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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (1.029)
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Hits 1 – 20 of 1.029
1
On Homophony and Rényi Entropy ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Cotterell, Ryan
;
Meister, Clara
. - : Underline Science Inc., 2021
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2
On the Role of Corpus Ordering in Language Modeling ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Lauren
;
Agrawal, Ameeta
. - : Underline Science Inc., 2021
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3
Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Ehara, Yo
. - : Underline Science Inc., 2021
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4
Analysis of Language Change in Collaborative Instruction Following ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Artzi, Yoav
;
Effenberger, Anna
. - : Underline Science Inc., 2021
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5
Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Sanjeev
;
Koehn, Philipp
. - : Underline Science Inc., 2021
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6
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Wai
;
Bing, Lidong
. - : Underline Science Inc., 2021
BASE
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7
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Chairatanakul, Nuttapong
;
Charoenphakdee, Nontawat
. - : Underline Science Inc., 2021
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8
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Jiang, Jing
;
Lim, Ee-Peng
. - : Underline Science Inc., 2021
BASE
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9
Automatic Bilingual Markup Transfer ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Wuebker, Joern
;
Zenkel, Thomas
. - : Underline Science Inc., 2021
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10
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Li, Yun
;
Lu, Xinyu
. - : Underline Science Inc., 2021
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11
Challenges in Detoxifying Language Models ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Dathathri, Sumanth
;
Glaese, Amelia
. - : Underline Science Inc., 2021
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12
SD-QA: Spoken Dialectal Question Answering for the Real World ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Alam, Md Mahfuz Ibn
;
Anastasopoulos, Antonios
. - : Underline Science Inc., 2021
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13
Plan-then-Generate: Controlled Data-to-Text Generation via Planning ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Nigel
;
Fang, Yimai
. - : Underline Science Inc., 2021
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14
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gales, Mark
;
Manakul, Potsawee
. - : Underline Science Inc., 2021
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15
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Beguš, Gašper
. - : Underline Science Inc., 2021
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16
Live Session - 4E: Phonology, Morphology and Word Segmentation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
. - : Underline Science Inc., 2021
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17
Signed Coreference Resolution ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Yin, Kayo
. - : Underline Science Inc., 2021
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18
Backtranslation in Neural Morphological Inflection ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Hulden, Mans
;
Liu, Ling
. - : Underline Science Inc., 2021
Abstract:
Backtranslation is a common technique for leveraging unlabeled data in low-resource scenarios in machine translation. The method is directly applicable to morphological inflection generation if unlabeled word forms are available. This paper evaluates the potential of backtranslation for morphological inflection using data from six languages with labeled data drawn from the SIGMORPHON shared task resource and unlabeled data from different sources. Our core finding is that backtranslation can offer modest improvements in low-resource scenarios, but only if the unlabeled data is very clean and has been filtered by the same annotation standards as the labeled data. ...
Keyword:
Computational Linguistics
;
Machine Learning
;
Machine Learning and Data Mining
;
Machine translation
;
Natural Language Processing
URL:
https://dx.doi.org/10.48448/mhc1-hn61
https://underline.io/lecture/39458-backtranslation-in-neural-morphological-inflection
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19
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
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20
Translating Headers of Tabular Data: A Pilot Study of Schema Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Gao, Yan
;
Guo, Jiaqi
. - : Underline Science Inc., 2021
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