Question Answering

Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 Improving Table Retrieval with Question Generation from Partial Tables ACL 2025 INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages NAACL 2025 InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering EMNLP 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 Intelligent Clinical Assistant for Personalized Responses and Clinical Summaries AAAI 2025 INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025 Inter-Passage Verification for Multi-evidence Multi-answer QA ACL 2025 Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation NAACL 2025 Investigating Language Preference of Multilingual RAG Systems ACL 2025 Investigating Large Language Models for Text-to-SPARQL Generation NAACL 2025 Investigating the effectiveness of length based rewards in DPO for building Conversational Financial Question Answering Systems COLING 2025 Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation COLING 2025 Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025 Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering EMNLP 2025 IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ACL 2025 IRUEX: A Study on Large Language Models Problem-Solving Skills in Iran’s University Entrance Exam COLING 2025 Is Complex Query Answering Really Complex? ICML 2025 Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? ACL 2025 Is That Your Final Answer? Test-Time Scaling Improves Selective Question Answering ACL 2025 Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025 iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025 ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025