Yassine Benajiba

70 papers A* 5A 1B 2C 4Journal 29Unranked 28
YearRankTypeTitle / Venue / Authors
2026 — conf
Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth.
EACL (Volume 1: Long Papers)
Michelle Yuan, Weiyi Sun, Amir Rezaeian, Jyotika Singh, Sandip Ghoshal, Yao-Ting Wang, Miguel Ballesteros, Yassine Benajiba
2026 J jnl
Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth.
CoRR
Michelle Yuan, Weiyi Sun, Amir Rezaeian, Jyotika Singh, Sandip Ghoshal, Yao-Ting Wang, Miguel Ballesteros, Yassine Benajiba
2025 J jnl
A Study on Leveraging Search and Self-Feedback for Agent Reasoning.
CoRR
Karthikeyan K, Michelle Yuan, Elman Mansimov, Katerina Margatina, Anurag Pratik, Daniele Bonadiman, Monica Sunkara, Yi Zhang, Yassine Benajiba
2025 A* conf
Active Evaluation Acquisition for Efficient LLM Benchmarking.
ICML
Yang Li, Jie Ma, Miguel Ballesteros, Yassine Benajiba, Graham Horwood
2025 — conf
Aligning to Constraints for Data-Efficient Language Model Customization.
NAACL (Findings)
Fei Wang, Chao Shang, Shuai Wang, Sarthak Jain, Qiang Ning, Bonan Min, Vittorio Castelli, Yassine Benajiba, Dan Roth
2025 — conf
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs.
EMNLP (Industry Track)
Jyotika Singh, Weiyi Sun, Amit Agarwal, Viji Krishnamurthy, Yassine Benajiba, Sujith Ravi, Dan Roth
2025 J jnl
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs.
CoRR
Jyotika Singh, Weiyi Sun, Amit Agarwal, Viji Krishnamurthy, Yassine Benajiba, Sujith Ravi, Dan Roth
2025 A* conf
MemInsight: Autonomous Memory Augmentation for LLM Agents.
EMNLP
Rana Salama, Jason Cai, Michelle Yuan, Anna Currey, Monica Sunkara, Yi Zhang, Yassine Benajiba
2025 J jnl
MemInsight: Autonomous Memory Augmentation for LLM Agents.
CoRR
Rana Salama, Jason Cai, Michelle Yuan, Anna Currey, Monica Sunkara, Yi Zhang, Yassine Benajiba
2025 J jnl
Open Agent Specification (Agent Spec) Technical Report.
CoRR
Yassine Benajiba, Cesare Bernardis, Vladislav Blinov, Paul Cayet, Hassan Chafi, Abderrahim Fathan, Louis Faucon, Damien Hilloulin, Sungpack Hong, Ingo Kossyk, Rhicheek Patra, Sujith Ravi, Jonas Schweizer, Jyotika Singh, Shailender Singh, Xuelin Situ, Weiyi Sun, Jerry Xu, Ying Xu
2025 — conf
Open Domain Question Answering with Conflicting Contexts.
NAACL (Findings)
Siyi Liu, Qiang Ning, Kishaloy Halder, Zheng Qi, Wei Xiao, Phu Mon Htut, Yi Zhang, Neha Anna John, Bonan Min, Yassine Benajiba, Dan Roth
2025 — conf
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty.
EMNLP (Findings)
Yu Feng, Phu Mon Htut, Zheng Qi, Wei Xiao, Manuel Mager, Nikolaos Pappas, Kishaloy Halder, Yang Li, Yassine Benajiba, Dan Roth
2025 J jnl
Self-supervised Analogical Learning using Language Models.
CoRR
Ben Zhou, Sarthak Jain, Yi Zhang, Qiang Ning, Shuai Wang, Yassine Benajiba, Dan Roth
2025 — conf
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues.
ACL (Findings)
Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Yassine Benajiba, Monica Sunkara, Yi Zhang
2025 J jnl
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues.
