Gary Geunbae Lee | DeepAI

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Hwanjo Yu
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∙ 05/26/2023

Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring

Automated essay scoring (AES) aims to score essays written for a given p...

0 Heejin Do, et al. ∙

∙ 05/26/2023

Score-balanced Loss for Multi-aspect Pronunciation Assessment

With rapid technological growth, automatic pronunciation assessment has ...

0 Heejin Do, et al. ∙

∙ 03/17/2023

DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing

We present our work on Track 2 in the Dialog System Technology Challenge...

0 Jihyun Lee, et al. ∙

∙ 11/17/2022

Self-Training with Purpose Preserving Augmentation Improves Few-shot Generative Dialogue State Tracking

In dialogue state tracking (DST), labeling the dataset involves consider...

0 Jihyun Lee, et al. ∙

∙ 11/15/2022

Hierarchical Pronunciation Assessment with Multi-Aspect Attention

Automatic pronunciation assessment is a major component of a computer-as...

0 Heejin Do, et al. ∙

∙ 10/24/2022

Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions

Conversational question answering (CQA) facilitates an incremental and i...

0 Seonjeong Hwang, et al. ∙

∙ 10/05/2022

Schema Encoding for Transferable Dialogue State Tracking

Dialogue state tracking (DST) is an essential sub-task for task-oriented...

0 Hyunmin Jeon, et al. ∙

∙ 09/23/2022

Conversational QA Dataset Generation with Answer Revision

Conversational question–answer generation is a task that automatically g...

0 Seonjeong Hwang, et al. ∙

∙ 09/16/2022

SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task

Few-shot dialogue state tracking (DST) model tracks user requests in dia...

0 Jihyun Lee, et al. ∙

∙ 08/09/2022

High Recall Data-to-text Generation with Progressive Edit

Data-to-text (D2T) generation is the task of generating texts from struc...

0 Choonghan Kim, et al. ∙

∙ 07/07/2021

DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient Context

Recently, reinforcement learning (RL) has been applied to task-oriented ...

23 Hyunmin Jeon, et al. ∙

∙ 03/11/2021

Domain State Tracking for a Simplified Dialogue System

Task-oriented dialogue systems aim to help users achieve their goals in ...

0 Hyunmin Jeon, et al. ∙

∙ 07/27/2018

Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems

To ensure satisfactory user experience, dialog systems must be able to d...

0 Seonghan Ryu, et al. ∙

∙ 05/25/2016

Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling

Previous studies in Open Information Extraction (Open IE) are mainly bas...

0 Byungsoo Kim, et al. ∙

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