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伊藤 甲斐
猪俣 慶樹
岡田 正平
梶原 智之
後藤 大明
須戸 悠太
髙橋 寛治
竹野 峻輔
林 秀治
松本 宏
三上 侑城
宮西 由貴
村松 祐希
山本 和英
Gamar Ivan Azuaje Suarez
Nguyen Van Hai
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相田太一
1月 6, 2019
相田 太一
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文献紹介
・発表分
Reference Network for Neural Machine Translation(2020/02/10) [
paper
] [
slide
] [video]
OpenKiwi: An Open Source Framework for Quality Estimation(2020/01/10) [
paper
] [
slide
] [
video
]
Exploring Prediction Uncertainty in Machine Translation Quality Estimation(2019/12/17) [
paper
] [
slide
] [
video
]
Improving Back-Translation with Uncertainty-based Confidence Estimation(2019/11/26) [
paper
] [
slide
] [
video
]
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance(2019/10/15) [
paper
] [
slide
] [
video
]
Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology(2019/09/17) [
paper
] [
slide
] [
video
]
Attention is not not Explanation(2019/08/28)
[
paper
] [
slide
] [
video
]
参考文献
Attention is not Explanation [
paper
] [
slide1
] [
slide2
]
著者の記事 [
link
]
Improving Machine Translation Quality Estimation with Neural Network Features(2019/07/03) [
paper
] [
slide
] [
video
]
参照訳を必要としない単語分散表現による異言語間類似度を用いた訳文の自動評価(2019/06/13) [
paper
] [
slide
] [
video
]
参考文献
EMD [
link
]
deepQuest:
A Framework for Neural-based Quality Estimation(2019/05/07)
[
paper
] [
slide
] [
video
]
参考文献
QEについて [
link
]
baselineとか [
paper
]
POSTECH [
paper
]
ELDEN: Improved Entity Linking using Densified Knowledge Graphs(2019/04/01)
[
paper
] [
slide
] [
video
]
参考文献
Baseline [
paper
]
w2v negative samplingの目的関数 [
paper
]
Universal Language Model Fine-tuning for Text Classification(2019/03/25)
[
paper
] [
slide
] [
video
]
参考文献
AWD-LSTM [
paper
]
Language Model fine-turning [
paper
]
Triangular learning rate [
paper
]
"chain-thaw"：後ろの層から順番にfine-turning [
paper
]
Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization(2019/02/20)
[
paper
] [
slide
] [
video
]
正誤情報と文法誤りパターンを考慮した単語分散表現を用いた文法誤り検出(2019/01/29)
[
paper
] [
slide
] [
video
]
・参加分
Bayesian Compression for Natural Language Processing(2019/09/02)
Soft Contextual Data Augmentation for Neural Machine Translation(2019/08/30)
Better Word Embeddings by Disentangling Contextual n-Gram
Information(2019/08/30)
Medical Word Embeddings for Spanish: Development and Evaluation(2018/08/28)
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing(2019/08/08)
Adapting Grammatical Error Correction Based on the Native Language(2019/08/05)
Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Dat
a(2019/08/05)
Decomposable Neural Paraphrase Generation(2019/07/23)
Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications(2019/07/23)
Contextual String Embeddings for Sequence Labeling(2019/07/17)
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models(2019/07/17)
Ground Truth for Grammatical Error Correction Metrics(2019/07/16)
Why are Sequence-to-Sequence Models So Dull?(2019/07/09)
Analyzing the Limitations of Cross-lingual Word Embedding Mappings(2019/06/25)
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings(2019/06/19)
Grammar Error Correction in Morphologically Rich Languages: The Case of Russian(2019/06/19)
Addressing Troublesome Words in Neural Machine Translation(2019/06/05)
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction(2019/06/05)
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop(2019/06/04)
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network(2019/06/04)
Similarity-Based Reconstruction Loss for Meaning Representation(2019/05/28)
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction(2019/05/15)
Neural Grammatical Error Correction with Finite State Transducers(2019/05/15)
Nonparametric Spherical Topic Modeling with Word Embeddings(2019/05/14)
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings(2019/05/08)
Context-Aware Cross-Lingual Mapping(2019/05/08)
対話破綻検出の対話システムへの適用(2019/05/07)
Biomedical Document Retrieval for Clinical Decision Support System(2019/04/23)
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification(2019/04/23)
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data(2019/04/17)
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation(2019/04/17)
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms(2019/04/08)
Bayesian Optimization of Text Representations(2019/04/08)
Exploring Semantic Properties of Sentence Embeddings(2019/04/04)
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses(
2019/04/01)
Dynamic Data Selection for Neural Machine Translation(2019/03/28)
Hierarchical Recurrent Attention Network for Response Generation(2019/03/25)
共変量シフトの問題としての語義曖昧性の領域適応(2019/03/25)
Unsupervised Statistical Machine Translation(2019/03/20)
Attention is not Explanation(2019/03/19)
二値符号予測と誤り訂正を用いたニューラル翻訳モデル(2019/03/05)
Neural Semantic Encoders(2019/03/05)
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation(2019/02/27)
A Document Descriptor using Covariance of Word Vectors(2019/02/27)
Dialogue-act-driven Conversation Model: An Experimental Study(2019/02/25)
Stochastic Gradient MCMCによるスケーラブルなトピックモデルの推定(2019/02/20)
Named Entity Recognition With Parallel Recurrent Neural Networks(2019/02/19)
Effectively Crowdsourcing Radiology Report Annotations(2019/02/19)
Zero-Shot Dialog Generation with Cross-Domain Latent Action(2019/02/18)
More is not always better:
balancing sense distributions for all-words(2019/02/14)
Detecting Online Hate Speech Using Context Aware Models(2019/02/13)
End-to-End Memory Networks, Gated End-to-End Memory Networks(2019/02/12)
Emo2Vec: Learning Generalized Emotion Representation by Multi-task
Training(2019/02/06)
Automated Evaluation of Out-of-Context Errors(2019/02/06)
Stress Test Evaluation for Natural Language Inference(2019/01/30)
対話行為に固有の特徴を考慮した自由対話システムにおける対話行為推定(2019/01/30)
Correction of OCR Word Segmentation Errors in Articles from the ACL Collection through Neural Machine Translation Methods(2019/01/30)
Modeling Naive Psychology of Characters in Simple Commonsense Stories(2019/01/30)
自然演繹に基づく論理推論の文間類似度学習・含意関係認識への応用(2019/01/29)
Attention-based LSTM for Aspect-level Sentiment Classification(2019/01/28)
Phrase-level Self-Attention Networks for Universal Sentence Encoding(2019/01/28)
Pay Less Attention with Lightweight and Dynamic Convolutions(2019/01/24)
Bag-of-Words as Target for Neural Machine Translation
(2019/01/22)
Neural Quality Estimation of Grammatical Error Correction(2019/01/22)
Understanding Back-Translation at Scale (2019/01/07)
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