscaldi; Yassine Benajiba; Paolo Rosso; Emilio Sanchis (CLEF (Working Notes), 2007)

ANERsys 2.0: Conquering the NER Task for the Arabic Language by Combining the Maximum Entropy with POS-tag Information. - Yassine Benajiba; Paolo Rosso (IICAI, 2007)

Arabic Named Entity Recognition using Optimized Feature Sets. - Yassine Benajiba; Mona T. Diab; Paolo Rosso (EMNLP, 2008)

Using Language Independent and Language Specific Features to Enhance Arabic Named Entity Recognition. - Yassine Benajiba; Mona T. Diab; Paolo Rosso (Int. Arab J. Inf. Technol., 2009)

Morphology-Based Segmentation Combination for Arabic Mention Detection. - Yassine Benajiba; Imed Zitouni (ACM Trans. Asian Lang. Inf. Process., 2009)

Arabic Named Entity Recognition: A Feature-Driven Study. - Yassine Benajiba; Mona T. Diab; Paolo Rosso (IEEE Trans. Speech Audio Process., 2009)

Arabic Named Entity Recognition: Using Features Extracted from Noisy Data. - Yassine Benajiba; Imed Zitouni; Mona T. Diab; Paolo Rosso (ACL (2), 2010)

Enhancing Mention Detection Using Projection via Aligned Corpora. - Yassine Benajiba; Imed Zitouni (EMNLP, 2010)

Arabic Word Segmentation for Better Unit of Analysis. - Yassine Benajiba; Imed Zitouni (LREC, 2010)

Arabic Mention Detection: Toward Better Unit of Analysis. - Yassine Benajiba; Imed Zitouni (HLT-NAACL, 2010)

Arabic Named Entity Recognition. - Yassine Benajiba (Proces. del Leng. Natural, 2010)

POS Tagging in Amazighe Using Support Vector Machines and Conditional Random Fields. - Mohamed Outahajala; Yassine Benajiba; Paolo Rosso; Lahbib Zenkouar (NLDB, 2011)

Grading the Quality of Medical Evidence. - Binod Gyawali; Thamar Solorio; Yassine Benajiba (BioNLP@HLT-NAACL, 2012)

Overview of QA4MRE at CLEF 2012: Question Answering for Machine Reading Evaluation. - Anselmo Peñas; Eduard H. Hovy; Pamela Forner; Álvaro Rodrigo; Richard F. E. Sutcliffe; Caroline Sporleder; Corina Forascu; Yassine Benajiba; Petya Osenova (CLEF (Online Working Notes/Labs/Workshop), 2012)

The development of a fine grained class set for Amazigh POS tagging. - Mohamed Outahajala; Lahbib Zenkouar; Yassine Benajiba; Paolo Rosso (AICCSA, 2013)

Overview of QA4MRE Main Task at CLEF 2013. - Richard F. E. Sutcliffe; Anselmo Peñas; Eduard H. Hovy; Pamela Forner; Álvaro Rodrigo; Corina Forascu; Yassine Benajiba; Petya Osenova (CLEF (Working Notes), 2013)

Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection. - Imed Zitouni; Yassine Benajiba (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Question Answering. - Yassine Benajiba; Paolo Rosso; Lahsen Abouenour; Omar Trigui; Karim Bouzoubaa; Lamia Hadrich Belguith (NLP of Semitic Languages, 2014)

GWU English TAC-KBP EL Diagnostic Task with Name Mention. - Ayah Zirikly; Mona T. Diab; Yassine Benajiba (TAC, 2015)

Using confidence and informativeness criteria to improve POS-tagging in amazigh. - Mohamed Outahajala; Yassine Benajiba; Paolo Rosso; Lahbib Zenkouar (J. Intell. Fuzzy Syst., 2015)

Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity. - Vivek V. Datla; Sadid A. Hasan; Joey Liu; Yassine Benajiba; Kathy Lee; Ashequl Qadir; Aaditya Prakash; Oladimeji Farri (TREC, 2016)

The Sentimental Value of Chinese Sub-Character Components. - Yassine Benajiba; Or Biran; Zhiliang Weng; Yong Zhang; Jin Sun (SIGHAN@IJCNLP, 2017)

Subword-based Deep Averaging Networks for Author Profiling in Social Media. - Marc Franco-Salvador; Nataliia Plotnikova; Neha Pawar; Yassine Benajiba (CLEF (Working Notes), 2017)

MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction. - Yassine Benajiba; Jin Sun; Yong Zhang; Zhiliang Weng; Or Biran (IJCNLP (Shared Tasks), 2017)

Siamese Networks for Semantic Pattern Similarity. - Yassine Benajiba; Jin Sun; Yong Zhang; Longquan Jiang 002; Zhiliang Weng; Or Biran (ICSC, 2019)

End-to-End Product Taxonomy Extension from Text Reviews. - Longquan Jiang 002; Or Biran; Mrigank Tiwari; Zhiliang Weng; Yassine Benajiba (ICSC, 2019)

SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations. - Angelo Basile; Marc Franco-Salvador; Neha Pawar; Sanja Stajner; Mara Chinea-Rios; Yassine Benajiba (SemEval@NAACL-HLT, 2019)

Aspect On: an Interactive Solution for Post-Editing the Aspect Extraction based on Online Learning. - Mara Chinea-Rios; Marc Franco-Salvador; Yassine Benajiba (LREC, 2020)

ODIST: Open World Classification via Distributionally Shifted Instances. - Lei Shu 004; Yassine Benajiba; Saab Mansour; Yi Zhang (EMNLP (Findings), 2021)

Characterizing and Measuring Linguistic Dataset Drift. - Tyler A. Chang; Kishaloy Halder; Neha Anna John; Yogarshi Vyas; Yassine Benajiba; Miguel Ballesteros; Dan Roth 001 (ACL (1), 2023)

Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views. - Katerina Margatina; Shuai Wang; Yogarshi Vyas; Neha Anna John; Yassine Benajiba; Miguel Ballesteros (EACL, 2023)

Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization. - Ming Shen; Jie Ma 005; Shuai Wang; Yogarshi Vyas; Kalpit Dixit; Miguel Ballesteros; Yassine Benajiba (EACL (Findings), 2023)

Taxonomy Expansion for Named Entity Recognition. - Karthikeyan K; Yogarshi Vyas; Jie Ma 005; Giovanni Paolini; Neha Anna John; Shuai Wang; Yassine Benajiba; Vittorio Castelli; Dan Roth 001; Miguel Ballesteros (EMNLP, 2023)

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis. - Siddharth Varia; Shuai Wang; Kishaloy Halder; Robert Vacareanu; Miguel Ballesteros; Yassine Benajiba; Neha Anna John; Rishita Anubhai; Smaranda Muresan; Dan Roth 001 (WASSA@ACL, 2023)

Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11. - James Gung; Raphael Shu; Emily Moeng; Wesley Rose; Salvatore Romeo; Yassine Benajiba; Arshit Gupta; Saab Mansour; Yi Zhang (CoRR, 2023)

NewsQs: Multi-Source Question Generation for the Inquiring Mind. - Alyssa Hwang; Kalpit Dixit; Miguel Ballesteros; Yassine Benajiba; Vittorio Castelli; Markus Dreyer; Mohit Bansal; Kathleen R. McKeown (CoRR, 2024)

From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification. - Fei Wang 060; Chao Shang; Sarthak Jain; Shuai Wang; Qiang Ning; Bonan Min; Vittorio Castelli; Yassine Benajiba; Dan Roth 001 (CoRR, 2024)

