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

Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding MLHC 2023

A Question Answering Benchmark Database for Hungarian ACL 2023

Walter Burns at SemEval-2023 Task 5: NLP-CIMAT - Leveraging Model Ensembles for Clickbait Spoiling ACL 2023

Improving Pretraining Techniques for Code-Switched NLP ACL 2023

FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering AAAI 2023

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023

A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images AAAI 2023

Interpreting Indirect Answers to Yes-No Questions in Multiple Languages EMNLP 2023

MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding EMNLP 2023

Text Alignment Is An Efficient Unified Model for Massive NLP Tasks NIPS 2023

From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NIPS 2023

C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models NIPS 2023

ToolQA: A Dataset for LLM Question Answering with External Tools NIPS 2023

Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NIPS 2023

RealTime QA: What's the Answer Right Now? NIPS 2023

PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance NIPS 2023

Benchmarking Foundation Models with Language-Model-as-an-Examiner NIPS 2023

ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram NIPS 2023

NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA NIPS 2023

QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data NIPS 2023

AHJL at Qur’an QA 2023 Shared Task: Enhancing Passage Retrieval using Sentence Transformer and Translation EMNLP 2023

AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023

Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023

Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023