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Question Answering

4032 directly classified papers

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Papers

LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages IJCNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering IJCNLP 2025
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025
Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025
Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP 2025
Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering IJCNLP 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
Towards Multimodal Question Answering in Educational Domain IJCNLP 2025
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference IJCNLP 2025
P6Jiggasha: Benchmarking Large Language Models on Bangla Physics Question Answering with Cross-lingual Evaluation IJCNLP 2025
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs COLING 2025
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025
MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025
Basic Reading Distillation ACL 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025
Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025