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1
StructSum: Summarization via Structured Representations ...
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2
Harnessing Code Switching to Transcend the Linguistic Barrier ...
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3
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ...
Wang, Zirui; Xie, Jiateng; Xu, Ruochen. - : arXiv, 2019
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4
Learning Rhyming Constraints using Structured Adversaries ...
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5
Language Technologies for Humanitarian Aid ...
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6
Language Technologies for Humanitarian Aid ...
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7
Active Semi-Supervised Learning for Improving Word Alignment ...
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8
Active Semi-Supervised Learning for Improving Word Alignment ...
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9
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ...
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10
An Efficient Interlingua Translation System for Multi-lingual Document Production ...
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11
ParaMor: Finding Paradigms across Morphology ...
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12
ParaMor: Minimally-Supervised Induction of Paradigm Structure and Morphological Analysis ...
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13
ParaMor: Finding Paradigms across Morphology ...
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14
ParaMor: Finding Paradigms across Morphology ...
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ParaMor: Finding Paradigms across Morphology ...
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16
Neural Cross-Lingual Named Entity Recognition with Minimal Resources ...
Abstract: For languages with no annotated resources, unsupervised transfer of natural language processing models such as named-entity recognition (NER) from resource-rich languages would be an appealing capability. However, differences in words and word order across languages make it a challenging problem. To improve mapping of lexical items across languages, we propose a method that finds translations based on bilingual word embeddings. To improve robustness to word order differences, we propose to use self-attention, which allows for a degree of flexibility with respect to word order. We demonstrate that these methods achieve state-of-the-art or competitive NER performance on commonly tested languages under a cross-lingual setting, with much lower resource requirements than past approaches. We also evaluate the challenges of applying these methods to Uyghur, a low-resource language. ... : EMNLP 2018 long paper ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1808.09861
https://arxiv.org/abs/1808.09861
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17
Zero-shot Neural Transfer for Cross-lingual Entity Linking ...
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18
Anaphora Resolution: A Multi-Strategy Approach, ...
Carbonell, Jaime G.; Brown, Ralf D.. - : Figshare, 2018
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19
Anaphora Resolution: A Multi-Strategy Approach ...
Carbonell, Jaime G.; Brown, Ralf D. - : Figshare, 2018
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20
Anaphora Resolution: A Multi-Strategy Approach, ...
Carbonell, Jaime G.; Brown, Ralf D.. - : Figshare, 2018
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