Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

2 November 2018

Papers citing "Abstractive Summarization of Reddit Posts with Multi-level Memory Networks"

50 / 122 papers shown

Title
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 31 39 0 30 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 25 4 0 26 Oct 2022
Controlled Text Reduction Aviv Slobodkin Paul Roit Eran Hirsch Ori Ernst Ido Dagan 56 10 0 24 Oct 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts Hongli Zhan Tiberiu Sosea Cornelia Caragea Junjie Li 41 5 0 22 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Chenyu You Nancy F. Chen 32 14 0 17 Oct 2022
EDU-level Extractive Summarization with Varying Summary Lengths Yuping Wu Ching-Hsun Tseng Jia-Yu Shang Shengzhong Mao Goran Nenadic Xiaojun Zeng 25 4 0 08 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 31 119 0 30 Sep 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 75 98 0 30 Sep 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 23 0 29 Sep 2022
Text Summarization with Oracle Expectation Yumo Xu Mirella Lapata VLM 19 4 0 26 Sep 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 28 47 0 21 Aug 2022
Template-based Abstractive Microblog Opinion Summarisation I. Bilal Bo Wang Adam Tsakalidis Dong Nguyen Rob Procter M. Liakata 30 10 0 08 Aug 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 83 122 0 03 Jul 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 31 2 0 21 Jun 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 51 352 0 17 Jun 2022
An Exploration of Post-Editing Effectiveness in Text Summarization Vivian Lai Alison Smith-Renner Ke Zhang Ruijia Cheng Wenjuan Zhang Joel R. Tetreault Alejandro Jaimes 12 1 0 13 Jun 2022
MentSum: A Resource for Exploring Summarization of Mental Health Online Posts Sajad Sotudeh Nazli Goharian Zachary Young AI4MH 27 13 0 02 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 18 12 0 25 May 2022
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback Duy-Hung Nguyen Nguyen-Viet-Dung Nghiem Bao-Sinh Nguyen Dung Tien Le Shahab Sabahi Minh Le Nguyen Hung Le 29 13 0 12 Apr 2022
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization Brydon Parker A. Sokolov Mahtab Ahmed Matt Kalebic S. Koçak Ofer Shai 27 1 0 06 Apr 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Chenyu You Nancy F. Chen MoE 16 91 0 13 Mar 2022
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation Tianxiang Sun Xiangyang Liu Wei-wei Zhu Zhichao Geng Lingling Wu Yilong He Yuan Ni Guotong Xie Xuanjing Huang Xipeng Qiu 37 40 0 03 Mar 2022
NewsPod: Automatic and Interactive News Podcasts Philippe Laban Elicia Ye Srujay Korlakunta John F. Canny Marti A. Hearst 19 22 0 15 Feb 2022
CM3: A Causal Masked Multimodal Model of the Internet Armen Aghajanyan Po-Yao (Bernie) Huang Candace Ross Vladimir Karpukhin Hu Xu ... Dmytro Okhonko Mandar Joshi Gargi Ghosh M. Lewis Luke Zettlemoyer 15 155 0 19 Jan 2022
Cross Modal Retrieval with Querybank Normalisation Simion-Vlad Bogolin Ioana Croitoru Hailin Jin Yang Liu Samuel Albanie 27 84 0 23 Dec 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh Hanieh Deilamsalehi Franck Dernoncourt Nazli Goharian 41 9 0 04 Oct 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 35 34 0 22 Sep 2021
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chen An Ming Zhong Zhichao Geng Jianqiang Yang Xipeng Qiu RALM 20 23 0 16 Sep 2021
HTLM: Hyper-Text Pre-Training and Prompting of Language Models Armen Aghajanyan Dmytro Okhonko M. Lewis Mandar Joshi Hu Xu Gargi Ghosh Luke Zettlemoyer VLM VPVLM AI4TS AI4CE 19 76 0 14 Jul 2021
Can Transformer Models Measure Coherence In Text? Re-Thinking the Shuffle Test Philippe Laban Luke Dai Lucas Bandarkar Marti A. Hearst 14 26 0 07 Jul 2021
How well do you know your summarization datasets? Priyam Tejaswin Dhruv Naik Peng Liu 33 26 0 21 Jun 2021
Neural Abstractive Unsupervised Summarization of Online News Discussions Ignacio Tampe Palma Marcelo Mendoza E. Milios 13 6 0 07 Jun 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 35 45 0 25 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 223 180 0 18 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 43 430 0 18 Apr 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 46 81 0 21 Mar 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 48 38 0 18 Feb 2021
Unsupervised Extractive Summarization using Pointwise Mutual Information Vishakh Padmakumar He He 11 46 0 11 Feb 2021
GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation Daniel Khashabi Gabriel Stanovsky Jonathan Bragg Nicholas Lourie Jungo Kasai Yejin Choi Noah A. Smith Daniel S. Weld 21 20 0 17 Jan 2021
Few-Shot Text Generation with Pattern-Exploiting Training Timo Schick Hinrich Schütze 33 145 0 22 Dec 2020
Improving unsupervised anomaly localization by applying multi-scale memories to autoencoders Yifei Yang Shibing Xiang Ruixiang Zhang 25 7 0 21 Dec 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 32 37 0 27 Nov 2020
Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog Shen Gao Preslav Nakov Li Liu Dongyan Zhao Rui Yan 24 14 0 05 Nov 2020
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Beliz Gunel Jingfei Du Alexis Conneau Ves Stoyanov 18 499 0 03 Nov 2020
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 22 46 0 02 Nov 2020
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering Junru Lu Gabriele Pergola Lin Gui Binyang Li Yulan He 14 8 0 01 Nov 2020
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Chenyu You Dragomir R. Radev Yashar Mehdad 123 95 0 24 Oct 2020
Learning to Summarize Long Texts with Memory Compression and Transfer Jaehong Park Jonathan Pilault C. Pal 33 0 0 21 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 11 256 0 15 Oct 2020
Compressive Summarization with Plausibility and Salience Modeling Shrey Desai Jiacheng Xu Greg Durrett 28 18 0 15 Oct 2020