Yassine Benajiba
24 papers · 2008–2026 · 7 venues · across top CS/AI venues
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(5)
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large language model
(5)
text classification
(2)
hallucination detection
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memory augmentation
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natural language inference
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distribution shift
(2)
ensemble learning
(2)
domain adaptation
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language model
(2)
few-shot learning
(1)
preference learning
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uncertainty quantification
(1)
knowledge editing
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multi-task learning
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transformer architecture
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named entity recognition
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benchmark evaluation
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opinion summarization
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natural language generation
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Papers
Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth
EACL 2026
Active Evaluation Acquisition for Efficient LLM Benchmarking
ICML 2025
Aligning to Constraints for Data-Efficient Language Model Customization
NAACL 2025
A Study on Leveraging Search and Self-Feedback for Agent Reasoning
ACL 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs
EMNLP 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents
EMNLP 2025
Open Domain Question Answering with Conflicting Contexts
NAACL 2025
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty
EMNLP 2025
Towards Long Context Hallucination Detection
NAACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
ACL 2025
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models
ACL 2025
Characterizing and Measuring Linguistic Dataset Drift
ACL 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables
ACL 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views
EACL 2023
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis
ACL 2023
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization
EACL 2023
Taxonomy Expansion for Named Entity Recognition
EMNLP 2023
ODIST: Open World Classification via Distributionally Shifted Instances
EMNLP 2021
SymantoResearch at SemEval-2019 Task 3: Combined Neural Models for Emotion Classification in Human-Chatbot Conversations
SemEval 2019
MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction
IJCNLP 2017
Arabic Mention Detection: Toward Better Unit of Analysis
NAACL 2010
Arabic Named Entity Recognition: Using Features Extracted from Noisy Data
ACL 2010
Enhancing Mention Detection Using Projection via Aligned Corpora
EMNLP 2010
Arabic Named Entity Recognition using Optimized Feature Sets
EMNLP 2008