Hierarchical Transformers for Multi-Document Summarization

30 May 2019

Yang Liu

Papers citing "Hierarchical Transformers for Multi-Document Summarization"

50 / 69 papers shown

Title
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 145 347 0 20 Feb 2025
Exploring News Summarization and Enrichment in a Highly Resource-Scarce Indian Language: A Case Study of Mizo Abhinaba Bala Ashok Urlana Rahul Mishra Parameswari Krishnamurthy 30 2 0 25 Apr 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models Yuanjie Lyu Zhiyu Li Pengnian Qi Feiyu Xiong Simin Niu Wenjin Wang Hao Wu Huan Liu Tong Xu Enhong Chen RALM 44 33 0 30 Jan 2024
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
A Topic-aware Summarization Framework with Different Modal Side Information Preslav Nakov Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 31 13 0 19 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 28 10 0 15 May 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 May 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 37 7 0 10 Feb 2023
Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis Akshita Jha Adithya Samavedhi Vineeth Rakesh J. Chandrashekar Chandan K. Reddy 19 0 0 07 Feb 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 21 4 0 07 Feb 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 24 8 0 31 Jan 2023
Hierarchical3D Adapters for Long Video-to-text Summarization Pinelopi Papalampidi Mirella Lapata VGen 36 12 0 10 Oct 2022
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization Congbo Ma Wei Emma Zhang Pitawelayalage Dasun Dileepa Pitawela Yutong Qu Haojie Zhuang Hu Wang 34 3 0 13 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 37 16 0 07 Sep 2022
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma Lu Zong 32 0 0 16 Aug 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 63 47 0 01 Jul 2022
Target-aware Abstractive Related Work Generation with Contrastive Learning Preslav Nakov Hind Alamro Li Mingzhe Shen Gao Rui Yan Xin Gao Xiangliang Zhang 3DV 157 27 0 26 May 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
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness Yun-Zhu Song Yi-Syuan Chen Hong-Han Shuai 43 20 0 04 May 2022
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention Yang Liu Jiaxiang Liu L. Chen Yuxiang Lu Shi Feng Zhida Feng Yu Sun Hao Tian Huancheng Wu Hai-feng Wang 31 9 0 23 Mar 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 35 9 0 22 Mar 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search Daniel King Zejiang Shen Nishant Subramani Daniel S. Weld Iz Beltagy Doug Downey HILM 28 31 0 16 Mar 2022
Summarizing a virtual robot's past actions in natural language Chad DeChant Daniel Bauer LM&Ro 38 4 0 13 Mar 2022
Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals Meng Xiao Ziyue Qiao Yanjie Fu Hao Dong Yi Du Pengyang Wang Dong Li Yuan-Hong Zhou 45 4 0 07 Mar 2022
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang 40 45 0 22 Dec 2021
Exploring Neural Models for Query-Focused Summarization Jesse Vig Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu Wenhao Liu AI4TS 22 47 0 14 Dec 2021
Surfer100: Generating Surveys From Web Resources, Wikipedia-style Irene Z Li Alexander R. Fabbri Rina Kawamura Yixin Liu Xiangru Tang Jaesung Tae Chang Shen Sally Ma Tomoe Mizutani Dragomir R. Radev KELM SyDa 21 6 0 13 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 31 6 0 10 Dec 2021
Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking Nianlong Gu Yingqiang Gao Richard H. R. Hahnloser 20 22 0 02 Dec 2021
SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen Wei Li Jiachen Liu Xinyan Xiao Hua Wu Haifeng Wang 38 22 0 25 Oct 2021
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 29 39 0 21 Oct 2021
Dependency Structure for News Document Summarization Congbo Ma Wei Emma Zhang Hu Wang Shubham Gupta Mingyu Guo 27 2 0 23 Sep 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 37 296 0 22 Sep 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 2021
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection Matthew Matero Nikita Soni Niranjan Balasubramanian H. Andrew Schwartz 43 21 0 16 Sep 2021
PETGEN: Personalized Text Generation Attack on Deep Sequence Embedding-based Classification Models Bing He M. Ahamad Srijan Kumar SILM AAML 192 27 0 14 Sep 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Yangqiu Song 23 43 0 29 Aug 2021
EmailSum: Abstractive Email Thread Summarization Shiyue Zhang Asli Celikyilmaz Jianfeng Gao Joey Tianyi Zhou 30 38 0 30 Jul 2021
Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Masaru Isonuma Junichiro Mori Danushka Bollegala Ichiro Sakata 21 27 0 15 Jun 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 52 5 0 14 Jun 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 53 1,088 0 08 Jun 2021
Text Summarization with Latent Queries Yumo Xu Mirella Lapata RALM HILM 28 10 0 31 May 2021
Towards mental time travel: a hierarchical memory for reinforcement learning agents Andrew Kyle Lampinen Stephanie C. Y. Chan Andrea Banino Felix Hill 24 47 0 28 May 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
DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media Hamad Zogan Imran Razzak Shoaib Jameel Guandong Xu 11 57 0 23 May 2021
Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization M. Hickmann Fabian Wurzberger Megi Hoxhalli Arne Lochner Jessica Töllich A. Scherp 19 1 0 19 May 2021
Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments Xiaolong Wei Lifang Yang Xianglin Huang Gang Cao Zhulin Tao Zhengyang Du Jing An 29 6 0 11 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 43 98 0 10 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 21 42 0 08 May 2021
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing Chaitanya P. Shivade Nima Pourdamghani Feng Nan Philip Resnik Douglas W. Oard Parminder Bhatia 60 24 0 27 Apr 2021