CoRR
Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Monica Sunkara, Yassine Benajiba, Yi Zhang
2025 — conf
Towards Long Context Hallucination Detection.
NAACL (Findings)
Siyi Liu, Kishaloy Halder, Zheng Qi, Wei Xiao, Nikolaos Pappas, Phu Mon Htut, Neha Anna John, Yassine Benajiba, Dan Roth
2025 J jnl
Towards Long Context Hallucination Detection.
CoRR
Siyi Liu, Kishaloy Halder, Zheng Qi, Wei Xiao, Nikolaos Pappas, Phu Mon Htut, Neha Anna John, Yassine Benajiba, Dan Roth
2025 — conf
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models.
ACL (Findings)
Qin Liu, Chao Shang, Ling Liu, Nikolaos Pappas, Jie Ma, Neha Anna John, Srikanth Doss, Lluís Màrquez, Miguel Ballesteros, Yassine Benajiba
2024 J jnl
Active Evaluation Acquisition for Efficient LLM Benchmarking.
CoRR
Yang Li, Jie Ma, Miguel Ballesteros, Yassine Benajiba, Graham Horwood
2024 J jnl
DiverseAgentEntropy: Quantifying Black-Box LLM Uncertainty through Diverse Perspectives and Multi-Agent Interaction.
CoRR
Yu Feng, Phu Mon Htut, Zheng Qi, Wei Xiao, Manuel Mager, Nikolaos Pappas, Kishaloy Halder, Yang Li, Yassine Benajiba, Dan Roth
2024 J jnl
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification.
CoRR
Fei Wang, Chao Shang, Sarthak Jain, Shuai Wang, Qiang Ning, Bonan Min, Vittorio Castelli, Yassine Benajiba, Dan Roth
2024 J jnl
General Purpose Verification for Chain of Thought Prompting.
CoRR
Robert Vacareanu, Anurag Pratik, Evangelia Spiliopoulou, Zheng Qi, Giovanni Paolini, Neha Anna John, Jie Ma, Yassine Benajiba, Miguel Ballesteros
2024 J jnl
Inference time LLM alignment in single and multidomain preference spectrum.
CoRR
Sadat Shahriar, Zheng Qi, Nikolaos Pappas, Srikanth Doss, Monica Sunkara, Kishaloy Halder, Manuel Mager, Yassine Benajiba
2024 J jnl
NewsQs: Multi-Source Question Generation for the Inquiring Mind.
CoRR
Alyssa Hwang, Kalpit Dixit, Miguel Ballesteros, Yassine Benajiba, Vittorio Castelli, Markus Dreyer, Mohit Bansal, Kathleen R. McKeown
2024 J jnl
Open Domain Question Answering with Conflicting Contexts.
CoRR
Siyi Liu, Qiang Ning, Kishaloy Halder, Wei Xiao, Zheng Qi, Phu Mon Htut, Yi Zhang, Neha Anna John, Bonan Min, Yassine Benajiba, Dan Roth
2024 J jnl
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models.
CoRR
Qin Liu, Chao Shang, Ling Liu, Nikolaos Pappas, Jie Ma, Neha Anna John, Srikanth Doss, Lluís Màrquez, Miguel Ballesteros, Yassine Benajiba
2023 — conf
Characterizing and Measuring Linguistic Dataset Drift.
ACL (1)
Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba, Miguel Ballesteros, Dan Roth
2023 J jnl
Characterizing and Measuring Linguistic Dataset Drift.
CoRR
Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba, Miguel Ballesteros, Dan Roth
2023 A conf
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views.
EACL
Katerina Margatina, Shuai Wang, Yogarshi Vyas, Neha Anna John, Yassine Benajiba, Miguel Ballesteros
2023 J jnl
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views.
CoRR
Katerina Margatina, Shuai Wang, Yogarshi Vyas, Neha Anna John, Yassine Benajiba, Miguel Ballesteros
2023 — conf
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis.
