Search Results for author: Minsung Kim

Found 7 papers, 2 papers with code

Fine-grained Gender Control in Machine Translation with Large Language Models

no code implementations21 Jul 2024 Minwoo Lee, Hyukhun Koh, Minsung Kim, Kyomin Jung

In this paper, we tackle controlled translation in a more realistic setting of inputs with multiple entities and propose Gender-of-Entity (GoE) prompting method for LLMs.

Machine Translation Sentence +1

VLind-Bench: Measuring Language Priors in Large Vision-Language Models

1 code implementation13 Jun 2024 Kang-il Lee, Minbeom Kim, Seunghyun Yoon, Minsung Kim, Dongryeol Lee, Hyukhun Koh, Kyomin Jung

To this end, we propose a new benchmark called VLind-Bench, which is the first benchmark specifically designed to measure the language priors, or blindness, of LVLMs.

counterfactual

MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors

1 code implementation15 Aug 2023 Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung

However, the existing VMR framework evaluates video moment retrieval performance, assuming that a video is given, which may not reveal whether the models exhibit overconfidence in the falsely given video.

Contrastive Learning Misinformation +4

Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation

no code implementations23 May 2023 Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dongdong Zhang, Minsung Kim, Kyomin Jung

In this paper, we specifically target the gender bias issue of multilingual machine translation models for unambiguous cases where there is a single correct translation, and propose a bias mitigation method based on a novel approach.

Contrastive Learning Machine Translation +1

Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity

no code implementations18 Oct 2022 Gitaek Kwon, Eunjin Kim, Sunho Kim, Seongwon Bak, Minsung Kim, Jaeyoung Kim

Recently, diabetic retinopathy (DR) screening utilizing ultra-wide optical coherence tomography angiography (UW-OCTA) has been used in clinical practices to detect signs of early DR.

Data Augmentation Ensemble Learning +2

Topological vertex for 6d SCFTs with $\mathbb{Z}_2$-twist

no code implementations4 Jan 2021 Hee-Cheol Kim, Minsung Kim, Sung-Soo Kim

We compute the partition function for 6d $\mathcal{N}=1$ $SO(2N)$ gauge theories compactified on a circle with $\mathbb{Z}_2$ outer automorphism twist.

High Energy Physics - Theory

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