Search Results for author: Dongkeun Yoon

Found 6 papers, 5 papers with code

A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls

no code implementations2 Dec 2024 Sheikh Shafayat, Dongkeun Yoon, Woori Jang, Jiwoo Choi, Alice Oh, Seohyon Jung

In this work, we propose and evaluate the feasibility of a two-stage pipeline to evaluate literary machine translation, in a fine-grained manner, from English to Korean.

Machine Translation Translation

LangBridge: Multilingual Reasoning Without Multilingual Supervision

1 code implementation19 Jan 2024 Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo

We introduce LangBridge, a zero-shot approach to adapt language models for multilingual reasoning tasks without multilingual supervision.

Code Completion Logical Reasoning +1

Gradient Ascent Post-training Enhances Language Model Generalization

1 code implementation12 Jun 2023 Dongkeun Yoon, Joel Jang, Sungdong Kim, Minjoon Seo

In this work, we empirically show that updating pretrained LMs (350M, 1. 3B, 2. 7B) with just a few steps of Gradient Ascent Post-training (GAP) on random, unlabeled text corpora enhances its zero-shot generalization capabilities across diverse NLP tasks.

Language Modeling Language Modelling +2

Knowledge Unlearning for Mitigating Privacy Risks in Language Models

2 code implementations4 Oct 2022 Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee, Lajanugen Logeswaran, Minjoon Seo

Pretrained Language Models (LMs) memorize a vast amount of knowledge during initial pretraining, including information that may violate the privacy of personal lives and identities.

Ranked #3 on Language Modelling on The Pile (Test perplexity metric)

Language Modeling Language Modelling

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