WASSA@ACL
Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth
2023 J jnl
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11.
CoRR
James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang
2023 — conf
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization.
EACL (Findings)
Ming Shen, Jie Ma, Shuai Wang, Yogarshi Vyas, Kalpit Dixit, Miguel Ballesteros, Yassine Benajiba
2023 J jnl
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization.
CoRR
Ming Shen, Jie Ma, Shuai Wang, Yogarshi Vyas, Kalpit Dixit, Miguel Ballesteros, Yassine Benajiba
2023 A* conf
Taxonomy Expansion for Named Entity Recognition.
EMNLP
Karthikeyan K, Yogarshi Vyas, Jie Ma, Giovanni Paolini, Neha Anna John, Shuai Wang, Yassine Benajiba, Vittorio Castelli, Dan Roth, Miguel Ballesteros
2023 J jnl
Taxonomy Expansion for Named Entity Recognition.
CoRR
Karthikeyan K, Yogarshi Vyas, Jie Ma, Giovanni Paolini, Neha Anna John, Shuai Wang, Yassine Benajiba, Vittorio Castelli, Dan Roth, Miguel Ballesteros
2022 J jnl
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis.
CoRR
Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth
2021 — conf
ODIST: Open World Classification via Distributionally Shifted Instances.
EMNLP (Findings)
Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang
2020 B conf
Aspect On: an Interactive Solution for Post-Editing the Aspect Extraction based on Online Learning.
LREC
Mara Chinea-Rios, Marc Franco-Salvador, Yassine Benajiba
2019 — conf
End-to-End Product Taxonomy Extension from Text Reviews.
ICSC
Longquan Jiang, Or Biran, Mrigank Tiwari, Zhiliang Weng, Yassine Benajiba
2019 — conf
Siamese Networks for Semantic Pattern Similarity.
ICSC
Yassine Benajiba, Jin Sun, Yong Zhang, Longquan Jiang, Zhiliang Weng, Or Biran
2019 — conf
SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations.
SemEval@NAACL-HLT
Angelo Basile, Marc Franco-Salvador, Neha Pawar, Sanja Stajner, Mara Chinea-Rios, Yassine Benajiba
2018 J jnl
Siamese Networks for Semantic Pattern Similarity.
CoRR
Yassine Benajiba, Jin Sun, Yong Zhang, Longquan Jiang, Zhiliang Weng, Or Biran
2017 — conf
MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction.
IJCNLP (Shared Tasks)
Yassine Benajiba, Jin Sun, Yong Zhang, Zhiliang Weng, Or Biran
2017 — conf
Subword-based Deep Averaging Networks for Author Profiling in Social Media.
CLEF (Working Notes)
Marc Franco-Salvador, Nataliia Plotnikova, Neha Pawar, Yassine Benajiba
2017 — conf
The Sentimental Value of Chinese Sub-Character Components.
SIGHAN@IJCNLP
Yassine Benajiba, Or Biran, Zhiliang Weng, Yong Zhang, Jin Sun
2016 — conf
Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity.
TREC
Vivek V. Datla, Sadid A. Hasan, Joey Liu, Yassine Benajiba, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri
2015 — conf
GWU English TAC-KBP EL Diagnostic Task with Name Mention.
TAC
Ayah Zirikly, Mona T. Diab, Yassine Benajiba
2015 J jnl
Using confidence and informativeness criteria to improve POS-tagging in amazigh.
J. Intell. Fuzzy Syst.
Mohamed Outahajala, Yassine Benajiba, Paolo Rosso, Lahbib Zenkouar
2014 J jnl
Aligned-Parallel-Corpora Based Semi-Supervised Learning for Arabic Mention Detection.
IEEE ACM Trans. Audio Speech Lang. Process.
Imed Zitouni, Yassine Benajiba
2014 — ch.
Question Answering.
