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Kyoung-Gu Woo

2 accepted papers

2022

You Only Need One Model for Open-domain Question Answering

EMNLP 2022main

Recent approaches to Open-domain Question Answering refer to an external knowledge base using a retriever model, optionally rerank passages with a separate reranker model and generate an answer using another reader model. Despite performing related tasks, the models have separate parameters and are…

Cited by 28SourcePDFScholar
2021

Adaptable Multi-Domain Language Model for Transformer ASR

ICASSP 2021accepted

We propose an adapter based multi-domain Transformer based language model (LM) for Transformer ASR. The model consists of a big size common LM and small size adapters. The model can perform multi-domain adaptation with only the small size adapters and its related layers. The proposed model can reuse…

Cited by 0SourceScholar