Question Answering

SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs Interspeech 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025 SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks AAAI 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025 StepKE: Stepwise Knowledge Editing for Multi-Hop Question Answering EMNLP 2025 StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025 Streaming Video Question-Answering with In-context Video KV-Cache Retrieval ICLR 2025 Streamlining Biomedical Research with Specialized LLMs COLING 2025 Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 Structural Deep Encoding for Table Question Answering ACL 2025 Structured List-Grounded Question Answering COLING 2025 Sufficient Context: A New Lens on Retrieval Augmented Generation Systems ICLR 2025 SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA NAACL 2025 SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction ICLR 2025 SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages COLING 2025 Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025 SzegedAI at ArchEHR-QA 2025: Combining LLMs with traditional methods for grounded question answering ACL 2025 T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering EMNLP 2025 TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data SemEval 2025 TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data EMNLP 2025 TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025