← Applications
Natural Language Processing › Applications ›

Question Answering

4032 directly classified papers

Papers per year

Papers

Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions AAAI 2026
PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026
Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs AAAI 2026
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents AAAI 2026
EduMod-LLM: A Modular Approach for Designing Flexible and Transparent Educational Assistants AAAI 2026
ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026
LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026
JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving AAAI 2026
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis EACL 2026
What Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs EACL 2026
Inference Scaling Law for Retrieval Augmented Generation AAAI 2026
Self-Correction Distillation for Structured Data Question Answering AAAI 2026
Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System EACL 2026
CogStream: Context-guided Streaming Video Question Answering AAAI 2026
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge EACL 2026
CHROMIC: Chronological Reasoning Across Multi-Panel Comics EACL 2026
Assessing LLMs for Serendipity Discovery in Knowledge Graphs: A Case for Drug Repurposing AAAI 2026
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026
ObjChangeVR: Object State Change Reasoning from Continuous Egocentric Views in VR Environments EACL 2026
Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026
SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature EACL 2026
Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering AAAI 2026
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