Sungdong Kim | DeepAI

DeepAI AI Chat

Featured Co-authors

Kyunghyun Cho
218 publications
Jung-Woo Ha
58 publications
Jaewoo Kang
54 publications
Byoung-Tak Zhang
54 publications
Minjoon Seo
45 publications
Alice Oh
31 publications
Jiyoung Lee
27 publications
Jin-Hwa Kim
27 publications
Sang-Woo Lee
25 publications
Jinhyuk Lee
24 publications
Seung-won Hwang
24 publications

∙ 07/20/2023

FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets

Evaluation of Large Language Models (LLMs) is challenging because aligni...

0 Seonghyeon Ye, et al. ∙

∙ 06/12/2023

Gradient Ascent Post-training Enhances Language Model Generalization

In this work, we empirically show that updating pretrained LMs (350M, 1....

0 Dongkeun Yoon, et al. ∙

∙ 05/23/2023

Aligning Large Language Models through Synthetic Feedback

Aligning large language models (LLMs) to human values has become increas...

0 Sungdong Kim, et al. ∙

∙ 01/27/2023

Semi-Parametric Video-Grounded Text Generation

Efficient video-language modeling should consider the computational cost...

0 Sungdong Kim, et al. ∙

∙ 12/20/2022

Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild?

Task-oriented dialogue (TOD) systems are mainly based on the slot-fillin...

2 Sang-Woo Lee, et al. ∙

∙ 10/17/2022

Keep Me Updated! Memory Management in Long-term Conversations

Remembering important information from the past and continuing to talk a...

0 Sanghwan Bae, et al. ∙

∙ 05/25/2022

Towards More Realistic Generation of Information-Seeking Conversations

In this paper, we introduce a novel framework SimSeek (simulating inform...

0 Gangwoo Kim, et al. ∙

∙ 05/25/2022

The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training

Visual dialog (VisDial) is a task of answering a sequence of questions g...

0 Gi-Cheon Kang, et al. ∙

∙ 04/30/2022

Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models

Recent open-domain dialogue models have brought numerous breakthroughs. ...

0 Sanghwan Bae, et al. ∙

∙ 04/28/2022

On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model

Many recent studies on large-scale language models have reported success...

2 Seongjin Shin, et al. ∙

∙ 02/15/2022

Saving Dense Retriever from Shortcut Dependency in Conversational Search

In conversational search (CS), it needs holistic understanding over conv...

0 Sungdong Kim, et al. ∙

∙ 09/15/2021

Can Language Models be Biomedical Knowledge Bases?

Pre-trained language models (LMs) have become ubiquitous in solving vari...

0 Mujeen Sung, et al. ∙

∙ 05/30/2021

NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation

We propose NeuralWOZ, a novel dialogue collection framework that uses mo...

0 Sungdong Kim, et al. ∙

∙ 05/20/2021

KLUE: Korean Language Understanding Evaluation

We introduce Korean Language Understanding Evaluation (KLUE) benchmark. ...

20 Sungjoon Park, et al. ∙

∙ 11/10/2019

Efficient Dialogue State Tracking by Selectively Overwriting Memory

Recent works in dialogue state tracking (DST) focus on an open vocabular...

0 Sungdong Kim, et al. ∙

∙ 01/25/2019

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Biomedical text mining is becoming increasingly important as the number ...

0 Jinhyuk Lee, et al. ∙

∙ 01/25/2019

BioBERT: pre-trained biomedical language representation model for biomedical text mining

Biomedical text mining has become more important than ever as the number...

0 Jinhyuk Lee, et al. ∙

∙ 12/01/2018

QADiver: Interactive Framework for Diagnosing QA Models

Question answering (QA) extracting answers from text to the given questi...

0 Gyeongbok Lee, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world