Question Answering

PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025 PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025 Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval EMNLP 2025 Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms AAAI 2025 ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding NAACL 2025 Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text NAACL 2025 Provence: efficient and robust context pruning for retrieval-augmented generation ICLR 2025 Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction ICML 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025 QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ACL 2025 QA-Calibration of Language Model Confidence Scores ICLR 2025 QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025 QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025 QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025 QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025 QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025 QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge Assessment EMNLP 2025 QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering SemEval 2025 QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering ACL 2025 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs COLING 2025 Query-Driven Multimodal GraphRAG: Dynamic Local Knowledge Graph Construction for Online Reasoning ACL 2025 Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models EMNLP 2025