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

MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering ACL 2024

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024

Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024

Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024

Marathon: A Race Through the Realm of Long Context with Large Language Models ACL 2024

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024

HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024

Paraphrasing in Affirmative Terms Improves Negation Understanding ACL 2024

BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024

ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024

Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 2024

Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024

Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024

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