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Question Answering

4032 directly classified papers

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Papers

DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026
Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark EACL 2026
Tables Decoded: DELTA for Structure, TARQA for Understanding WACV 2026
Stochastic Parrots or True Virtuosos? Digging Deeper Into the Audio-Video Understanding of AVQA Models 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
FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026
The Problem of Ambiguity in Table Question Answering EACL 2026
DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation EACL 2026
TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering EACL 2026
DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards EACL 2026
MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding EACL 2026
U-MIRAGE: Benchmarking Chain-of-Thought Reasoning for Urdu Medical QA 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
Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks EACL 2026
Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering EACL 2026
Comprehensive Comparison of RAG Methods Across Multi-Domain Conversational QA EACL 2026
Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026
Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot EACL 2026
Long-Context Long-Form Question Answering for Legal Domain EACL 2026
ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports EACL 2026
Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026
PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain EACL 2026