Survey papers on Natural Language Understanding












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What are some good survey or review papers on the state of the art of machine learning approaches to grammatical/syntactic structure of natural languages?










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    What are some good survey or review papers on the state of the art of machine learning approaches to grammatical/syntactic structure of natural languages?










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      What are some good survey or review papers on the state of the art of machine learning approaches to grammatical/syntactic structure of natural languages?







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          “Grammar as a foreign language” (2015) by Vinyals et al. is not a review paper but is a significant breakthrough by appling sequence-to-sequence deep learning.



          "Advances in natural language processing" (2015) by Hirschberg and Manning provides general overview, including parsing.



          "Recent Trends in Deep Learning Based Natural Language Processing" (2018) https://ieeexplore.ieee.org/document/8416973 by Young et al. covers popular deep learning approaches and list current benchmarks for parsing.






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            $begingroup$

            “Grammar as a foreign language” (2015) by Vinyals et al. is not a review paper but is a significant breakthrough by appling sequence-to-sequence deep learning.



            "Advances in natural language processing" (2015) by Hirschberg and Manning provides general overview, including parsing.



            "Recent Trends in Deep Learning Based Natural Language Processing" (2018) https://ieeexplore.ieee.org/document/8416973 by Young et al. covers popular deep learning approaches and list current benchmarks for parsing.






            share|improve this answer









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              0












              $begingroup$

              “Grammar as a foreign language” (2015) by Vinyals et al. is not a review paper but is a significant breakthrough by appling sequence-to-sequence deep learning.



              "Advances in natural language processing" (2015) by Hirschberg and Manning provides general overview, including parsing.



              "Recent Trends in Deep Learning Based Natural Language Processing" (2018) https://ieeexplore.ieee.org/document/8416973 by Young et al. covers popular deep learning approaches and list current benchmarks for parsing.






              share|improve this answer









              $endgroup$
















                0












                0








                0





                $begingroup$

                “Grammar as a foreign language” (2015) by Vinyals et al. is not a review paper but is a significant breakthrough by appling sequence-to-sequence deep learning.



                "Advances in natural language processing" (2015) by Hirschberg and Manning provides general overview, including parsing.



                "Recent Trends in Deep Learning Based Natural Language Processing" (2018) https://ieeexplore.ieee.org/document/8416973 by Young et al. covers popular deep learning approaches and list current benchmarks for parsing.






                share|improve this answer









                $endgroup$



                “Grammar as a foreign language” (2015) by Vinyals et al. is not a review paper but is a significant breakthrough by appling sequence-to-sequence deep learning.



                "Advances in natural language processing" (2015) by Hirschberg and Manning provides general overview, including parsing.



                "Recent Trends in Deep Learning Based Natural Language Processing" (2018) https://ieeexplore.ieee.org/document/8416973 by Young et al. covers popular deep learning approaches and list current benchmarks for parsing.







                share|improve this answer












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                answered 5 hours ago









                Brian SpieringBrian Spiering

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