{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T05:29:13Z","timestamp":1730266153422,"version":"3.28.0"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,18]],"date-time":"2021-07-18T00:00:00Z","timestamp":1626566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,18]],"date-time":"2021-07-18T00:00:00Z","timestamp":1626566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,18]],"date-time":"2021-07-18T00:00:00Z","timestamp":1626566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,18]]},"DOI":"10.1109\/ijcnn52387.2021.9533717","type":"proceedings-article","created":{"date-parts":[[2021,9,20]],"date-time":"2021-09-20T21:27:41Z","timestamp":1632173261000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["A Structural Transformer with Relative Positions in Trees for Code-to-Sequence Tasks"],"prefix":"10.1109","author":[{"given":"Johannes","family":"Villmow","sequence":"first","affiliation":[]},{"given":"Adrian","family":"Ulges","sequence":"additional","affiliation":[]},{"given":"Ulrich","family":"Schwanecke","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1195"},{"key":"ref38","first-page":"311","article-title":"Bleu: a method for automatic evaluation of machine translation","author":"papineni","year":"2002","journal-title":"Proceedings of the 40th Annual Meeting on Association for Computational Linguistics  - ACL '02"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013159"},{"key":"ref32","article-title":"Modeling vocabulary for big code machine learning","author":"babii","year":"0","journal-title":"ArXiv Preprint"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3192366.3192412"},{"key":"ref30","volume":"abs 1512 567","author":"szegedy","year":"2015","journal-title":"Rethinking the inception architecture for computer vision"},{"journal-title":"UCI Source Code Data Sets","year":"2010","author":"lopes","key":"ref37"},{"journal-title":"CodeSearchNet Challenge Evaluating the State of Semantic Code Search","year":"2019","author":"husain","key":"ref36"},{"journal-title":"Graph2Seq Graph to Sequence Learning with Attention-based Neural Networks","year":"2018","author":"xu","key":"ref35"},{"key":"ref34","volume":"abs 1904 2660","author":"leclair","year":"2019","journal-title":"Recommendations for datasets for source code summarization"},{"journal-title":"Code prediction by feeding trees to transformers","year":"2020","author":"kim","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-2074"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-5010"},{"key":"ref12","volume":"abs 1907 12412","author":"sun","year":"2019","journal-title":"Ernie 2 0 A continual pre-training framework for language understanding"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.29007\/pjn4"},{"key":"ref14","article-title":"Neural machine translation by jointly learning to align and translate","author":"bahdanau","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref15","first-page":"1243","article-title":"Convolutional sequence to sequence learning","volume":"70","author":"gehring","year":"2017","journal-title":"Proceedings of the 34th International Conference on Machine Learning-Volume"},{"key":"ref16","first-page":"5998","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref17","first-page":"2692","article-title":"Pointer networks","author":"vinyals","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-1099"},{"key":"ref19","article-title":"Neural machine translation of rare words with subword units","author":"sennrich","year":"2015","journal-title":"ArXiv Preprint"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3297001.3297023"},{"key":"ref28","article-title":"Structured neural summarization","volume":"abs 1811 1824","author":"fernandes","year":"2018","journal-title":"CoRR"},{"key":"ref3","article-title":"Sqlnet: Generating structured queries from natural language without reinforcement learning","author":"xu","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref27","article-title":"Im-proved code summarization via a graph neural network","author":"leclair","year":"2020","journal-title":"2020 IEEE\/ACM International Conference on Program Comprehension"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3290353"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3180155.3180167"},{"journal-title":"The ancestral matrix of a rooted tree","year":"2018","author":"andriantiana","key":"ref29"},{"key":"ref8","first-page":"12 081","article-title":"Novel positional encodings to enable tree-based transformers","volume":"32","author":"shiv","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref7","first-page":"4171","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2019","journal-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies Volume 1 (Long and Short Papers)"},{"key":"ref2","article-title":"code2seq: Generating sequences from structured representations of code","author":"alon","year":"2019","journal-title":"International Conference on Learning Representations"},{"key":"ref9","article-title":"Tree-structured attention with hierarchical accumulation","author":"nguyen","year":"2020","journal-title":"ArXiv Preprint"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSM.1998.738528"},{"key":"ref20","volume":"abs 1709 6182","author":"allamanis","year":"2017","journal-title":"A survey of machine learning for big code and naturalness"},{"key":"ref22","article-title":"Codebert: A pre-trained model for programming and natural languages","author":"feng","year":"2020","journal-title":"ArXiv Preprint"},{"key":"ref21","first-page":"2091","article-title":"A convolutional attention network for extreme summarization of source code","author":"allamanis","year":"2016","journal-title":"International Conference on Machine Learning"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1492"},{"key":"ref24","volume":"abs 1704 1696","author":"yin","year":"2017","journal-title":"A Syntactic Neural Model for General-Purpose Code Generation"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N19-4009"},{"key":"ref23","article-title":"Im-proved semantic representations from tree-structured long short-term memory networks","author":"tai","year":"2015","journal-title":"ArXiv Preprint"},{"key":"ref26","volume":"abs 1902 1954","author":"leclair","year":"2019","journal-title":"A neural model for generating natural language summaries of program subroutines"},{"key":"ref43","article-title":"Pay less attention with lightweight and dynamic convolutions","author":"wu","year":"2019","journal-title":"ArXiv Preprint"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3196321.3196334"}],"event":{"name":"2021 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2021,7,18]]},"location":"Shenzhen, China","end":{"date-parts":[[2021,7,22]]}},"container-title":["2021 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9533266\/9533267\/09533717.pdf?arnumber=9533717","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:45:49Z","timestamp":1652197549000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9533717\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,18]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/ijcnn52387.2021.9533717","relation":{},"subject":[],"published":{"date-parts":[[2021,7,18]]}}}