Structured Neural Summarization

5 November 2018

Papers citing "Structured Neural Summarization"

45 / 45 papers shown

Title
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 30 0 0 11 Apr 2025
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 40 20 0 30 Dec 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 29 7 0 14 Mar 2023
Demystifying What Code Summarization Models Learned Yu Wang Ke Wang 17 0 0 04 Mar 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 19 4 0 07 Feb 2023
Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning Wenting Zhao Ibrahim Abdelaziz Julian T Dolby Kavitha Srinivas M. Helali Essam Mansour 32 0 0 05 Jan 2023
TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks H. Samoaa Antonio Longa Mazen Mohamad M. Chehreghani Philipp Leitner GNN 19 9 0 25 Aug 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 30 30 0 19 Jul 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 26 29 0 15 Jun 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 33 18 0 25 May 2022
Descartes: Generating Short Descriptions of Wikipedia Articles Marija Sakota Maxime Peyrard Robert West VLM 20 2 0 20 May 2022
Compositionality-Aware Graph2Seq Learning Takeshi D. Itoh Takatomi Kubo K. Ikeda 27 0 0 28 Jan 2022
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search Shangqing Liu Xiaofei Xie J. Siow Lei Ma Guozhu Meng Yang Liu GNN 25 53 0 04 Nov 2021
Learning to Describe Solutions for Bug Reports Based on Developer Discussions Sheena Panthaplackel Junjie Li Miloš Gligorić Raymond J. Mooney LMTD 24 10 0 08 Oct 2021
Dependency Structure for News Document Summarization Congbo Ma Wei Emma Zhang Hu Wang Shubham Gupta Mingyu Guo 24 2 0 23 Sep 2021
Impact of Evaluation Methodologies on Code Summarization Pengyu Nie Jiyang Zhang Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 24 19 0 22 Aug 2021
On the Evaluation of Neural Code Summarization Ensheng Shi Yanlin Wang Lun Du Junjie Chen Shi Han Hongyu Zhang Dongmei Zhang Hongbin Sun ELM 122 86 0 15 Jul 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 36 45 0 25 May 2021
Reconstructive Sequence-Graph Network for Video Summarization Bin Zhao Haopeng Li Xiaoqiang Lu Xuelong Li 18 101 0 10 May 2021
Code Structure Guided Transformer for Source Code Summarization Shuzheng Gao Cuiyun Gao Yulan He Jichuan Zeng L. Nie Xin Xia Michael R. Lyu 22 96 0 19 Apr 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 25 97 0 16 Apr 2021
PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code Egor Spirin Egor Bogomolov V. Kovalenko T. Bryksin 36 15 0 23 Mar 2021
Code Summarization with Structure-induced Transformer Hongqiu Wu Hai Zhao Min Zhang 41 84 0 29 Dec 2020
InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 44 104 0 13 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 21 63 0 08 Dec 2020
Pointing to Subwords for Generating Function Names in Source Code Shogo Fujita Hidetaka Kamigaito Hiroya Takamura Manabu Okumura 16 2 0 09 Nov 2020
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 39 91 0 24 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking M. Schlichtkrull Nicola De Cao Ivan Titov AI4CE 36 214 0 01 Oct 2020
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis Ashley Ge Zhang Michael Merrill Yang Liu Jeffrey Heer Tim Althoff ViT 28 13 0 28 Aug 2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations Md Rafiqul Islam Rabin Nghi D. Q. Bui Ke Wang Yijun Yu Lingxiao Jiang Mohammad Amin Alipour 30 90 0 31 Jul 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 23 163 0 09 Jun 2020
A Structural Model for Contextual Code Changes Shaked Brody Uri Alon Eran Yahav KELM 24 7 0 27 May 2020
Learning Semantic Program Embeddings with Graph Interval Neural Network Yu Wang Fengjuan Gao Linzhang Wang Ke Wang GNN 9 63 0 18 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 32 161 0 03 May 2020
Learning to Update Natural Language Comments Based on Code Changes Sheena Panthaplackel Pengyu Nie Miloš Gligorić Junyi Jessy Li Raymond J. Mooney 32 63 0 25 Apr 2020
Typilus: Neural Type Hints Miltiadis Allamanis Earl T. Barr Soline Ducousso Zheng Gao 27 130 0 06 Apr 2020
Code Prediction by Feeding Trees to Transformers Seohyun Kim Jinman Zhao Yuchi Tian S. Chandra 38 216 0 30 Mar 2020
A Toolkit for Generating Code Knowledge Graphs Ibrahim Abdelaziz Julian T Dolby Jamie McCusker Kavitha Srinivas 21 24 0 21 Feb 2020
Adversarial Robustness for Code Pavol Bielik Martin Vechev AAML 22 89 0 11 Feb 2020
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 43 278 0 30 Oct 2019
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Hamel Husain Hongqiu Wu Tiferet Gazit Miltiadis Allamanis Marc Brockschmidt ELM 81 1,050 0 20 Sep 2019
Dual Supervised Learning Yingce Xia Tao Qin Wei-neng Chen Jiang Bian Nenghai Yu Tie-Yan Liu SSL 26 143 0 03 Jul 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015