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81
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ...
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82
Generalization in Generation: A closer look at Exposure Bias
In: Proceedings of the 3rd Workshop on Neural Generation and Translation (2019)
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83
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
In: Transactions of the Association for Computational Linguistics, Vol 7, Pp 313-325 (2019) (2019)
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84
Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the “Speaking rosetta” JSALT 2017 workshop
In: ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.archives-ouvertes.fr/hal-01709578 ; ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Alberta, Canada (2018)
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85
Evaluating phonemic transcription of low-resource tonal languages for language documentation
In: LREC 2018 (Language Resources and Evaluation Conference) ; https://halshs.archives-ouvertes.fr/halshs-01709648 ; LREC 2018 (Language Resources and Evaluation Conference), May 2018, Miyazaki, Japan. pp.3356-3365 (2018)
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86
Integrating automatic transcription into the language documentation workflow: Experiments with Na data and the Persephone toolkit
In: ISSN: 1934-5275 ; EISSN: 1934-5275 ; Language Documentation & Conservation ; https://halshs.archives-ouvertes.fr/halshs-01841979 ; Language Documentation & Conservation, University of Hawaiʻi Press 2018, 12, pp.393-429 ; hdl.handle.net/10125/24793 (2018)
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87
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ...
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88
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models ...
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89
Towards a General-Purpose Linguistic Annotation Backend ...
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90
Multi-Source Neural Machine Translation with Missing Data ...
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91
Rapid Adaptation of Neural Machine Translation to New Languages ...
Neubig, Graham; Hu, Junjie. - : arXiv, 2018
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92
Findings of the Second Workshop on Neural Machine Translation and Generation ...
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93
Stress Test Evaluation for Natural Language Inference ...
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94
Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop ...
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95
Attentive Interaction Model: Modeling Changes in View in Argumentation ...
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96
Neural Cross-Lingual Named Entity Recognition with Minimal Resources ...
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97
Neural Lattice Language Models ...
Buckman, Jacob; Neubig, Graham. - : arXiv, 2018
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98
Zero-shot Neural Transfer for Cross-lingual Entity Linking ...
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99
Neural Factor Graph Models for Cross-lingual Morphological Tagging ...
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100
A Tree-based Decoder for Neural Machine Translation ...
Abstract: Recent advances in Neural Machine Translation (NMT) show that adding syntactic information to NMT systems can improve the quality of their translations. Most existing work utilizes some specific types of linguistically-inspired tree structures, like constituency and dependency parse trees. This is often done via a standard RNN decoder that operates on a linearized target tree structure. However, it is an open question of what specific linguistic formalism, if any, is the best structural representation for NMT. In this paper, we (1) propose an NMT model that can naturally generate the topology of an arbitrary tree structure on the target side, and (2) experiment with various target tree structures. Our experiments show the surprising result that our model delivers the best improvements with balanced binary trees constructed without any linguistic knowledge; this model outperforms standard seq2seq models by up to 2.1 BLEU points, and other methods for incorporating target-side syntax by up to 0.7 BLEU. ... : Accepted as a short paper at the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1808.09374
https://arxiv.org/abs/1808.09374
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