NLP of Semitic Languages
Yassine Benajiba, Paolo Rosso, Lahsen Abouenour, Omar Trigui, Karim Bouzoubaa, Lamia Hadrich Belguith
2013 — conf
Overview of QA4MRE Main Task at CLEF 2013.
CLEF (Working Notes)
Richard F. E. Sutcliffe, Anselmo Peñas, Eduard H. Hovy, Pamela Forner, Álvaro Rodrigo, Corina Forascu, Yassine Benajiba, Petya Osenova
2013 C conf
The development of a fine grained class set for Amazigh POS tagging.
AICCSA
Mohamed Outahajala, Lahbib Zenkouar, Yassine Benajiba, Paolo Rosso
2012 — conf
Grading the Quality of Medical Evidence.
BioNLP@HLT-NAACL
Binod Gyawali, Thamar Solorio, Yassine Benajiba
2012 — conf
Overview of QA4MRE at CLEF 2012: Question Answering for Machine Reading Evaluation.
CLEF (Online Working Notes/Labs/Workshop)
Anselmo Peñas, Eduard H. Hovy, Pamela Forner, Álvaro Rodrigo, Richard F. E. Sutcliffe, Caroline Sporleder, Corina Forascu, Yassine Benajiba, Petya Osenova
2011 C conf
POS Tagging in Amazighe Using Support Vector Machines and Conditional Random Fields.
NLDB
Mohamed Outahajala, Yassine Benajiba, Paolo Rosso, Lahbib Zenkouar
2010 — conf
Arabic Mention Detection: Toward Better Unit of Analysis.
HLT-NAACL
Yassine Benajiba, Imed Zitouni
2010 J jnl
Arabic Named Entity Recognition.
Proces. del Leng. Natural
Yassine Benajiba
2010 — conf
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data.
ACL (2)
Yassine Benajiba, Imed Zitouni, Mona T. Diab, Paolo Rosso
2010 B conf
Arabic Word Segmentation for Better Unit of Analysis.
LREC
Yassine Benajiba, Imed Zitouni
2010 A* conf
Enhancing Mention Detection Using Projection via Aligned Corpora.
EMNLP
Yassine Benajiba, Imed Zitouni
2009 J jnl
Arabic Named Entity Recognition: A Feature-Driven Study.
IEEE Trans. Speech Audio Process.
Yassine Benajiba, Mona T. Diab, Paolo Rosso
2009 J jnl
Morphology-Based Segmentation Combination for Arabic Mention Detection.
ACM Trans. Asian Lang. Inf. Process.
Yassine Benajiba, Imed Zitouni
2009 J jnl
Using Language Independent and Language Specific Features to Enhance Arabic Named Entity Recognition.
Int. Arab J. Inf. Technol.
Yassine Benajiba, Mona T. Diab, Paolo Rosso
2008 A* conf
Arabic Named Entity Recognition using Optimized Feature Sets.
EMNLP
Yassine Benajiba, Mona T. Diab, Paolo Rosso
2007 — conf
ANERsys 2.0: Conquering the NER Task for the Arabic Language by Combining the Maximum Entropy with POS-tag Information.
IICAI
Yassine Benajiba, Paolo Rosso
2007 C conf
ANERsys: An Arabic Named Entity Recognition System Based on Maximum Entropy.
CICLing
Yassine Benajiba, Paolo Rosso, José-Miguel Benedí
2007 C conf
Adapting the JIRS Passage Retrieval System to the Arabic Language.
CICLing
Yassine Benajiba, Paolo Rosso, José Manuel Gómez Soriano
2007 — conf
The UPV at QA@CLEF 2007.
CLEF (Working Notes)
Davide Buscaldi, Yassine Benajiba, Paolo Rosso, Emilio Sanchis
2007 — conf
Web-Based Anaphora Resolution for the QUASAR Question Answering System.
CLEF
Davide Buscaldi, Yassine Benajiba, Paolo Rosso, Emilio Sanchis