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

KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering IJCAI 2024

MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024

DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding INTERSPEECH 2024

Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding INTERSPEECH 2024

Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning AAAI 2024

BAND: Biomedical Alert News Dataset AAAI 2024

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024

Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024

PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024

ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024

MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024

LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024

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

DocFinQA: A Long-Context Financial Reasoning Dataset 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

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