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Joel Jang
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 31
Top Topics
N Gram
Test Collection
Document Retrieval
Incremental Learning
Top Venues
CoRR
EMNLP
ICLR
ACL (Findings)
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Publications
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Dongkeun Yoon
,
Joel Jang
,
Sungdong Kim
,
Seungone Kim
,
Sheikh Shafayat
,
Minjoon Seo
LangBridge: Multilingual Reasoning Without Multilingual Supervision.
CoRR
(2024)
Seonghyeon Ye
,
Joel Jang
,
Doyoung Kim
,
Yongrae Jo
,
Minjoon Seo
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt.
EMNLP (Findings)
(2023)
Soyoung Yoon
,
Chaeeun Kim
,
Hyunji Lee
,
Joel Jang
,
Minjoon Seo
Continually Updating Generative Retrieval on Dynamic Corpora.
CoRR
(2023)
Seonghyeon Ye
,
Doyoung Kim
,
Joel Jang
,
Joongbo Shin
,
Minjoon Seo
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners.
ICLR
(2023)
Joel Jang
,
Seungone Kim
,
Seonghyeon Ye
,
Doyoung Kim
,
Lajanugen Logeswaran
,
Moontae Lee
,
Kyungjae Lee
,
Minjoon Seo
Exploring the Benefits of Training Expert Language Models over Instruction Tuning.
CoRR
(2023)
Seungone Kim
,
Jamin Shin
,
Yejin Cho
,
Joel Jang
,
Shayne Longpre
,
Hwaran Lee
,
Sangdoo Yun
,
Seongjin Shin
,
Sungdong Kim
,
James Thorne
,
Minjoon Seo
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models.
CoRR
(2023)
Hyunji Lee
,
Se June Joo
,
Chaeeun Kim
,
Joel Jang
,
Doyoung Kim
,
Kyoung-Woon On
,
Minjoon Seo
How Well Do Large Language Models Truly Ground?
CoRR
(2023)
Joel Jang
,
Dongkeun Yoon
,
Sohee Yang
,
Sungmin Cha
,
Moontae Lee
,
Lajanugen Logeswaran
,
Minjoon Seo
Knowledge Unlearning for Mitigating Privacy Risks in Language Models.
ACL (1)
(2023)
Dongkeun Yoon
,
Joel Jang
,
Sungdong Kim
,
Minjoon Seo
Gradient Ascent Post-training Enhances Language Model Generalization.
CoRR
(2023)
Seungone Kim
,
Se June Joo
,
Doyoung Kim
,
Joel Jang
,
Seonghyeon Ye
,
Jamin Shin
,
Minjoon Seo
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning.
CoRR
(2023)
Hamish Ivison
,
Yizhong Wang
,
Valentina Pyatkin
,
Nathan Lambert
,
Matthew Peters
,
Pradeep Dasigi
,
Joel Jang
,
David Wadden
,
Noah A. Smith
,
Iz Beltagy
,
Hannaneh Hajishirzi
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2.
CoRR
(2023)
Eunbi Choi
,
Yongrae Jo
,
Joel Jang
,
Joonwon Jang
,
Minjoon Seo
Fixed Input Parameterization for Efficient Prompting.
ACL (Findings)
(2023)
Sohee Yang
,
Jonghyeon Kim
,
Joel Jang
,
Seonghyeon Ye
,
Hyunji Lee
,
Minjoon Seo
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis.
CoRR
(2023)
Seungone Kim
,
Se June Joo
,
Doyoung Kim
,
Joel Jang
,
Seonghyeon Ye
,
Jamin Shin
,
Minjoon Seo
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning.
EMNLP
(2023)
Dongkeun Yoon
,
Joel Jang
,
Sungdong Kim
,
Minjoon Seo
Gradient Ascent Post-training Enhances Language Model Generalization.
ACL (2)
(2023)
Joel Jang
,
Seungone Kim
,
Bill Yuchen Lin
,
Yizhong Wang
,
Jack Hessel
,
Luke Zettlemoyer
,
Hannaneh Hajishirzi
,
Yejin Choi
,
Prithviraj Ammanabrolu
Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging.
CoRR
(2023)
Joel Jang
,
Seungone Kim
,
Seonghyeon Ye
,
Doyoung Kim
,
Lajanugen Logeswaran
,
Moontae Lee
,
Kyungjae Lee
,
Minjoon Seo
Exploring the Benefits of Training Expert Language Models over Instruction Tuning.
ICML
(2023)
Seonghyeon Ye
,
Joel Jang
,
Doyoung Kim
,
Yongrae Jo
,
Minjoon Seo
Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization.
CoRR
(2022)
Joel Jang
,
Seonghyeon Ye
,
Minjoon Seo
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts.
TL4NLP
(2022)
Joel Jang
,
Seonghyeon Ye
,
Sohee Yang
,
Joongbo Shin
,
Janghoon Han
,
Gyeonghun Kim
,
Stanley Jungkyu Choi
,
Minjoon Seo
Towards Continual Knowledge Learning of Language Models.
ICLR
(2022)
Joel Jang
,
Seonghyeon Ye
,
Changho Lee
,
Sohee Yang
,
Joongbo Shin
,
Janghoon Han
,
Gyeonghun Kim
,
Minjoon Seo
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.
CoRR
(2022)
Joel Jang
,
Dongkeun Yoon
,
Sohee Yang
,
Sungmin Cha
,
Moontae Lee
,
Lajanugen Logeswaran
,
Minjoon Seo
Knowledge Unlearning for Mitigating Privacy Risks in Language Models.
CoRR
(2022)
Joel Jang
,
Seonghyeon Ye
,
Changho Lee
,
Sohee Yang
,
Joongbo Shin
,
Janghoon Han
,
Gyeonghun Kim
,
Minjoon Seo
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.
EMNLP
(2022)
Eunbi Choi
,
Yongrae Jo
,
Joel Jang
,
Minjoon Seo
Prompt Injection: Parameterization of Fixed Inputs.
CoRR
(2022)
Seonghyeon Ye
,
Doyoung Kim
,
Joel Jang
,
Joongbo Shin
,
Minjoon Seo
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners.
CoRR
(2022)
Joel Jang
,
Seonghyeon Ye
,
Minjoon Seo
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts.
CoRR
(2022)
Joel Jang
,
Sumin Shin
,
Yoonjeon Kim
Music2Video: Automatic Generation of Music Video with fusion of audio and text.
CoRR
(2022)
Joel Jang
,
Yoonjeon Kim
,
Kyoungho Choi
,
Sungho Suh
Sequential targeting: A continual learning approach for data imbalance in text classification.
Expert Syst. Appl.
179 (2021)
Joel Jang
,
Seonghyeon Ye
,
Sohee Yang
,
Joongbo Shin
,
Janghoon Han
,
Gyeonghun Kim
,
Stanley Jungkyu Choi
,
Minjoon Seo
Towards Continual Knowledge Learning of Language Models.
CoRR
(2021)
Sungho Suh
,
Joel Jang
,
Seungjae Won
,
Mayank Shekhar Jha
,
Yong Oh Lee
Supervised Health Stage Prediction Using Convolutional Neural Networks for Bearing Wear.
Sensors
20 (20) (2020)
Joel Jang
,
Yoonjeon Kim
,
Kyoungho Choi
,
Sungho Suh
Sequential Targeting: an incremental learning approach for data imbalance in text classification.
CoRR
(2020)