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question answering

2904 papers

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Also known as

MCQ VIDEOQA QA QA OR NULL KGQA Q&A DOCQA ODQA Q/A CQA QNA PQA WHY-QA MCQA MRC KBQA VQA

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) information retrieval (1493) knowledge graph (1795) language model (4573) machine reading comprehension (430) reading comprehension (372) multi-hop reasoning (400) text generation (2903) knowledge base (801)

Papers

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
RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment EMNLP 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning EMNLP 2024
MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing EMNLP 2024
McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 2024
Learning Musical Representations for Music Performance Question Answering EMNLP 2024
”I Never Said That”: A dataset, taxonomy and baselines on response clarity classification EMNLP 2024
Evaluation of Question Answer Generation for Portuguese: Insights and Datasets EMNLP 2024