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Text Summarization Techniques: A Brief Survey

7 July 2017

Papers citing "Text Summarization Techniques: A Brief Survey"

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Title
Utilizing Modern Large Language Models (LLM) for Financial Trend Analysis and Digest Creation Andrei Lazarev Dmitrii Sedov 67 4 0 22 Sep 2025
Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs Vaibhav Chaudhary N. Soni Narotam Singh A. Kapoor 68 0 0 11 Sep 2025
Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization Ajwad Abrar Farzana Tabassum Sabbir Ahmed LM&MA ELM AI4MH 268 3 0 08 May 2025
Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive SummarizationInternational Conference on Intelligent User Interfaces (IUI), 2025 Aadit Barua Karim Benharrak Meng Chen Mina Huh Amy Pavel DiffM VLM 270 7 0 10 Feb 2025
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization PreferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yang Han Yiming Wang Rui Wang Lu Chen Kai Yu AI4TS ALM 127 5 0 01 Oct 2024
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications Aditi Godbole Jabin Geevarghese George Smita Shandilya 235 10 0 27 Sep 2024
FarSSiBERT: A Novel Transformer-based Model for Semantic Similarity Measurement of Persian Social Networks Informal Texts Seyed Mojtaba Sadjadi Zeinab Rajabi Leila Rabiei M. Moin 144 2 0 27 Jul 2024
A Comparative Study of Quality Evaluation Methods for Text Summarization Huyen Nguyen Haihua Chen Lavanya Pobbathi Junhua Ding ELM 170 17 0 30 Jun 2024
Converging Dimensions: Information Extraction and Summarization through Multisource, Multimodal, and Multilingual Fusion Pranav Janjani Mayank Palan Sarvesh Shirude Ninad Shegokar Sunny Kumar Faruk Kazi 158 0 0 19 Jun 2024
Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations Hassan Shakil Zeydy Ortiz Grant C. Forbes 227 6 0 07 May 2024
Generating Attractive and Authentic Copywriting from Customer Reviews Yu-Xiang Lin Wei-Yun Ma 260 2 0 22 Apr 2024
An AI-Resilient Text Rendering Technique for Reading and Skimming Documents Ziwei Gu Ian Arawjo Kenneth Li Jonathan K. Kummerfeld Elena L. Glassman 181 32 0 19 Jan 2024
Overview of the VLSP 2022 -- Abmusu Shared Task: A Data Challenge for Vietnamese Abstractive Multi-document Summarization Mai-Vu Tran Hoang-Quynh Le Duy-Cat Can Quoc-An Nguyen 89 1 0 27 Nov 2023
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 224 16 0 15 Nov 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 212 8 0 13 Oct 2023
Automatic Multi-Path Web Story Creation from a Structural Article Daniel K. Nkemelu Peggy Chi Daniel Castro Chin Krishna Srinivasan Irfan Essa 124 3 0 03 Oct 2023
Summaries, Highlights, and Action items: Design, implementation and evaluation of an LLM-powered meeting recap system Sumit Asthana Sagi Hilleli Pengcheng He Aaron L Halfaker 362 22 0 28 Jul 2023
Challenges in Domain-Specific Abstractive Summarization and How to Overcome themInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 Anum Afzal Juraj Vladika Daniel Braun Florian Matthes HILM 163 14 0 03 Jul 2023
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood EstimationNeural Information Processing Systems (NeurIPS), 2023 Zihao Yue Anwen Hu Liang Zhang Qin Jin 303 7 0 23 Jun 2023
Unsupervised Extractive Summarization of Emotion TriggersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tiberiu Sosea Hongli Zhan Junyi Jessy Li Cornelia Caragea 156 8 0 02 Jun 2023
Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought DeteriorationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Kejuan Yang Xiao Liu Kaiwen Men Aohan Zeng Yuxiao Dong Jie Tang LLMAG LRM 100 4 0 24 May 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Arjun Subramonian Xingdi Yuan Hal Daumé Su Lin Blodgett 188 21 0 15 May 2023
When ChatGPT for Computer Vision Will Come? From 2D to 3D Chenghao Li Chaoning Zhang 148 2 0 10 May 2023
Experts prefer text but videos help novices: an analysis of the utility of multi-media content Hayeong Song Jennifer Healey A. Siu Curtis Wigington J. Stasko 86 0 0 23 Apr 2023
