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05/10/2023
WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia
Wikipedia can be edited by anyone and thus contains various quality sent...
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03/10/2023
Is In-hospital Meta-information Useful for Abstractive Discharge Summary Generation?
During the patient's hospitalization, the physician must record daily ob...
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09/20/2022
Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan
Automated summarization of clinical texts can reduce the burden of medic...
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01/27/2022
Learning How to Translate North Korean through South Korean
South and North Korea both use the Korean language. However, Korean NLP ...
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01/20/2022
Construction of a Quality Estimation Dataset for Automatic Evaluation of Japanese Grammatical Error Correction
In grammatical error correction (GEC), automatic evaluation is an import...
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01/17/2022
Proficiency Matters Quality Estimation in Grammatical Error Correction
This study investigates how supervised quality estimation (QE) models of...
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05/15/2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding
The lack of publicly available evaluation data for low-resource language...
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04/17/2021
Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation
Neural machine translation (NMT) has recently gained widespread attentio...
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04/16/2021
Comparison of Grammatical Error Correction Using Back-Translation Models
Grammatical error correction (GEC) suffers from a lack of sufficient par...
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11/04/2020
Chinese Grammatical Correction Using BERT-based Pre-trained Model
In recent years, pre-trained models have been extensively studied, and s...
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10/05/2020
JSSS: free Japanese speech corpus for summarization and simplification
In this paper, we construct a new Japanese speech corpus for speech-base...
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06/23/2020
Keyframe Segmentation and Positional Encoding for Video-guided Machine Translation Challenge 2020
Video-guided machine translation as one of multimodal neural machine tra...
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05/24/2020
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model
Grammatical error correction (GEC) literature has reported on the effect...
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04/07/2020
Towards Multimodal Simultaneous Neural Machine Translation
Simultaneous translation involves translating a sentence before the spea...
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09/11/2019
Dynamic Fusion: Attentional Language Model for Neural Machine Translation
Neural Machine Translation (NMT) can be used to generate fluent output. ...
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09/02/2019
Improving Context-aware Neural Machine Translation with Target-side Context
In recent years, several studies on neural machine translation (NMT) hav...
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07/29/2019
Machine Translation Evaluation with BERT Regressor
We introduce the metric using BERT (Bidirectional Encoder Representation...
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07/23/2019
Towards Unsupervised Grammatical Error Correction using Statistical Machine Translation with Synthetic Comparable Corpus
We introduce unsupervised techniques based on phrase-based statistical m...
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05/24/2019
Debiasing Word Embeddings Improves Multimodal Machine Translation
In recent years, pretrained word embeddings have proved useful for multi...
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05/24/2019
DebiasingWord Embeddings Improves Multimodal Machine Translation
In recent years, pretrained word embeddings have proved useful for multi...
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04/15/2019
Multi-Head Multi-Layer Attention to Deep Language Representations for Grammatical Error Detection
It is known that a deep neural network model pre-trained with large-scal...
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04/03/2019
Multi-task Learning for Japanese Predicate Argument Structure Analysis
An event-noun is a noun that has an argument structure similar to a pred...
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04/01/2019
Multimodal Machine Translation with Embedding Prediction
Multimodal machine translation is an attractive application of neural ma...
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03/01/2019
Chinese-Japanese Unsupervised Neural Machine Translation Using Sub-character Level Information
Unsupervised neural machine translation (UNMT) requires only monolingual...
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01/29/2019
Divide and Generate: Neural Generation of Complex Sentences
We propose a task to generate a complex sentence from a simple sentence ...
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09/28/2018
The Rule of Three: Abstractive Text Summarization in Three Bullet Points
Neural network-based approaches have become widespread for abstractive t...
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09/07/2018
Neural Machine Translation of Logographic Languages Using Sub-character Level Information
Recent neural machine translation (NMT) systems have been greatly improv...
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05/28/2018
Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models
Encoder-decoder models typically only employ words that are frequently u...
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05/25/2018
Japanese Predicate Conjugation for Neural Machine Translation
Neural machine translation (NMT) has a drawback in that can generate onl...
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05/18/2018
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
Sentence representations can capture a wide range of information that ca...
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09/23/2017
Long Short-Term Memory for Japanese Word Segmentation
This study presents a Long Short-Term Memory (LSTM) neural network appro...
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06/26/2017
English-Japanese Neural Machine Translation with Encoder-Decoder-Reconstructor
Neural machine translation (NMT) has recently become popular in the fiel...
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04/04/2017
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention
Previous approaches to training syntax-based sentiment classification mo...
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04/02/2017
Word-Alignment-Based Segment-Level Machine Translation Evaluation using Word Embeddings
One of the most important problems in machine translation (MT) evaluatio...
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03/17/2017
Construction of a Japanese Word Similarity Dataset
An evaluation of distributed word representation is generally conducted ...
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03/15/2017