2 papers
cs.CL2026
TRILOGUE: A Trilingual Spoken Dialogue Fact-Checking Benchmark with Evidence and Paired Audio
Chaewan Chun, Meruyert Aristombayeva, Jiyoung Choi +3
Modern misinformation is often heard before it is read, yet fact-checking systems are still evaluated mainly on clean written claims. Spoken dialogue remains different even when sy…
cs.CL2026
Lost in Speech: Trilingual Spoken Hallucination Detection Across Audio and Transcripts
Meruyert Aristombayeva, Jason S. Lucas, Chaewan Chun +1
While text-based hallucination detection is well studied, reference-free detection of factual alterations in speech remains underexplored, especially for low-resource languages. Ou…