← Applications
Natural Language Processing › Applications ›

Question Answering

4032 directly classified papers

Papers per year

Papers

SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025
Can Large Language Models Win the International Mathematical Games? EMNLP 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
ExpertGenQA: Open-ended QA generation in Specialized Domains EMNLP 2025
LexTime: A Benchmark for Temporal Ordering of Legal Events EMNLP 2025
FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025
ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos CVPR 2025
A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025
p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models AACL 2025
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering ACL 2025
Social Bias in Popular Question-Answering Benchmarks AACL 2025
IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A ICCV 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025
A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025
MovieCORE: COgnitive REasoning in Movies EMNLP 2025
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective AACL 2025
RASTeR: Robust, Agentic, and Structured Temporal Reasoning AACL 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025
TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data EMNLP 2025
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space EMNLP 2025
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models AACL 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025