Diversity driven Attention Model for Query-based Abstractive Summarization

26 April 2017

Mitesh Khapra

Papers citing "Diversity driven Attention Model for Query-based Abstractive Summarization"

33 / 33 papers shown

Title
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao Yiming Wang Yuyang Chen Yan Li Leong Hou U Xiaoguang Niu 39 1 0 27 Oct 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 43 7 0 24 Mar 2024
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer Xinshuo Hu Baotian Hu Dongfang Li Xiaoguang Li Lifeng Shang HILM 27 1 0 22 Feb 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
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 30 35 0 29 Sep 2023
Generating Query Focused Summaries without Fine-tuning the Transformer-based Pre-trained Models D. Abdullah Shamanth Nayak Gandharv Suri Yllias Chali 30 2 0 10 Mar 2023
Few-shot Query-Focused Summarization with Prefix-Merging Ruifeng Yuan Zili Wang Ziqiang Cao Wenjie Li 29 7 0 29 Nov 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
Survey of Query-based Text Summarization Hang Yu 36 4 0 17 Sep 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 78 44 0 23 May 2022
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire Negar Arabzadeh Ali Ahmadvand Julia Kiseleva Yang Liu Ahmed Hassan Awadallah Ming Zhong Milad Shokouhi 25 4 0 05 May 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
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension Naoya Inoue H. Trivedi Steven K. Sinha Niranjan Balasubramanian Kentaro Inui 58 14 0 14 Sep 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed Hassan Awadallah Dragomir R. Radev RALM 75 56 0 10 Sep 2021
SummerTime: Text Summarization Toolkit for Non-experts Ansong Ni Zhangir Azerbayev Mutethia Mutuma Troy Feng Yusen Zhang Tao Yu Ahmed Hassan Awadallah Dragomir R. Radev 31 10 0 29 Aug 2021
Text Summarization with Latent Queries Yumo Xu Mirella Lapata RALM HILM 28 10 0 31 May 2021
Improving Online Forums Summarization via Hierarchical Unified Deep Neural Network Sansiri Tarnpradab Fereshteh Jafariakinabad K. Hua 21 5 0 25 Mar 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 46 81 0 21 Mar 2021
Deep Dynamic Neural Network to trade-off between Accuracy and Diversity in a News Recommender System Shaina Raza Chen Ding 24 6 0 15 Mar 2021
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 126 0 10 Nov 2020
QBSUM: a Large-Scale Query-Based Document Summarization Dataset from Real-world Applications Mingjun Zhao Shengli Yan Bang Liu Xinwang Zhong Qian Hao Haolan Chen Di Niu Bowei Long Wei-dong Guo RALM 19 20 0 27 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 64 52 0 23 Oct 2020
Query Understanding via Intent Description Generation Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 24 17 0 25 Aug 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Z. Ren Dongyan Zhao Rui Yan 23 48 0 10 May 2020
Towards Transparent and Explainable Attention Models Akash Kumar Mohankumar Preksha Nema Sharan Narasimhan Mitesh M. Khapra Balaji Vasan Srinivasan Balaraman Ravindran 42 99 0 29 Apr 2020
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng Wai Lam Yuexiang Xie Daoyuan Chen Yaliang Li Min Yang Ying Shen 27 61 0 22 Nov 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Siyao Li Deren Lei Pengda Qin William Yang Wang 14 43 0 31 Aug 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 22 70 0 08 Jan 2019
D-PAGE: Diverse Paraphrase Generation Qiongkai Xu Juyan Zhang Lizhen Qu Lexing Xie Richard Nock 26 35 0 13 Aug 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 34 194 0 21 Apr 2018
Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method Wei Li Zheng Yang Xu Sun MedIm LM&MA 24 26 0 27 Jan 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 45 98 0 23 Jan 2018