question answering

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025 Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025 SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ACL 2025 Self-Ensemble: Mitigating Confidence Distortion for Large Language Models EMNLP 2025 Self-Taught Agentic Long Context Understanding ACL 2025 Self-Training Large Language Models for Tool-Use Without Demonstrations NAACL 2025 Self-Updatable Large Language Models by Integrating Context into Model Parameters ICLR 2025 Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025 SemEval-2025 Task 8: Question Answering over Tabular Data SemEval 2025 Shared Task RIRAG-2025: Regulatory Information Retrieval and Answer Generation COLING 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 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 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 SlovakBabyLM: Replication of the BabyLM and Sample-efficient Pretraining for a Low-Resource Language EMNLP 2025 Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025 Source Attribution for Large Language Models IJCNLP 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data EMNLP 2025 STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases EMNLP 2025 Streamlining Biomedical Research with Specialized LLMs COLING 2025 Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025