Search Results for author: Miyoung Ko

Found 6 papers, 6 papers with code

KTRL+F: Knowledge-Augmented In-Document Search

2 code implementations14 Nov 2023 Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo

We introduce a new problem KTRL+F, a knowledge-augmented in-document search task that necessitates real-time identification of all semantic targets within a document with the awareness of external sources through a single natural query.

Retrieval

ClaimDiff: Comparing and Contrasting Claims on Contentious Issues

1 code implementation24 May 2022 Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo

With the growing importance of detecting misinformation, many studies have focused on verifying factual claims by retrieving evidence.

Fact Verification Misinformation

Look at the First Sentence: Position Bias in Question Answering

1 code implementation EMNLP 2020 Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang

In this study, we hypothesize that when the distribution of the answer positions is highly skewed in the training set (e. g., answers lie only in the k-th sentence of each passage), QA models predicting answers as positions can learn spurious positional cues and fail to give answers in different positions.

Extractive Question-Answering Position +2

SAIN: Self-Attentive Integration Network for Recommendation

1 code implementation27 May 2019 Seoungjun Yun, Raehyun Kim, Miyoung Ko, Jaewoo Kang

To deal with this problem, content based recommendation models which use the auxiliary attributes of users and items have been proposed.

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