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06/26/2023
Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation
In this paper, we introduce a data-driven approach for Formality-Sensiti...
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06/26/2023
Knowledge Graph-Augmented Korean Generative Commonsense Reasoning
Generative commonsense reasoning refers to the task of generating accept...
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06/26/2023
Synthetic Alone: Exploring the Dark Side of Synthetic Data for Grammatical Error Correction
Data-centric AI approach aims to enhance the model performance without m...
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06/26/2023
Transcending Traditional Boundaries: Leveraging Inter-Annotator Agreement (IAA) for Enhancing Data Management Operations (DMOps)
This paper presents a novel approach of leveraging Inter-Annotator Agree...
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06/26/2023
Inter-Annotator Agreement in the Wild: Uncovering Its Emerging Roles and Considerations in Real-World Scenarios
Inter-Annotator Agreement (IAA) is commonly used as a measure of label c...
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03/20/2023
Self-Improving-Leaderboard(SIL): A Call for Real-World Centric Natural Language Processing Leaderboards
Leaderboard systems allow researchers to objectively evaluate Natural La...
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01/02/2023
DMOps: Data Management Operation and Recipes
Data-centric AI has shed light on the significance of data within the ma...
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09/30/2022
QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation
With the recent advance in neural machine translation demonstrating its ...
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09/14/2022
Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models
As pre-trained language models become more resource-demanding, the inequ...
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01/10/2022
Empirical study on BlenderBot 2.0 Errors Analysis in terms of Model, Data and User-Centric Approach
BlenderBot 2.0 is a dialogue model that represents open-domain chatbots ...
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12/08/2021
FreeTalky: Don't Be Afraid! Conversations Made Easier by a Humanoid Robot using Persona-based Dialogue
We propose a deep learning-based foreign language learning platform, nam...
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11/24/2021
A Self-Supervised Automatic Post-Editing Data Generation Tool
Data building for automatic post-editing (APE) requires extensive and ex...
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11/01/2021
A New Tool for Efficiently Generating Quality Estimation Datasets
Building of data for quality estimation (QE) training is expensive and r...
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10/30/2021
Automatic Knowledge Augmentation for Generative Commonsense Reasoning
Generative commonsense reasoning is the capability of a language model t...
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10/30/2021
How should human translation coexist with NMT? Efficient tool for building high quality parallel corpus
This paper proposes a tool for efficiently constructing high-quality par...
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10/28/2021
Empirical Analysis of Korean Public AI Hub Parallel Corpora and in-depth Analysis using LIWC
Machine translation (MT) system aims to translate source language into t...
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09/29/2021
Who says like a style of Vitamin: Towards Syntax-Aware DialogueSummarization using Multi-task Learning
Abstractive dialogue summarization is a challenging task for several rea...
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09/27/2021