factual accuracy

105 papers

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large language model (12755) hallucination detection (505) retrieval-augmented generation (1459) hallucination mitigation (306) text generation (2903) language model (4573) question answering (2904) multilingual nlp (1423) knowledge graph (1795) long-form generation (49)

Papers

Factuality Enhanced Language Models for Open-Ended Text Generation NIPS 2022

Evaluating Factuality in Text Simplification ACL 2022

Improved Natural Language Generation via Loss Truncation ACL 2020

Truth or Error? Towards systematic analysis of factual errors in abstractive summaries EMNLP 2020

Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019