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

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models ACL 2024

MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering ACL 2024

K-QA: A Real-World Medical Q&A Benchmark ACL 2024

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions ACL 2024

Analysis of LLM’s “Spurious” Correct Answers Using Evidence Information of Multi-hop QA Datasets ACL 2024

AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024

Retrieval-augmented generation in multilingual settings ACL 2024

SummEQuAL: Summarization Evaluation via Question Answering using Large Language Models ACL 2024

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024

Teaching LLMs at Charles University: Assignments and Activities ACL 2024

A Course Shared Task on Evaluating LLM Output for Clinical Questions ACL 2024

NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning ACL 2024

Beyond Memorization: The Challenge of Random Memory Access in Language Models ACL 2024

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL 2024

Learning to Plan and Generate Text with Citations ACL 2024

IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ACL 2024

Towards Better Question Generation in QA-based Event Extraction ACL 2024

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL 2024

FinTextQA: A Dataset for Long-form Financial Question Answering ACL 2024

Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024

Grounding Language Model with Chunking-Free In-Context Retrieval ACL 2024

Paragraph Retrieval for Enhanced Question Answering in Clinical Documents ACL 2024

GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? ACL 2024

Instruction-tuned Language Models are Better Knowledge Learners ACL 2024

Inference to the Best Explanation in Large Language Models ACL 2024