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Question Answering
4032 directly classified papers
Papers per year
2006: 1
2009: 1
2011: 1
2013: 1
2014: 1
2015: 6
2016: 26
2017: 83
2018: 135
2019: 275
2020: 307
2021: 392
2022: 419
2023: 476
2024: 699
2025: 1036
2026: 173
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
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