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hallucination detection

530 papers

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large language model (13587) retrieval-augmented generation (1592) text generation (2913) text classification (6793) uncertainty quantification (1393) natural language inference (1287) language model (4599) question answering (2963) benchmark evaluation (1556) fact verification (257)

Papers

ToTTo: A Controlled Table-To-Text Generation Dataset EMNLP 2020
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020
Reducing Quantity Hallucinations in Abstractive Summarization EMNLP 2020
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data EMNLP 2020
On Faithfulness and Factuality in Abstractive Summarization ACL 2020