{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T08:37:26Z","timestamp":1771576646876,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,4,30]],"date-time":"2019-04-30T00:00:00Z","timestamp":1556582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,4,30]]},"DOI":"10.1145\/3310273.3321560","type":"proceedings-article","created":{"date-parts":[[2019,5,8]],"date-time":"2019-05-08T14:11:36Z","timestamp":1557324696000},"page":"174-182","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":19,"title":["Capturing source code semantics via tree-based convolution over API-enhanced AST"],"prefix":"10.1145","author":[{"given":"Long","family":"Chen","sequence":"first","affiliation":[{"name":"Peking University, Beijing, China"}]},{"given":"Wei","family":"Ye","sequence":"additional","affiliation":[{"name":"Peking University, Beijing, China"}]},{"given":"Shikun","family":"Zhang","sequence":"additional","affiliation":[{"name":"Peking University, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2019,4,30]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2635868.2635883"},{"key":"e_1_3_2_1_2_1","volume-title":"Sutton","author":"Allamanis Miltiadis","year":"2017","unstructured":"Miltiadis Allamanis , Earl T. Barr , Premkumar T. Devanbu , and Charles A . Sutton . 2017 . A Survey of Machine Learning for Big Code and Naturalness. Arxiv abs\/1709.06182 (2017). http:\/\/arxiv.org\/abs\/1709.06182 Miltiadis Allamanis, Earl T. Barr, Premkumar T. Devanbu, and Charles A. Sutton. 2017. A Survey of Machine Learning for Big Code and Naturalness. Arxiv abs\/1709.06182 (2017). http:\/\/arxiv.org\/abs\/1709.06182"},{"key":"e_1_3_2_1_3_1","volume-title":"code2seq: Generating Sequences from Structured Representations of Code. CoRR abs\/1808.01400","author":"Alon Uri","year":"2018","unstructured":"Uri Alon , Omer Levy , and Eran Yahav . 2018. code2seq: Generating Sequences from Structured Representations of Code. CoRR abs\/1808.01400 ( 2018 ). Uri Alon, Omer Levy, and Eran Yahav. 2018. code2seq: Generating Sequences from Structured Representations of Code. CoRR abs\/1808.01400 (2018)."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2007.70725"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-2044"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2017.24"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1882291.1882315"},{"key":"e_1_3_2_1_9_1","volume-title":"Proceedings of the 34th International Conference on Machine Learning. 1243--1252","author":"Gehring Jonas","unstructured":"Jonas Gehring , Michael Auli , David Grangier , Denis Yarats , and Yann N. Dauphin . 2017. Convolutional Sequence to Sequence Learning . In Proceedings of the 34th International Conference on Machine Learning. 1243--1252 . Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, and Yann N. Dauphin. 2017. Convolutional Sequence to Sequence Learning. In Proceedings of the 34th International Conference on Machine Learning. 1243--1252."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2950290.2950334"},{"key":"e_1_3_2_1_11_1","volume-title":"34th International Conference on Software Engineering, ICSE 2012","author":"Hindle Abram","year":"2012","unstructured":"Abram Hindle , Earl T. Barr , Zhendong Su , Mark Gabel , and Premkumar T. Devanbu . 2012. On the naturalness of software . In 34th International Conference on Software Engineering, ICSE 2012 , June 2 --9 , 2012 , Zurich, Switzerland. 837--847. Abram Hindle, Earl T. Barr, Zhendong Su, Mark Gabel, and Premkumar T. Devanbu. 2012. On the naturalness of software. In 34th International Conference on Software Engineering, ICSE 2012, June 2--9, 2012, Zurich, Switzerland. 837--847."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3196321.3196334"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/3304889.3304975"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2007.30"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/3155562.3155583"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1062"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"e_1_3_2_1_18_1","volume-title":"ICML Deep Learning Workshop","volume":"2","author":"Koch Gregory","year":"2015","unstructured":"Gregory Koch , Richard Zemel , and Ruslan Salakhutdinov . 2015 . Siamese neural networks for one-shot image recognition . In ICML Deep Learning Workshop , Vol. 2 . Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. 2015. Siamese neural networks for one-shot image recognition. In ICML Deep Learning Workshop, Vol. 2."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/WCRE.2006.18"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016","author":"Le Phong","year":"2016","unstructured":"Phong Le and Willem H. Zuidema . 2016. Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs . In Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016 , Berlin, Germany , August 11, 2016 . 87--93. Phong Le and Willem H. Zuidema. 2016. Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs. In Proceedings of the 1st Workshop on Representation Learning for NLP, Rep4NLP@ACL 2016, Berlin, Germany, August 11, 2016. 87--93."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3133908"},{"key":"e_1_3_2_1_22_1","volume-title":"Proceedings of the 30th AAAI Conference on Artificial Intelligence. 1287--1293","author":"Mou Lili","year":"2016","unstructured":"Lili Mou , Ge Li , Lu Zhang , Tao Wang , and Zhi Jin . 2016 . Convolutional Neural Networks over Tree Structures for Programming Language Processing . In Proceedings of the 30th AAAI Conference on Artificial Intelligence. 1287--1293 . Lili Mou, Ge Li, Lu Zhang, Tao Wang, and Zhi Jin. 2016. Convolutional Neural Networks over Tree Structures for Programming Language Processing. In Proceedings of the 30th AAAI Conference on Artificial Intelligence. 1287--1293."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25159-2_49"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2013.01.008"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSTW.2009.18"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884877"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSME.2014.77"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSM.2015.7332459"},{"key":"e_1_3_2_1_30_1","volume-title":"Manning","author":"Tai Kai Sheng","year":"2015","unstructured":"Kai Sheng Tai , Richard Socher , and Christopher D . Manning . 2015 . Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing. 1556--1566. Kai Sheng Tai, Richard Socher, and Christopher D. Manning. 2015. Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing. 1556--1566."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3238147.3238206"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.5555\/3172077.3172312"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2970276.2970326"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPC.2019.00021"}],"event":{"name":"CF '19: Computing Frontiers Conference","location":"Alghero Italy","acronym":"CF '19","sponsor":["SIGMICRO ACM Special Interest Group on Microarchitectural Research and Processing"]},"container-title":["Proceedings of the 16th ACM International Conference on Computing Frontiers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3310273.3321560","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3310273.3321560","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:17Z","timestamp":1750212797000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3310273.3321560"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,30]]},"references-count":33,"alternative-id":["10.1145\/3310273.3321560","10.1145\/3310273"],"URL":"https:\/\/doi.org\/10.1145\/3310273.3321560","relation":{},"subject":[],"published":{"date-parts":[[2019,4,30]]},"assertion":[{"value":"2019-04-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}