On Extractive and Abstractive Neural Document Summarization with Transformer Language Models

7 September 2019

Papers citing "On Extractive and Abstractive Neural Document Summarization with Transformer Language Models"

50 / 94 papers shown

Title
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving Avinash Kumar Shashank Nag Jason Clemons L. John Poulami Das 31 0 0 14 Apr 2025
A Hybrid Architecture with Efficient Fine Tuning for Abstractive Patent Document Summarization Nevidu Jayatilleke Ruvan Weerasinghe AILaw 79 0 0 13 Mar 2025
Advancements in Natural Language Processing for Automatic Text Summarization Nevidu Jayatilleke Ruvan Weerasinghe Nipuna Senanayake 162 1 0 27 Feb 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health Huy-Hien Vu Huy Anh Nguyen Adithya V Ganesan Swanie Juhng O. Kjell ... Margaret L. Kern Ryan L. Boyd L. Ungar H. A. Schwartz J. Eichstaedt 76 0 0 03 Jan 2025
Learning to Rank Salient Content for Query-focused Summarization Sajad Sotudeh Nazli Goharian 43 1 0 01 Nov 2024
Negative-Prompt-driven Alignment for Generative Language Model Shiqi Qiao Ning Xv Biao Liu Xin Geng ALM SyDa 28 0 0 16 Oct 2024
LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences Zhenxiao Fu Fan Chen Shan Zhou Haitong Li Lei Jiang 27 4 0 03 Oct 2024
Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework Yuping Wu Hao Li Hongbo Zhu Goran Nenadic Xiao-Jun Zeng 26 0 0 18 Sep 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation Hao Wang Jiayou Qin Ashish Bastola Xiwen Chen John Suchanek Zihao Gong Abolfazl Razi 35 15 0 19 Mar 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications Sotaro Takeshita Tommaso Green Ines Reinig Kai Eckert Simone Paolo Ponzetto 21 11 0 08 Mar 2024
FAC $^2$ E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition Xiaoqiang Wang Bang Liu Lingfei Wu 35 0 0 29 Feb 2024
Analysis of Multidomain Abstractive Summarization Using Salience Allocation Tohida Rehman Raghubir Bose Soumik Dey S. Chattopadhyay 27 1 0 19 Feb 2024
Linear Log-Normal Attention with Unbiased Concentration Yury Nahshan Dor-Joseph Kampeas E. Haleva 22 7 0 22 Nov 2023
Ask Language Model to Clean Your Noisy Translation Data Quinten Bolding Baohao Liao Brandon James Denis Jun Luo Christof Monz 27 5 0 20 Oct 2023
Understanding the Benefits and Challenges of Using Large Language Model-based Conversational Agents for Mental Well-being Support Zilin Ma Yiyang Mei Zhaoyuan Su LLMAG AI4MH 18 89 0 28 Jul 2023
On Conditional and Compositional Language Model Differentiable Prompting Jonathan Pilault Can Liu Joey Tianyi Zhou Markus Dreyer 22 1 0 04 Jul 2023
Cross-lingual Cross-temporal Summarization: Dataset, Models, Evaluation Ran Zhang Jihed Ouni Steffen Eger 24 6 0 22 Jun 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning Brihat Sharma Yanjun Gao Timothy A. Miller M. Churpek Majid Afshar Dmitriy Dligach ELM LRM 22 9 0 07 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 19 9 0 01 Jun 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 14 9 0 31 May 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers Abhilash Potluri Fangyuan Xu Eunsol Choi ELM 26 11 0 30 May 2023
A Quantitative Review on Language Model Efficiency Research Meng-Long Jiang Hy Dang Lingbo Tong 25 0 0 28 May 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 18 10 0 28 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 41 149 0 24 May 2023
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content Shuyang Cao Lu Wang 22 5 0 24 May 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 21 3 0 17 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Xiuying Chen Lemao Liu Dongyan Zhao Rui Yan RALM 147 91 0 03 May 2023
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder Z. Fu W. Lam Qian Yu Anthony Man-Cho So Shengding Hu Zhiyuan Liu Nigel Collier AuLLM 34 41 0 08 Apr 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 21 54 0 28 Feb 2023
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 26 24 0 19 Dec 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs Xiuying Chen Mingzhe Li Shen Gao Rui Yan Xin Gao Xiangliang Zhang 25 12 0 08 Dec 2022
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 24 11 0 18 Nov 2022
Abstractive Summarization Guided by Latent Hierarchical Document Structure Yifu Qiu Shay B. Cohen 23 12 0 17 Nov 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 23 39 0 30 Oct 2022
Toward Unifying Text Segmentation and Long Document Summarization Sangwoo Cho Kaiqiang Song Xiaoyang Wang Fei Liu Dong Yu 22 33 0 28 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization Fei Wang Kaiqiang Song Hongming Zhang Lifeng Jin Sangwoo Cho Wenlin Yao Xiaoyang Wang Muhao Chen Dong Yu 60 32 0 22 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 25 44 0 09 Oct 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 19 5 0 08 Aug 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 75 122 0 03 Jul 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Dongrui Liu Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 26 29 0 15 Jun 2022
Leveraging Locality in Abstractive Text Summarization Yixin Liu Ansong Ni Linyong Nan Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 25 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 35 20 0 04 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 19 1 0 06 Apr 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts Kaiqiang Song Chen Li Xiaoyang Wang Dong Yu Fei Liu 33 9 0 22 Mar 2022
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information Qianqian Ruan Malte Ostendorff Georg Rehm AILaw 28 55 0 17 Mar 2022
Long Document Summarization with Top-down and Bottom-up Inference Bo Pang Erik Nijkamp Wojciech Kry'sciñski Silvio Savarese Yingbo Zhou Caiming Xiong RALM BDL 16 55 0 15 Mar 2022
Submodularity In Machine Learning and Artificial Intelligence J. Bilmes 8 52 0 31 Jan 2022
Word Graph Guided Summarization for Radiology Findings Jinpeng Hu Jianling Li Zhihong Chen Yaling Shen Yan Song Xiang Wan Tsung-Hui Chang 9 37 0 18 Dec 2021
The Influence of Data Pre-processing and Post-processing on Long Document Summarization Xinwei Du Kailun Dong Yuchen Zhang Yongsheng Li R. Tsay 14 0 0 03 Dec 2021