Seung-won Hwang | DeepAI

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Wei Wang
492 publications
Nan Duan
128 publications
Yangqiu Song
83 publications
Yanghua Xiao
57 publications
Shuai Lu
29 publications
Sang-Woo Lee
25 publications
Moontae Lee
25 publications
Reinald Kim Amplayo
24 publications
Alexey Svyatkovskiy
22 publications
Daya Guo
20 publications
Kyungjae Lee
18 publications

∙ 08/08/2023

On Monotonic Aggregation for Open-domain QA

Question answering (QA) is a critical task for speech-based retrieval fr...

0 Sang-eun Han, et al. ∙

∙ 06/07/2023

When to Read Documents or QA History: On Unified and Selective Open-domain QA

This paper studies the problem of open-domain question answering, with t...

0 Kyungjae Lee, et al. ∙

∙ 10/23/2022

BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets

To build open-domain chatbots that are able to use diverse communicative...

0 Minju Kim, et al. ∙

∙ 10/05/2022

Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption

Embeddings, which compress information in raw text into semantics-preser...

0 Garam Lee, et al. ∙

∙ 09/02/2022

Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization

In this paper, we propose to leverage the unique characteristics of dial...

14 Seungone Kim, et al. ∙

∙ 06/08/2022

Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning

Commonsense reasoning systems should be able to generalize to diverse re...

0 Yu Jin Kim, et al. ∙

∙ 05/06/2022

Collective Relevance Labeling for Passage Retrieval

Deep learning for Information Retrieval (IR) requires a large amount of ...

0 Jihyuk Kim, et al. ∙

∙ 04/27/2022

Plug-and-Play Adaptation for Continuously-updated QA

Language models (LMs) have shown great potential as implicit knowledge b...

0 Kyungjae Lee, et al. ∙

∙ 03/15/2022

ReACC: A Retrieval-Augmented Code Completion Framework

Code completion, which aims to predict the following code token(s) accor...

0 Shuai Lu, et al. ∙

∙ 02/11/2022

Dual Task Framework for Improving Persona-grounded Dialogue Dataset

This paper introduces a simple yet effective data-centric approach for t...

0 Minju Kim, et al. ∙

∙ 01/26/2022

TrustAL: Trustworthy Active Learning using Knowledge Distillation

Active learning can be defined as iterations of data labeling, model tra...

7 Beong-woo Kwak, et al. ∙

∙ 07/07/2021

Robustifying Multi-hop QA through Pseudo-Evidentiality Training

This paper studies the bias problem of multi-hop question answering mode...

0 Kyungjae Lee, et al. ∙

∙ 10/18/2020

Meta-path Free Semi-supervised Learning for Heterogeneous Networks

Graph neural networks (GNNs) have been widely used in representation lea...

0 Shin-woo Park, et al. ∙

∙ 09/18/2019

Text Length Adaptation in Sentiment Classification

Can a text classifier generalize well for datasets where the text length...

0 Reinald Kim Amplayo, et al. ∙

∙ 03/06/2019

KBQA: Learning Question Answering over QA Corpora and Knowledge Bases

Question answering (QA) has become a popular way for humans to access bi...

0 Wanyun Cui, et al. ∙

∙ 02/14/2019

Categorical Metadata Representation for Customized Text Classification

The performance of text classification has improved tremendously using i...

0 Jihyeok Kim, 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. ∙

∙ 11/22/2018

AutoSense Model for Word Sense Induction

Word sense induction (WSI), or the task of automatically discovering mul...

0 Reinald Kim Amplayo, et al. ∙

∙ 10/18/2018

Adversarial TableQA: Attention Supervision for Question Answering on Tables

The task of answering a question given a text passage has shown great de...

0 Minseok Cho, et al. ∙

∙ 06/14/2018

Translations as Additional Contexts for Sentence Classification

In sentence classification tasks, additional contexts, such as the neigh...

0 Reinald Kim Amplayo, et al. ∙

∙ 06/14/2018

Cold-Start Aware User and Product Attention for Sentiment Classification

The use of user/product information in sentiment analysis is important, ...

0 Reinald Kim Amplayo, et al. ∙

∙ 06/14/2018

Entity Commonsense Representation for Neural Abstractive Summarization

A major proportion of a text summary includes important entities found i...

0 Reinald Kim Amplayo, et al. ∙

∙ 06/14/2018

Aspect Sentiment Model for Micro Reviews

This paper aims at an aspect sentiment model for aspect-based sentiment ...

0 Reinald Kim Amplayo, et al. ∙

∙ 10/20/2017

Verb Pattern: A Probabilistic Semantic Representation on Verbs

Verbs are important in semantic understanding of natural language. Tradi...

0 Wanyun Cui, et al. ∙

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