A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss

16 May 2018

Papers citing "A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss"

39 / 39 papers shown

Title
Stick to Facts: Towards Fidelity-oriented Product Description Generation Zhangming Chan Xiuying Chen Yongliang Wang J. Li Zhiqiang Zhang Kun Gai Dongyan Zhao Rui Yan 69 23 0 11 Mar 2025
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 35 1 0 02 Feb 2023
Universal Evasion Attacks on Summarization Scoring Wenchuan Mu Kwan Hui Lim AAML 30 1 0 25 Oct 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 25 3 0 25 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 57 31 0 22 Oct 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Mohit Bansal 26 19 0 21 Sep 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 73 122 0 03 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 21 29 0 15 Jun 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 24 48 0 21 Apr 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 33 9 0 22 Mar 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 31 0 0 14 Jan 2022
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 17 4 0 05 Nov 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul Mark J. F. Gales 13 5 0 08 Sep 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 17 341 0 25 Jun 2021
Pointing to Subwords for Generating Function Names in Source Code Shogo Fujita Hidetaka Kamigaito Hiroya Takamura Manabu Okumura 11 2 0 09 Nov 2020
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Li Mingzhe Xiuying Chen Shen Gao Zhangming Chan Dongyan Zhao Rui Yan 27 82 0 12 Oct 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 13 10 0 10 Sep 2020
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce Yang Deng Wenxuan Zhanng Wai Lam 16 31 0 27 Aug 2020
Query Understanding via Intent Description Generation Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 21 17 0 25 Aug 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 688 0 24 Jul 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou Sachin Kumar Yulia Tsvetkov 17 10 0 27 Jun 2020
Combination of abstractive and extractive approaches for summarization of long scientific texts Vladislav Tretyak Denis Stepanov 13 10 0 09 Jun 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Xiuying Chen Z. Ren Dongyan Zhao Rui Yan 15 48 0 10 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 27 161 0 03 May 2020
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 16 727 0 28 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 16 101 0 03 Oct 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Shen Gao Xiuying Chen Piji Li Zhangming Chan Dongyan Zhao Rui Yan 16 30 0 19 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 30 68 0 19 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 235 215 0 07 Sep 2019
A Logic-Driven Framework for Consistency of Neural Models Tao Li Vivek Gupta Maitrey Mehta Vivek Srikumar AI4CE 13 101 0 31 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 11 360 0 23 Aug 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 27 18 0 19 Jul 2019
Augmenting Neural Networks with First-order Logic Tao Li Vivek Srikumar 11 109 0 14 Jun 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 23 376 0 16 May 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 28 52 0 03 Apr 2019
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 9 181 0 02 Nov 2018
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts Chih-Wen Goo Yun-Nung (Vivian) Chen 22 128 0 15 Sep 2018
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,254 0 14 Nov 2016
Language as a Latent Variable: Discrete Generative Models for Sentence Compression Yishu Miao Phil Blunsom 201 223 0 23 Sep 2016