Question Answering

HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data SemEval 2025 Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data ICLR 2025 How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? EMNLP 2025 Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data SemEval 2025 How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025 How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025 How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025 How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback IJCAI 2025 HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation EMNLP 2025 H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025 HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering ACL 2025 Huatuo-26M, a Large-scale Chinese Medical QA Dataset NAACL 2025 HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases ACL 2025 Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025 HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses ACL 2025 Hypo3D: Exploring Hypothetical Reasoning in 3D ICML 2025 I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data SemEval 2025 Identifying and Answering Questions with False Assumptions: An Interpretable Approach EMNLP 2025 Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025 If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition EMNLP 2025 IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025 Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025 Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens ICML 2025