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

SummEQuAL: Summarization Evaluation via Question Answering using Large Language Models 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

Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024

Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024

KRX Bench: Automating Financial Benchmark Creation via Large Language Models COLING 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

An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024

SOK-Bench: A Situated Video Reasoning Benchmark with Aligned Open-World Knowledge CVPR 2024

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

McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering EMNLP 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

Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024

Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP 2024

BEnQA: A Question Answering Benchmark for Bengali and English ACL 2024

Characterizing LLM Abstention Behavior in Science QA with Context Perturbations EMNLP 2024

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024

DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024

FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024

LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems ACL 2024

ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024

Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ ACL 2024

SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation NAACL 2024