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Question Answering

4032 directly classified papers

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Papers

Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning EACL 2026
RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams EACL 2026
Building a Conversational AI Assistant for African Travel Services with LLMs and RAG EACL 2026
Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026
Evaluating Retrieval-Augmented Generation for Medication Question Answering on Nigerian Drug Labels in Yorùbá EACL 2026
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis EACL 2026
PMWP: A Benchmark for Math Word Problem Solving in Persian EACL 2026
One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026
MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026
Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents AAAI 2026
VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026
Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval AAAI 2026
Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs AAAI 2026
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation AAAI 2026
T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs AAAI 2026
Self-Correction Distillation for Structured Data Question Answering AAAI 2026
Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026
DeFuzzRAG: Handling Fuzzy Time Expressions for Temporal Robustness in Retrieval-Augmented Generation AAAI 2026
Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization AAAI 2026
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving AAAI 2026
Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting AAAI 2026
End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering AAAI 2026
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws AAAI 2026
Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026