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Neural Abstractive Text Summarization with Sequence-to-Sequence Models

5 December 2018

Papers citing "Neural Abstractive Text Summarization with Sequence-to-Sequence Models"

50 / 54 papers shown

Title
An Empirical Comparison of Text Summarization: A Multi-Dimensional Evaluation of Large Language Models Anantharaman Janakiraman Behnaz Ghoraani ELM HILM 89 0 0 06 Apr 2025
Domain-specific Guided Summarization for Mental Health Posts Lu Qian Yuqi Wang Xiping Hu H. Zhang Wei Wang Ting Yu Anh Nguyen AI4MH 155 3 0 03 Nov 2024
Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization Zhecheng Li Yijiao Wang Bryan Hooi Yujun Cai Naifan Cheung Nanyun Peng Kai-Wei Chang 230 1 0 26 Oct 2024
More is More: Addition Bias in Large Language Models Luca Santagata Cristiano De Nobili 74 3 0 04 Sep 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu LRM ALM LM&MA ELM 226 76 0 21 May 2024
Sequence-to-sequence models in peer-to-peer learning: A practical application Robert Šajina Ivo Ipšić 112 0 0 02 May 2024
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 285 115 0 05 Mar 2024
Value Prediction for Spatiotemporal Gait Data Using Deep Learning Ryan Cavanagh Jelena Trajkovic Wenlu Zhang I-Hung Khoo Vennila Krishnan CVBM 117 0 0 29 Feb 2024
Yes, this is what I was looking for! Towards Multi-modal Medical Consultation Concern Summary Generation Abhisek Tiwari Shreyangshu Bera Sriparna Saha P. Bhattacharyya Samrat Ghosh 88 1 0 10 Jan 2024
Cheetah: Natural Language Generation for 517 African Languages Ife Adebara AbdelRahim Elmadany Muhammad Abdul-Mageed 109 8 0 02 Jan 2024
Semi-supervised multimodal coreference resolution in image narrations A. Goel Basura Fernando Frank Keller Hakan Bilen 95 5 0 20 Oct 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 305 409 0 14 Sep 2023
Hi Model, generating ñice' instead of 'good' is not as bad as generating 'rice'! Towards Context and Semantic Infused Dialogue Generation Loss Function and Evaluation Metric Abhisek Tiwari Muhammed Sinan Kaushik Roy A. Sheth S. Saha P. Bhattacharyya 122 1 0 11 Sep 2023
Improving Primary Healthcare Workflow Using Extreme Summarization of Scientific Literature Based on Generative AI Gregor Stiglic Leon Kopitar Lucija Gosak Primož Kocbek Zhe He Prithwish Chakraborty Pablo Meyer Jiang Bian 101 1 0 24 Jul 2023
Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge Yuanyuan Tian Wenwen Li Sizhe Wang Zhining Gu 101 3 0 17 May 2023
ConceptEVA: Concept-Based Interactive Exploration and Customization of Document Summaries Xiaoyu Zhang J. Li Po-Wei Chi Senthil K. Chandrasegaran Kwan-Liu Ma 83 22 0 31 Mar 2023
Abstractive Text Summarization using Attentive GRU based Encoder-Decoder Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 150 7 0 25 Feb 2023
An Analysis of Abstractive Text Summarization Using Pre-trained Models Tohida Rehman S. Das Debarshi Kumar Sanyal S. Chattopadhyay 138 11 0 25 Feb 2023
Interaction Order Prediction for Temporal Graphs N. Bannur Mashrin Srivastava Harsha Vardhan 69 0 0 04 Feb 2023
Who are you referring to? Coreference resolution in image narrations A. Goel Basura Fernando Frank Keller Hakan Bilen 134 5 0 26 Nov 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 127 10 0 18 Oct 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 94 1 0 17 Sep 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 164 141 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 110 35 0 15 Jun 2022
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration Jing Lin Xiaowan Hu Yuanhao Cai Haoqian Wang Youliang Yan X. Zou Yulun Zhang Luc Van Gool 122 21 0 20 May 2022
Large-Scale Multi-Document Summarization with Information Extraction and Compression Ning Wang Han Liu Diego Klabjan 68 2 0 01 May 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 108 1 0 06 Apr 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment Kelvin Luu Daniel Khashabi Suchin Gururangan Karishma Mandyam Noah A. Smith 172 96 0 14 Nov 2021
Using Natural Language Processing to Understand Reasons and Motivators Behind Customer Calls in Financial Domain Ankit Patil Ankush Chopra Sohom Ghosh Vamshi Vadla AI4TS 46 2 0 18 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 106 49 0 30 Sep 2021
Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder Xiangyu Xi Wei Ye Shikun Zhang Quanxiu Wang Huixing Jiang Wei Wu 81 25 0 01 Jul 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation Xin Liu Baosong Yang Dayiheng Liu Haibo Zhang Weihua Luo Min Zhang Haiying Zhang Jinsong Su 68 19 0 11 Jun 2021
Neural Abstractive Unsupervised Summarization of Online News Discussions Ignacio Tampe Palma Marcelo Mendoza E. Milios 67 7 0 07 Jun 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 68 66 0 23 Apr 2021
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery Snehasish Mukherjee Phaniram Sayapaneni Shankara B. Subramanya 50 2 0 13 Dec 2020
Deep Learning -- A first Meta-Survey of selected Reviews across Scientific Disciplines, their Commonalities, Challenges and Research Impact Jan Egger Antonio Pepe Christina Schwarz-Gsaxner Yuan Jin Jianning Li Roman Kern OOD VLM AI4CE 67 31 0 16 Nov 2020
Towards Automated Anamnesis Summarization: BERT-based Models for Symptom Extraction A. Schäfer Nils Blach Oliver Rausch M. Warm Nils Krüger 104 6 0 03 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 153 18 0 03 Nov 2020
Generating Categories for Sets of Entities Shuo Zhang K. Balog Jamie Callan 3DV 50 7 0 19 Aug 2020
SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression Jinming Zhao Ming Liu Longxiang Gao Yuan Jin Lan Du He Zhao Heng Zhang Gholamreza Haffari 90 68 0 17 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 224 397 0 26 Jun 2020
Automatic Text Summarization of COVID-19 Medical Research Articles using BERT and GPT-2 V. Kieuvongngam Bowen Tan Yiming Niu AI4MH 103 99 0 03 Jun 2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Dmitrii Aksenov J. Moreno-Schneider Peter Bourgonje Robert Schwarzenberg Leonhard Hennig Georg Rehm 130 28 0 29 Mar 2020
Anchor Attention for Hybrid Crowd Forecasts Aggregation Yuzhong Huang A. Abeliuk Fred Morstatter P. Atanasov Aram Galstyan 68 3 0 03 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 224 230 0 02 Mar 2020
Information Extraction based on Named Entity for Tourism Corpus C. Phongpensri Aphisit Tunsakul 104 12 0 03 Jan 2020
Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS) Ankit R. Chadha Mohamed Masoud AI4TS 37 0 0 30 Dec 2019
Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Erion Çano Ondrej Bojar 64 12 0 14 Sep 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 118 114 0 28 Jul 2019
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 86 41 0 01 Jun 2019