Question Answering

Self-Taught Agentic Long Context Understanding ACL 2025 SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025 SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 2025 Shifting from Ranking to Set Selection for Retrieval Augmented Generation ACL 2025 Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos ICLR 2025 SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials NAACL 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala EMNLP 2025 SiReRAG: Indexing Similar and Related Information for Multihop Reasoning ICLR 2025 SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs EMNLP 2025 SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs ICML 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025 SocialGesture: Delving into Multi-person Gesture Understanding CVPR 2025 sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models SemEval 2025 SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025 Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting ICLR 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ACL 2025