Question Answering

Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models ACL 2025 Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025 Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025 CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering EMNLP 2025 COMPKE: Complex Question Answering under Knowledge Editing ACL 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Compositional Condition Question Answering in Tabular Understanding ICML 2025 CompUGE-Bench: Comparative Understanding and Generation Evaluation Benchmark for Comparative Question Answering COLING 2025 ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry ACL 2025 Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025 CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering EMNLP 2025 CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025 Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation EMNLP 2025 Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025 Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025 Conflict-Aware Soft Prompting for Retrieval-Augmented Generation EMNLP 2025 ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025 Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025 Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025 Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks IJCNLP 2025 Context-Efficient Retrieval with Factual Decomposition NAACL 2025 Context Filtering with Reward Modeling in Question Answering COLING 2025 Controlled Retrieval-augmented Context Evaluation for Long-form RAG EMNLP 2025 Conversational Exploration of Literature Landscape with LitChat IJCAI 2025 CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering NAACL 2025