Question Answering

A Study into Investigating Temporal Robustness of LLMs ACL 2025 Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025 ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SemEval 2025 A Two-Stage LLM System for Enhanced Regulatory Information Retrieval and Answer Generation COLING 2025 Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities ICML 2025 Audio-Visual Adaptive Fusion Network for Question Answering Based on Contrastive Learning AAAI 2025 Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025 AUEB-Archimedes at RIRAG-2025: Is Obligation concatenation really all you need? COLING 2025 Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 AURA-QG: Automated Unsupervised Replicable Assessment for Question Generation IJCNLP 2025 AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking EMNLP 2025 Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025 Automatic Generation of Inference Making Questions for Reading Comprehension Assessments ACL 2025 Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions COLING 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025 AveniBench: Accessible and Versatile Evaluation of Finance Intelligence COLING 2025 Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025 Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025 A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025 Basic Reading Distillation ACL 2025 BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025