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question answering

2963 papers

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Also known as

QA Q&A Q/A

Co-occurring keywords

large language model (13587) retrieval-augmented generation (1592) information retrieval (1514) knowledge graph (1837) language model (4599) machine reading comprehension (430) reading comprehension (377) multi-hop reasoning (423) text generation (2913) knowledge base (804)

Papers

Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators EMNLP 2024
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration EMNLP 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations EMNLP 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024
Searching for Best Practices in Retrieval-Augmented Generation EMNLP 2024
Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering EMNLP 2024
Generation with Dynamic Vocabulary EMNLP 2024
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024
Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese EMNLP 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024
QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024
CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA EMNLP 2024
Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner EMNLP 2024
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation EMNLP 2024
TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation EMNLP 2024
OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024
PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams EMNLP 2024
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024
Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA EMNLP 2024
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation EMNLP 2024
CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity EMNLP 2024