Question Answering

Analyzing the Sensitivity of Vision Language Models in Visual Question Answering ACL 2025 An Automated Explainable Educational Assessment System Built on LLMs AAAI 2025 An Automatic Method to Estimate Correctness of RAG COLING 2025 AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning ACL 2025 ANNEXE: Unified Analyzing, Answering, and Pixel Grounding for Egocentric Interaction CVPR 2025 Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions ICLR 2025 AQuAECHR: Attributed Question Answering for European Court of Human Rights ACL 2025 AraHealthQA 2025: The First Shared Task on Arabic Health Question Answering EMNLP 2025 Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis COLING 2025 Are LLMs Court-Ready? Evaluating Frontier Models on Indian Legal Reasoning EMNLP 2025 Are LLMs Good for Semantic Role Labeling via Question Answering?: A Preliminary Analysis IJCNLP 2025 Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle ICML 2025 ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025 A-SEA3𝐋-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer Generation EMNLP 2025 A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025 Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering ICCV 2025 Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions ACL 2025 Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning EMNLP 2025 AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025 ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval NAACL 2025 Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law Evaluation EMNLP 2025 ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems ACL 2025