메뉴 건너뛰기




Volumn 1, Issue , 2017, Pages 1993-2003

One-shot neural cross-lingual transfer for paradigm completion

Author keywords

[No Author keywords available]

Indexed keywords

LINGUISTICS;

EID: 85040906098     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.18653/v1/P17-1182     Document Type: Conference Paper
Times cited : (55)

References (60)
  • 2
    • 85021684264 scopus 로고    scopus 로고
    • Improving sequence to sequence learning for morphological inflection generation: The BIU-MIT systems for the SIGMORPHON 2016 shared task for morphological reinflection
    • Roee Aharoni, Yoav Goldberg, and Yonatan Belinkov. 2016. Improving sequence to sequence learning for morphological inflection generation: The BIU-MIT systems for the SIGMORPHON 2016 shared task for morphological reinflection. In SIGMORPHON.
    • (2016) SIGMORPHON
    • Aharoni, R.1    Goldberg, Y.2    Belinkov, Y.3
  • 3
    • 84905690484 scopus 로고    scopus 로고
    • Semi-supervised learning of morphological paradigms and lexicons
    • Malin Ahlberg, Markus Forsberg, and Mans Hulden. 2014. Semi-supervised learning of morphological paradigms and lexicons. In EACL.
    • (2014) EACL
    • Ahlberg, M.1    Forsberg, M.2    Hulden, M.3
  • 5
    • 85083953689 scopus 로고    scopus 로고
    • Neural machine translation by jointly learning to align and translate
    • Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015. Neural machine translation by jointly learning to align and translate. In ICLR.
    • (2015) ICLR
    • Bahdanau, D.1    Cho, K.2    Bengio, Y.3
  • 6
    • 85011973271 scopus 로고    scopus 로고
    • Cross-lingual morphological tagging for low-resource languages
    • Jan Buys and Jan A Botha. 2016. Cross-lingual morphological tagging for low-resource languages. In ACL.
    • (2016) ACL
    • Buys, J.1    Botha, J.A.2
  • 7
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Rich Caruana. 1997. Multitask learning. Machine Learning 28(1):41-75.
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 10
    • 80053226161 scopus 로고    scopus 로고
    • Unsupervised structure prediction with non-parallel multilingual guidance
    • Shay B Cohen, Dipanjan Das, and Noah A Smith. 2011. Unsupervised structure prediction with non-parallel multilingual guidance. In EMNLP.
    • (2011) EMNLP
    • Cohen, S.B.1    Das, D.2    Smith, N.A.3
  • 11
  • 14
    • 84959931508 scopus 로고    scopus 로고
    • Modeling word forms using latent underlying morphs and phonology
    • Ryan Cotterell, Nanyun Peng, and Jason Eisner. 2015. Modeling word forms using latent underlying morphs and phonology. TACL 3:433-447.
    • (2015) TACL , vol.3 , pp. 433-447
    • Cotterell, R.1    Peng, N.2    Eisner, J.3
  • 15
    • 85011933897 scopus 로고    scopus 로고
    • Morphological smoothing and extrapolation of word embeddings
    • Ryan Cotterell, Hinrich Schütze, and Jason Eisner. 2016b. Morphological smoothing and extrapolation of word embeddings. In ACL.
    • (2016) ACL
    • Cotterell, R.1    Schütze, H.2    Eisner, J.3
  • 17
    • 84943812909 scopus 로고    scopus 로고
    • Multi-task learning for multiple language translation
    • Daxiang Dong, Hua Wu, Wei He, Dianhai Yu, and Haifeng Wang. 2015. Multi-task learning for multiple language translation. In ACL-IJCNLP.
    • (2015) ACL-IJCNLP
    • Dong, D.1    Wu, H.2    He, W.3    Yu, D.4    Wang, H.5
  • 18
    • 84905693352 scopus 로고    scopus 로고
    • Supervised learning of complete morphological paradigms
    • Greg Durrett and John DeNero. 2013. Supervised learning of complete morphological paradigms. In NAACL.
    • (2013) NAACL
    • Durrett, G.1    DeNero, J.2
  • 19
    • 80053264667 scopus 로고    scopus 로고
    • Generalizing word lattice translation
    • Christopher Dyer, Smaranda Muresan, and Philip Resnik. 2008. Generalizing word lattice translation. In ACL.
    • (2008) ACL
    • Dyer, C.1    Muresan, S.2    Resnik, P.3
  • 20
    • 84994149005 scopus 로고    scopus 로고
    • Morphological inflection generation using character sequence to sequence learning
    • Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, and Chris Dyer. 2016. Morphological inflection generation using character sequence to sequence learning. In NAACL.
    • (2016) NAACL
    • Faruqui, M.1    Tsvetkov, Y.2    Neubig, G.3    Dyer, C.4
  • 21
    • 85040551838 scopus 로고    scopus 로고
    • Multi-way, multilingual neural machine translation with a shared attention mechanism
