3 papers
cs.CL2022
HaRiM: Evaluating Summary Quality with Hallucination Risk
Seonil Son, Junsoo Park, Jeong-in Hwang +3
One of the challenges of developing a summarization model arises from the difficulty in measuring the factual inconsistency of the generated text. In this study, we reinterpret the…
cs.CL2019
SANVis: Visual Analytics for Understanding Self-Attention Networks
Cheonbok Park, Inyoup Na, Yongjang Jo +7
Attention networks, a deep neural network architecture inspired by humans' attention mechanism, have seen significant success in image captioning, machine translation, and many oth…
cs.CL2018
Question-Aware Sentence Gating Networks for Question and Answering
Minjeong Kim, David Keetae Park, Hyungjong Noh +2
Machine comprehension question answering, which finds an answer to the question given a passage, involves high-level reasoning processes of understanding and tracking the relevant…