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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (1.029)
Cotterell, Ryan (8)
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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
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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
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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
;
Qiang, Jipeng
;
Yuan, Yunhao
;
Zhu, Yi
. - : Underline Science Inc., 2021
Abstract:
The availability of parallel sentence simplification (SS) is scarce for neural SS modelings. We propose an unsupervised method to build SS corpora from large-scale bilingual translation corpora, alleviating the need for SS supervised corpora. Our method is motivated by the following two findings: neural machine translation model usually tends to generate more high-frequency tokens and the difference of text complexity levels exists between the source and target language of a translation corpus. By taking the pair of the source sentences of translation corpus and the translations of their references in a bridge language, we can construct large-scale pseudo parallel SS data. Then, we keep these sentence pairs with a higher complexity difference as SS sentence pairs. The building SS corpora with an unsupervised approach can satisfy the expectations that the aligned sentences preserve the same meanings and have difference in text complexity levels. Experimental results show that SS methods trained by our corpora ...
URL:
https://dx.doi.org/10.48448/bsjw-4x44
https://underline.io/lecture/38344-an-unsupervised-method-for-building-sentence-simplification-corpora-in-multiple-languages
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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
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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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