General Purpose Verification for Chain of Thought Prompting. - Robert Vacareanu; Anurag Pratik; Evangelia Spiliopoulou; Zheng Qi; Giovanni Paolini; Neha Anna John; Jie Ma 005; Yassine Benajiba; Miguel Ballesteros (CoRR, 2024)

Active Evaluation Acquisition for Efficient LLM Benchmarking. - Yang Li; Jie Ma 005; Miguel Ballesteros; Yassine Benajiba; Graham Horwood (CoRR, 2024)

Inference time LLM alignment in single and multidomain preference spectrum. - Sadat Shahriar; Zheng Qi; Nikolaos Pappas 004; Srikanth Doss; Monica Sunkara; Kishaloy Halder; Manuel Mager; Yassine Benajiba (CoRR, 2024)

DiverseAgentEntropy: Quantifying Black-Box LLM Uncertainty through Diverse Perspectives and Multi-Agent Interaction. - Yu Feng 013; Phu Mon Htut; Zheng Qi; Wei Xiao; Manuel Mager; Nikolaos Pappas 004; Kishaloy Halder; Yang Li 150; Yassine Benajiba; Dan Roth 001 (CoRR, 2024)

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues. - Yubin Ge; Salvatore Romeo; Jason Cai; Raphael Shu; Yassine Benajiba; Monica Sunkara; Yi Zhang (ACL (Findings), 2025)

Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models. - Qin Liu 010; Chao Shang; Ling Liu; Nikolaos Pappas 004; Jie Ma 005; Neha Anna John; Srikanth Doss; Lluís Màrquez; Miguel Ballesteros; Yassine Benajiba (ACL (Findings), 2025)

Towards Long Context Hallucination Detection. - Siyi Liu; Kishaloy Halder; Zheng Qi; Wei Xiao; Nikolaos Pappas 004; Phu Mon Htut; Neha Anna John; Yassine Benajiba; Dan Roth 001 (NAACL (Findings), 2025)

Open Domain Question Answering with Conflicting Contexts. - Siyi Liu; Qiang Ning; Kishaloy Halder; Zheng Qi; Wei Xiao; Phu Mon Htut; Yi Zhang 001; Neha Anna John; Bonan Min; Yassine Benajiba; Dan Roth 001 (NAACL (Findings), 2025)

Aligning to Constraints for Data-Efficient Language Model Customization. - Fei Wang 060; Chao Shang; Shuai Wang; Sarthak Jain; Qiang Ning; Bonan Min; Vittorio Castelli; Yassine Benajiba; Dan Roth 001 (NAACL (Findings), 2025)

Self-supervised Analogical Learning using Language Models. - Ben Zhou; Sarthak Jain; Yi Zhang 001; Qiang Ning; Shuai Wang; Yassine Benajiba; Dan Roth 001 (CoRR, 2025)

A Study on Leveraging Search and Self-Feedback for Agent Reasoning. - Karthikeyan K; Michelle Yuan; Elman Mansimov; Katerina Margatina; Anurag Pratik; Daniele Bonadiman; Monica Sunkara; Yi Zhang 001; Yassine Benajiba (CoRR, 2025)

MemInsight: Autonomous Memory Augmentation for LLM Agents. - Rana Salama; Jason Cai; Michelle Yuan; Anna Currey; Monica Sunkara; Yi Zhang; Yassine Benajiba (CoRR, 2025)

Open Agent Specification (Agent Spec) Technical Report. - Yassine Benajiba; Cesare Bernardis; Vladislav Blinov; Paul Cayet; Hassan Chafi; Abderrahim Fathan; Louis Faucon; Damien Hilloulin; Sungpack Hong; Ingo Kossyk; Rhicheek Patra; Sujith Ravi; et al. (CoRR, 2025)

Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs. - Jyotika Singh; Weiyi Sun; Amit Agarwal; Viji Krishnamurthy; Yassine Benajiba; Sujith Ravi; Dan Roth 001 (CoRR, 2025)