Toward Abstractive Summarization Using Semantic Representations

25 May 2018

Papers citing "Toward Abstractive Summarization Using Semantic Representations"

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Title
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 249 96 0 05 Mar 2024
Strictly Breadth-First AMR Parsing Chenyao Yu D. Gildea 61 0 0 08 Nov 2022
A Survey : Neural Networks for AMR-to-Text Hongyu Hao Guangtong Li Zhiming Hu Huafeng Wang 61 1 0 15 Jun 2022
Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings Yi Liang 87 0 0 13 Jun 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics Ayal Klein Eran Hirsch Ron Eliav Valentina Pyatkin Avi Caciularu Ido Dagan 97 13 0 23 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Hongzhi Zhang AI4TS 51 7 0 24 Apr 2022
Graph Pre-training for AMR Parsing and Generation Xuefeng Bai Yulong Chen Yue Zhang SSL 114 103 0 15 Mar 2022
DocAMR: Multi-Sentence AMR Representation and Evaluation Tahira Naseem Austin Blodgett Yara Rizk Timothy J. O'Gorman Young-Suk Lee Jeffrey Flanigan Ramón Fernández Astudillo Radu Florian Salim Roukos Nathan Schneider 65 17 0 15 Dec 2021
An analysis of document graph construction methods for AMR summarization Fei-Tzin Lee Chris Kedzie Nakul Verma Kathleen McKeown 36 9 0 27 Nov 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing Jiawei Zhou Tahira Naseem Ramón Fernández Astudillo Young-Suk Lee Radu Florian Salim Roukos 89 43 0 29 Oct 2021
Self-Attentive Constituency Parsing for UCCA-based Semantic Parsing Necva Bölücü Burcu Can 40 6 0 01 Oct 2021
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions Daniel Weiss Paul Roit Ayal Klein Ori Ernst Ido Dagan 58 18 0 26 Sep 2021
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset Luyu Wang Yujia Li Ozlem Aslan Oriol Vinyals 55 26 0 20 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 78 46 0 25 May 2021
Semantic Representation for Dialogue Modeling Xuefeng Bai Yulong Chen Linfeng Song Yue Zhang 129 53 0 21 May 2021
Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Ruifeng Yuan Zili Wang Wenjie Li 71 22 0 19 Nov 2020
Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles Amanuel Alambo Cori Lohstroh Erik Madaus Swati Padhee Brandy Foster Tanvi Banerjee K. Thirunarayan M. Raymer 145 15 0 03 Nov 2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing Chunchuan Lyu Shay B. Cohen Ivan Titov 128 11 0 23 Oct 2020
What Have We Achieved on Text Summarization? Dandan Huang Leyang Cui Sen Yang Guangsheng Bao Kun Wang Jun Xie Yue Zhang 118 109 0 09 Oct 2020
Online Back-Parsing for AMR-to-Text Generation Xuefeng Bai Linfeng Song Yue Zhang 74 17 0 09 Oct 2020
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion Logan Lebanoff Franck Dernoncourt Doo Soon Kim W. Chang Fei Liu CVBM 66 18 0 08 Oct 2020
Text Recognition in the Wild: A Survey Xiaoxue Chen Lianwen Jin Yuanzhi Zhu Canjie Luo Tianwei Wang 3DV 128 105 0 07 May 2020
Controlling the Amount of Verbatim Copying in Abstractive Summarization Kaiqiang Song Bingqing Wang Z. Feng Liu Ren Fei Liu 78 51 0 23 Nov 2019
Joint Parsing and Generation for Abstractive Summarization Kaiqiang Song Logan Lebanoff Qipeng Guo Xipeng Qiu Xiangyang Xue Chen Li Dong Yu Fei Liu 83 30 0 23 Nov 2019
Graph Transformer for Graph-to-Sequence Learning Deng Cai W. Lam 82 227 0 18 Nov 2019
Concept Pointer Network for Abstractive Summarization W. Wenbo Yang Gao Huang Heyan Yuxiang Zhou 53 39 0 18 Oct 2019
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs Angela Fan Claire Gardent Chloé Braud Antoine Bordes 85 102 0 18 Oct 2019
Analyzing Sentence Fusion in Abstractive Summarization Logan Lebanoff John Muchovej Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu 77 42 0 01 Oct 2019
Core Semantic First: A Top-down Approach for AMR Parsing Deng Cai W. Lam GNN 76 54 0 10 Sep 2019
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization Taehee Jung Dongyeop Kang L. Mentch Eduard H. Hovy 72 52 0 30 Aug 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 141 136 0 22 Jul 2019
Automatic Accuracy Prediction for AMR Parsing Juri Opitz Anette Frank 71 8 0 17 Apr 2019
Automatic text summarization: What has been done and what has to be done Abdelkrime Aries D. Zegour Walid-Khaled Hidouci 62 24 0 01 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 104 71 0 27 Mar 2019
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Daniel Hershcovich Zohar Aizenbud Leshem Choshen Elior Sulem A. Rappoport Omri Abend 92 36 0 06 Mar 2019
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 119 212 0 05 Nov 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 81 19 0 12 Oct 2018
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts Chih-Wen Goo Yun-Nung Chen 100 128 0 15 Sep 2018
Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation Hardy Hardy Andreas Vlachos 70 69 0 28 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 58 157 0 19 Aug 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 89 76 0 14 Jun 2018
Abstract Meaning Representation for Multi-Document Summarization Kexin Liao Logan Lebanoff Fei Liu 54 105 0 14 Jun 2018
SemEval 2019 Shared Task: Cross-lingual Semantic Parsing with UCCA - Call for Participation Daniel Hershcovich Leshem Choshen Elior Sulem Zohar Aizenbud A. Rappoport Omri Abend 26 2 0 31 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 74 135 0 28 May 2018
AMR Parsing as Graph Prediction with Latent Alignment Chunchuan Lyu Ivan Titov GNN BDL 88 128 0 14 May 2018
Acquisition of Phrase Correspondences using Natural Deduction Proofs Hitomi Yanaka K. Mineshima Pascual Martínez-Gómez D. Bekki 60 22 0 20 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 82 201 0 17 Apr 2018
ConvAMR: Abstract meaning representation parsing for legal document Lai Dac Viet Vu Trong Sinh Le-Minh Nguyen K. Satoh 3DV 35 8 0 16 Nov 2017
Text Summarization using Abstract Meaning Representation Shibhansh Dohare H. Karnick Vivek Gupta AIMat 63 57 0 06 Jun 2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation Ioannis Konstas Srini Iyer Mark Yatskar Yejin Choi Luke Zettlemoyer AIMat 79 305 0 26 Apr 2017