Taeuk Kim | DeepAI

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Featured Co-authors

Bowen Li
57 publications
Frank Keller
31 publications
Sang-goo Lee
28 publications
Sang-Woo Lee
25 publications
Reinald Kim Amplayo
24 publications
Kang Min Yoo
24 publications
Youngjae Kim
11 publications
Hwiyeol Jo
9 publications
Jihoon Kim
9 publications
Hyunsoo Cho
9 publications
Jihun Choi
8 publications

∙ 12/21/2022

Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners

Through in-context learning (ICL), large-scale language models are effec...

0 Hyunsoo Cho, et al. ∙

∙ 10/20/2022

Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble

Out-of-distribution (OOD) detection aims to discern outliers from the in...

2 Hyunsoo Cho, et al. ∙

∙ 06/16/2022

Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator

Large-scale pre-trained language models (PLMs) are well-known for being ...

10 Hyuhng Joon Kim, et al. ∙

∙ 05/25/2022

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations

Despite recent explosion in research interests, in-context learning and ...

23 Junyeob Kim, et al. ∙

∙ 10/19/2020

Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads

Transformer-based pre-trained language models (PLMs) have dramatically i...

7 Bowen Li, et al. ∙

∙ 07/24/2020

IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize?

We propose a novel method that enables us to determine words that deserv...

0 Jaeyoul Shin, et al. ∙

∙ 06/22/2020

Optimizing Placement of Heap Memory Objects in Energy-Constrained Hybrid Memory Systems

Main memory (DRAM) significantly impacts the power and energy utilizatio...

0 Taeuk Kim, et al. ∙

∙ 01/30/2020

Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction

With the recent success and popularity of pre-trained language models (L...

2 Taeuk Kim, et al. ∙

∙ 09/19/2019

Summary Level Training of Sentence Rewriting for Abstractive Summarization

As an attempt to combine extractive and abstractive summarization, Sente...

0 Sanghwan Bae, et al. ∙

∙ 08/25/2019

Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja

We propose a simple approach to train better Korean word representations...

0 Kang Min Yoo, et al. ∙

∙ 06/04/2019

A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching

We present a latent variable model for predicting the relationship betwe...

0 Jihun Choi, et al. ∙

∙ 09/07/2018

Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations

Most existing recursive neural network (RvNN) architectures utilize only...

0 Taeuk Kim, et al. ∙

∙ 09/07/2018

Cell-aware Stacked LSTMs for Modeling Sentences

We propose a method of stacking multiple long short-term memory (LSTM) l...

0 Jihun Choi, et al. ∙

∙ 05/18/2018

SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension

We present a novel neural architecture for the Argument Reasoning Compre...

0 Taeuk Kim, et al. ∙

∙ 05/16/2018

FT-LADS: Fault-Tolerant Object-Logging based Big Data Transfer System using Layout-Aware Data Scheduling

Layout-Aware Data Scheduler (LADS) data transfer tool, identifies and ad...

0 Preethika Kasu, et al. ∙

∙ 03/22/2018

SCISPACE: A Scientific Collaboration Workspace for File Systems in Geo-Distributed HPC Data Centers

Future terabit networks are committed to dramatically improving big data...

0 Awais Khan, et al. ∙

∙ 08/05/2017

A Syllable-based Technique for Word Embeddings of Korean Words

Word embedding has become a fundamental component to many NLP tasks such...

0 Sanghyuk Choi, et al. ∙

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