    • abs/1601.01073
    • Orhan Firat, KyungHyun Cho, and Yoshua Bengio. 2016. Multi-way, multilingual neural machine translation with a shared attention mechanism. CoRR abs/1601.01073.
    • (2016) CoRR
    • Firat, O.1    KyungHyun, C.2    Bengio, Y.3
  • 23
    • 84890543083 scopus 로고    scopus 로고
    • Speech recognition with deep recurrent neural networks
    • Alex Graves, Abdel-rahman Mohamed, and Geoffrey Hinton. 2013. Speech recognition with deep recurrent neural networks. In IEEE.
    • (2013) IEEE
    • Graves, A.1    Mohamed, A.-R.2    Hinton, G.3
  • 24
    • 27744588611 scopus 로고    scopus 로고
    • Frame-wise phoneme classification with bidirectional lstm and other neural network architectures
    • Alex Graves and Jürgen Schmidhuber. 2005. Frame-wise phoneme classification with bidirectional lstm and other neural network architectures. Neural Networks 18(5):602-610.
    • (2005) Neural Networks , vol.18 , Issue.5 , pp. 602-610
    • Graves, A.1    Schmidhuber, J.2
  • 28
    • 84890527497 scopus 로고    scopus 로고
    • Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers
    • Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, and n Gong. 2013. Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers. In IEEE.
    • (2013) IEEE
    • Huang, J.-T.1    Li, J.2    Yu, D.3    Deng, L.4    Gong, N.5
  • 30
    • 85021738171 scopus 로고    scopus 로고
    • Neural morphological analysis: Encoding-decoding canonical segments
    • Katharina Kann, Ryan Cotterell, and Hinrich Schütze. 2016. Neural morphological analysis: Encoding-decoding canonical segments. In EMNLP.
    • (2016) EMNLP
    • Kann, K.1    Cotterell, R.2    Schütze, H.3
  • 31
    • 85016569920 scopus 로고    scopus 로고
    • Single-model encoder-decoder with explicit morphological representation for reinflection
    • Katharina Kann and Hinrich Schütze. 2016a. Single-model encoder-decoder with explicit morphological representation for reinflection. In ACL.
    • (2016) ACL
    • Kann, K.1    Schütze, H.2
  • 32
    • 85021651823 scopus 로고    scopus 로고
    • MED: The LMU system for the SIGMORPHON 2016 shared task on morphological reinflection
    • Katharina Kann and Hinrich Schütze. 2016b. MED: The LMU system for the SIGMORPHON 2016 shared task on morphological reinflection. In ACL.
    • (2016) ACL
    • Kann, K.1    Schütze, H.2
  • 33
    • 85016988462 scopus 로고    scopus 로고
    • Very-large scale parsing and normalization of wiktionary morphological paradigms
    • Christo Kirov, John Sylak-Glassman, Roger Que, and David Yarowsky. 2016. Very-large scale parsing and normalization of wiktionary morphological paradigms. In LREC.
    • (2016) LREC
    • Kirov, C.1    Sylak-Glassman, J.2    Que, R.3    Yarowsky, D.4
  • 34
    • 84939821079 scopus 로고    scopus 로고
    • A simple way to initialize recurrent networks of rectified linear units
    • abs/1504.00941
    • Quoc V Le, Navdeep Jaitly, and Geoffrey E Hinton. 2015. A simple way to initialize recurrent networks of rectified linear units. CoRR abs/1504.00941.
    • (2015) CoRR
    • Le, Q.V.1    Jaitly, N.2    Hinton, G.E.3
  • 38
    • 84878184179 scopus 로고    scopus 로고
    • Selective sharing for multilingual dependency parsing
    • Tahira Naseem, Regina Barzilay, and Amir Globerson. 2012. Selective sharing for multilingual dependency parsing. In ACL.
    • (2012) ACL
    • Naseem, T.1    Barzilay, R.2    Globerson, A.3
  • 39
    • 84960154310 scopus 로고    scopus 로고
    • Inflection generation as discriminative string transduction
    • Garrett Nicolai, Colin Cherry, and Grzegorz Kondrak. 2015. Inflection generation as discriminative string transduction. In NAACL.
    • (2015) NAACL
    • Nicolai, G.1    Cherry, C.2    Kondrak, G.3
  • 41
    • 57749209096 scopus 로고    scopus 로고
    • Cross-linguistic projection of role-semantic information
    • Sebastian Padó and Mirella Lapata. 2005. Cross-linguistic projection of role-semantic information. In HLT/EMNLP.
    • (2005) HLT/EMNLP
    • Padó, S.1    Lapata, M.2
  • 42
    • 85026954761 scopus 로고    scopus 로고
    • A universal part-of-speech tagset
    • Slav Petrov, Dipanjan Das, and Ryan McDonald. 2012. A universal part-of-speech tagset. In LREC.
    • (2012) LREC
    • Petrov, S.1    Das, D.2    McDonald, R.3
  • 43
    • 34047192804 scopus 로고    scopus 로고
    • Semi-markov conditional random fields for information extraction