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Guangsheng Bao Zebin Ou Yue Zhang 140 10 0 07 Apr 2023
San-BERT: Extractive Summarization for Sanskrit Documents using BERT and it's variants Kartikeya Bhatnagar Sampath Lonka Jammi Kunal Mahabala Rao 124 3 0 04 Apr 2023
Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User ExperienceInternational Conference on Human Factors in Computing Systems (CHI), 2023 Q. V. Liao Hariharan Subramonyam Jennifer Wang Jennifer Wortman Vaughan HAI 206 77 0 21 Feb 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets StreamThe Web Conference (WWW), 2023 Susik Yoon Hou Pong Chan Jiawei Han 189 12 0 10 Feb 2023
IC3: Image Captioning by Committee ConsensusConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 252 23 0 02 Feb 2023
A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback AnalysisIEEE Access (IEEE Access), 2023 T. Shaik Xiaohui Tao Jian Wang Christopher Dann Jacquie McDonald P. Redmond Linda Galligan 113 161 0 20 Jan 2023
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding D. Cajueiro A. G. Nery Igor Tavares Maísa Kely de Melo Silvia A. dos Reis Weigang Li V. R. R. Celestino 353 19 0 04 Jan 2023
Meeting Summarization: A Survey of the State of the Art L. P. Kumar Arman Kabiri 237 6 0 16 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 118 3 0 06 Dec 2022
CLSE: Corpus of Linguistically Significant EntitiesIEEE Games Entertainment Media Conference (GEM), 2022 A. Chuklin Justin Zhao Mihir Kale 183 3 0 04 Nov 2022
Comparing Methods for Extractive Summarization of Call Centre DialogueArtificial Intelligence and Applications (AIA), 2022 Alexandra Uma Dmitry Sityaev 100 1 0 06 Sep 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 178 51 0 21 Aug 2022
Knowledge Management System with NLP-Assisted Annotations: A Brief Survey and Outlook Baihan Lin 237 14 0 15 Jun 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 136 2 0 06 Apr 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Georgios Katsimpras George Giannakopoulos 252 5 0 01 Apr 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 325 37 0 10 Mar 2022
Supporting Serendipitous Discovery and Balanced Analysis of Online Product Reviews with Interaction-Driven Metrics and Bias-Mitigating SuggestionsInternational Conference on Human Factors in Computing Systems (CHI), 2022 Mahmood Jasim C. Collins Ali Sarvghad Narges Mahyar 160 18 0 13 Feb 2022
SummaryLens -- A Smartphone App for Exploring Interactive Use of Automated Text Summarization in Everyday Life Karim Benharrak Florian Lehmann Hai Dang Daniel Buschek 212 8 0 04 Feb 2022
DiscASP: A Graph-based ASP System for Finding Relevant Consistent Concepts with Applications to Conversational Socialbots Fang Li Huaduo Wang Kinjal Basu Elmer Salazar G. Gupta 104 11 0 17 Sep 2021
OptAGAN: Entropy-based finetuning on text VAE-GANNatural Language Processing (NLP), 2021 Paolo Tirotta Stefano Lodi DRL 98 0 0 01 Sep 2021
Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document SummarizationPacific Asia Conference on Language, Information and Computation (PACLIC), 2021 H. To Kiet Van Nguyen Ngan Luu-Thuy Nguyen A. Nguyen 162 13 0 31 Aug 2021
Improving Factual Consistency of Abstractive Summarization on Customer Feedback Yang Liu Yifei Sun Vincent Gao HILM 110 8 0 30 Jun 2021
Understanding Information Spreading Mechanisms During COVID-19 Pandemic by Analyzing the Impact of Tweet Text and User Features for Retweet Prediction Pervaiz Iqbal Khan Imran Razzak Andreas Dengel Sheraz Ahmed 74 4 0 26 May 2021
Generating abstractive summaries of Lithuanian news articles using a transformer modelInternational Conference on Information and Software Technologies (ICIST), 2021 Lukas Stankevicius M. Lukoševičius 115 3 0 23 Apr 2021
Automated News Summarization Using Transformers Anushka Gupta Diksha Chugh Anjum R. Katarya 112 76 0 23 Apr 2021
Text Summarization of Czech News Articles Using Named EntitiesPrague Bulletin of Mathematical Linguistics (PBML), 2021 Petro Marek S. Müller Jakub Konrád Petr Lorenc Jan Pichl Jan Sedivý 131 11 0 21 Apr 2021