Search Results for author: Sivan Milton

Found 2 papers, 2 papers with code

FaithDial: A Faithful Benchmark for Information-Seeking Dialogue

1 code implementation22 Apr 2022 Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaiane, Mo Yu, Edoardo M. Ponti, Siva Reddy

The goal of information-seeking dialogue is to respond to seeker queries with natural language utterances that are grounded on knowledge sources.

Dialogue Generation Hallucination

On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?

1 code implementation NAACL 2022 Nouha Dziri, Sivan Milton, Mo Yu, Osmar Zaiane, Siva Reddy

Knowledge-grounded conversational models are known to suffer from producing factually invalid statements, a phenomenon commonly called hallucination.

Hallucination

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