Search Results for author: Sen Yoshida

Found 5 papers, 1 papers with code

Dialogue Collection for Recording the Process of Building Common Ground in a Collaborative Task

no code implementations LREC 2022 Koh Mitsuda, Ryuichiro Higashinaka, Yuhei Oga, Sen Yoshida

To develop a dialogue system that can build common ground with users, the process of building common ground through dialogue needs to be clarified.

Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction

no code implementations17 Nov 2021 Kosuke Nishida, Kyosuke Nishida, Itsumi Saito, Sen Yoshida

In this study, we define an interpretable reading comprehension (IRC) model as a pipeline model with the capability of predicting unanswerable queries.

Reading Comprehension

Task-adaptive Pre-training of Language Models with Word Embedding Regularization

no code implementations Findings (ACL) 2021 Kosuke Nishida, Kyosuke Nishida, Sen Yoshida

TAPTER runs additional pre-training by making the static word embeddings of a PTLM close to the word embeddings obtained in the target domain with fastText.

Domain Adaptation Question Answering +1

VisualMRC: Machine Reading Comprehension on Document Images

1 code implementation27 Jan 2021 Ryota Tanaka, Kyosuke Nishida, Sen Yoshida

In this study, we introduce a new visual machine reading comprehension dataset, named VisualMRC, wherein given a question and a document image, a machine reads and comprehends texts in the image to answer the question in natural language.

Machine Reading Comprehension Natural Language Understanding +2

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