BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification

no code implementations • 29 Mar 2023 • Mitchell DeHaven, Stephen Scott

We also apply this pipeline to another fact verification dataset, Scifact, and achieve the highest label accuracy among all systems on that dataset as well.

Fact Verification Retrieval +1

Improving Low-Resource Speech Recognition with Pretrained Speech Models: Continued Pretraining vs. Semi-Supervised Training

no code implementations • 1 Jul 2022 • Mitchell DeHaven, Jayadev Billa

In this paper we investigate continued pretraining (CoPT) with unlabeled in-language audio data on the XLSR-53 pretrained model in several low-resource languages.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Machine-Assisted Script Curation

1 code implementation • NAACL 2021 • Manuel R. Ciosici, Joseph Cummings, Mitchell DeHaven, Alex Hedges, Yash Kankanampati, Dong-Ho Lee, Ralph Weischedel, Marjorie Freedman

We describe Machine-Aided Script Curator (MASC), a system for human-machine collaborative script authoring.