    • Sunita Sarawagi and William W Cohen. 2004. Semi-markov conditional random fields for information extraction. In NIPS.
    • (2004) NIPS
    • Sarawagi, S.1    Cohen, W.W.2
  • 44
    • 85021628966 scopus 로고    scopus 로고
    • A graph-based lattice dependency parser for joint morphological segmentation and syntactic analysis
    • Wolfgang Seeker and Özlem Çetinoglu. 2015. A graph-based lattice dependency parser for joint morphological segmentation and syntactic analysis. TACL 3:359-373.
    • (2015) TACL , vol.3 , pp. 359-373
    • Seeker, W.1    Çetinoglu, Ö.2
  • 45
    • 80052215232 scopus 로고    scopus 로고
    • Cross language text classification by model translation and semi-supervised learning
    • Lei Shi, Rada Mihalcea, and Mingjun Tian. 2010. Cross language text classification by model translation and semi-supervised learning. In EMNLP.
    • (2010) EMNLP
    • Shi, L.1    Mihalcea, R.2    Tian, M.3
  • 46
    • 84862303091 scopus 로고    scopus 로고
    • Cross-lingual propagation for morphological analysis
    • Benjamin Snyder and Regina Barzilay. 2008a. Cross-lingual propagation for morphological analysis. In AAAI.
    • (2008) AAAI
    • Snyder, B.1    Barzilay, R.2
  • 47
    • 84859904364 scopus 로고    scopus 로고
    • Unsupervised multilingual learning for morphological segmentation
    • Benjamin Snyder and Regina Barzilay. 2008b. Unsupervised multilingual learning for morphological segmentation. In ACL-HLT.
    • (2008) ACL-HLT
    • Snyder, B.1    Barzilay, R.2
  • 48
    • 84858838547 scopus 로고    scopus 로고
    • Data point selection for cross-language adaptation of dependency parsers
    • Anders Søgaard. 2011. Data point selection for cross-language adaptation of dependency parsers. In ACL-HLT.
    • (2011) ACL-HLT
    • Søgaard, A.1
  • 50
    • 84928547704 scopus 로고    scopus 로고
    • Sequence to sequence learning with neural networks
    • Ilya Sutskever, Oriol Vinyals, and Quoc V Le. 2014. Sequence to sequence learning with neural networks. In NIPS.
    • (2014) NIPS
    • Sutskever, I.1    Vinyals, O.2    Le, Q.V.3
  • 52
    • 84944050302 scopus 로고    scopus 로고
    • A language-independent feature schema for inflectional morphology
    • John Sylak-Glassman, Christo Kirov, David Yarowsky, and Roger Que. 2015. A language-independent feature schema for inflectional morphology. In ACL-IJCNLP.
    • (2015) ACL-IJCNLP
    • Sylak-Glassman, J.1    Kirov, C.2    Yarowsky, D.3    Que, R.4
  • 55
    • 84925984124 scopus 로고    scopus 로고
    • Cross-lingual projected expectation regularization for weakly supervised learning
    • Mengqiu Wang and Christopher D Manning. 2014a. Cross-lingual projected expectation regularization for weakly supervised learning. TACL 2:55-66.
    • (2014) TACL , vol.2 , pp. 55-66
    • Wang, M.1    Manning, C.D.2
  • 56
    • 84925984124 scopus 로고    scopus 로고
    • Cross-lingual pseudo-projected expectation regularization for weakly supervised learning
    • Mengqiu Wang and Christopher D Manning. 2014b. Cross-lingual pseudo-projected expectation regularization for weakly supervised learning. TACL 2:55-66.
    • (2014) TACL , vol.2 , pp. 55-66
    • Wang, M.1    Manning, C.D.2
  • 57
    • 84959875044 scopus 로고    scopus 로고
    • Corpus-level fine-grained entity typing using contextual information
    • Yadollah Yaghoobzadeh and Hinrich Schütze. 2015. Corpus-level fine-grained entity typing using contextual information. In EMNLP.
    • (2015) EMNLP
    • Yaghoobzadeh, Y.1    Schütze, H.2
  • 58
    • 0042357421 scopus 로고    scopus 로고
    • Inducing multilingual text analysis tools via robust projection across aligned corpora
    • David Yarowsky, Grace Ngai, and Richard Wicen-towski. 2001. Inducing multilingual text analysis tools via robust projection across aligned corpora. In HLT.
    • (2001) HLT
    • Yarowsky, D.1    Ngai, G.2    Wicentowski, R.3
  • 59
    • 84905272120 scopus 로고    scopus 로고
    • ADADELTA: An adaptive learning rate method
    • abs/1212.5701
    • Matthew D Zeiler. 2012. ADADELTA: an adaptive learning rate method. CoRR abs/1212.5701.
    • (2012) CoRR
    • Zeiler, M.D.1
  • 60
    • 84994065618 scopus 로고    scopus 로고
    • Multi-source neural translation
    • Barret Zoph and Kevin Knight. 2016. Multi-source neural translation. In NAACL-HLT.
    • (2016) NAACL-HLT
    • Zoph, B.1    Knight, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.