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Question Answering

4032 directly classified papers

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Papers

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

Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026

DebateQA: Evaluating Question Answering on Debatable Knowledge EACL 2026

HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering EACL 2026

Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts EACL 2026

MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills EACL 2026

Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026

CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026

MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory EACL 2026

Over-Searching in Search-Augmented Large Language Models EACL 2026

Generating Multi-Aspect Queries for Conversational Search EACL 2026

Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties EACL 2026

Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026

Direct Visual Grounding by Directing Attention of Visual Tokens WACV 2026

MarineEval: Assessing the Marine Intelligence of Vision-Language Models WACV 2026

FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026

Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026

RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability AAAI 2026

SciTrue: Evidence-Grounded Claim Verification in Science EACL 2026

Out of Style: RAG’s Fragility to Linguistic Variation EACL 2026

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026

PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026