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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 Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024
BEnQA: A Question Answering Benchmark for Bengali and English ACL 2024
SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ ACL 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024
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