Question Answering

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ACL 2026 Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026 Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting AAAI 2026 Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG AAAI 2026 Models Without Borders at SemEval-2026 Task 7: Bridging Cultural Contexts with Search-Grounded QA SemEval 2026 MosaicDoc: A Large-Scale Bilingual Benchmark for Visually Rich Document Understanding AAAI 2026 Multilingual Retrieval-Augmented Generation for Knowledge-Intensive Question Answering Task EACL 2026 Multimodal Conversation Structure Understanding EACL 2026 NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models AAAI 2026 ObjChangeVR: Object State Change Reasoning from Continuous Egocentric Views in VR Environments EACL 2026 OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive AAAI 2026 OmniBench: A Comprehensive Benchmark Integrating Real-World, Time-sensitive, and Multi-Hop Questions with a Multi-Dimensional Hybrid Evaluation Framework AAAI 2026 One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026 Out of Style: RAG’s Fragility to Linguistic Variation EACL 2026 Over-Searching in Search-Augmented Large Language Models EACL 2026 P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering AAAI 2026 PandemIQ Llama: A Domain-Adapted Foundation Model for Enhanced Pandemic Intelligence AAAI 2026 PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR EACL 2026 PATS: Personality-Aware Teaching Strategies with Large Language Model Tutors EACL 2026 PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain EACL 2026 Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ACL 2026 PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026 PMWP: A Benchmark for Math Word Problem Solving in Persian EACL 2026 Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering AAAI 2026 ProgRAG: Hallucination-Resistant Progressive Retrieval and Reasoning over Knowledge Graphs AAAI 2026