Question Answering

Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data EMNLP 2025 Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models EMNLP 2025 Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions NAACL 2025 Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025 Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025 Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence ICML 2025 Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025 Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025 Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025 Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis ACL 2025 Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025 Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health AACL 2025 Beyond the Textual: Generating Coherent Visual Options for MCQs EMNLP 2025 BIMBA: Selective-Scan Compression for Long-Range Video Question Answering CVPR 2025 BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025 BlueToad at SemEval-2025 Task 3: Using Question-Answering-Based Language Models to Extract Hallucinations from Machine-Generated Text SemEval 2025 bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla AACL 2025 BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering IJCNLP 2025 Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA ACL 2025 Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025 BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025 Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding ICLR 2025 BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025 Bringing Pedagogy into Focus: Evaluating Virtual Teaching Assistants’ Question-Answering in Asynchronous Learning Environments EMNLP 2025 BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025