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A topic modeling‐based bibliometric exploration of automatic summarization research

https://doi.org/10.1002/widm.1540
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1 of the 195 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1155/2022/1166989 (notice 2023-08-23).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/widm.1515openalex-snapshot
Machine learning and blockchain technologies for cybersecurity in connected vehicles
inferredcites →https://doi.org/10.1002/widm.1517openalex-snapshot
The state‐of‐art review of ultra‐precision machining using text mining: Identification of main themes and recommendations for the future direction
inferredcites →https://doi.org/10.1002/widm.1526openalex-snapshot
The role of lifelong machine learning in bridging the gap between human and machine learning: A scientometric analysis
inferredcites →https://doi.org/10.1007/978-3-030-32381-3_14openalex-snapshot
Sharing Pre-trained BERT Decoder for a Hybrid Summarization
inferredcites →https://doi.org/10.1007/978-3-642-28569-1_1openalex-snapshot
Automatic Text Summarization: Past, Present and Future
inferredcites →https://doi.org/10.1007/978-81-322-2250-7_29openalex-snapshot
Graph Based Technique for Hindi Text Summarization
inferredcites →https://doi.org/10.1007/978-981-13-5934-7_31openalex-snapshot
A Comprehensive Survey on Extractive and Abstractive Techniques for Text Summarization
inferredcites →https://doi.org/10.1007/978-981-99-6207-5_17openalex-snapshot
MCLS: A Large-Scale Multimodal Cross-Lingual Summarization Dataset
inferredcites →https://doi.org/10.1007/s00521-020-05588-xopenalex-snapshot
Global research on artificial intelligence-enhanced human electroencephalogram analysis
inferredcites →https://doi.org/10.1007/s00521-021-06337-4openalex-snapshot
Extractive single document summarization using multi-objective modified cat swarm optimization approach: ESDS-MCSO
inferredcites →https://doi.org/10.1007/s00521-023-08680-0openalex-snapshot
HierMDS: a hierarchical multi-document summarization model with global–local document dependencies
inferredcites →https://doi.org/10.1007/s00521-023-08687-7openalex-snapshot
An abstractive text summarization technique using transformer model with self-attention mechanism
inferredcites →https://doi.org/10.1007/s00799-023-00352-7openalex-snapshot
Scientific document processing: challenges for modern learning methods
inferredcites →https://doi.org/10.1007/s00799-023-00373-2openalex-snapshot
Cross-lingual extreme summarization of scholarly documents
inferredcites →https://doi.org/10.1007/s10462-016-9475-9openalex-snapshot
Recent automatic text summarization techniques: a survey
inferredcites →https://doi.org/10.1007/s10462-022-10205-5openalex-snapshot
Survey on reinforcement learning for language processing
inferredcites →https://doi.org/10.1007/s10489-022-04221-9openalex-snapshot
TextConvoNet: a convolutional neural network based architecture for text classification
inferredcites →https://doi.org/10.1007/s11042-018-5982-9openalex-snapshot
Social media and satellites
inferredcites →https://doi.org/10.1007/s11042-022-12729-yopenalex-snapshot
Deep learning-based extractive text summarization with word-level attention mechanism
inferredcites →https://doi.org/10.1007/s11042-022-14099-xopenalex-snapshot
Deep learning based sequence to sequence model for abstractive telugu text summarization
inferredcites →https://doi.org/10.1007/s11042-023-14613-9openalex-snapshot
State-of-the-art approach to extractive text summarization: a comprehensive review
inferredcites →https://doi.org/10.1007/s11042-023-14925-wopenalex-snapshot
Data-driven enabled approaches for criteria-based video summarization: a comprehensive survey, taxonomy, and future directions
inferredcites →https://doi.org/10.1007/s11042-023-15224-0openalex-snapshot
A Systematic survey on automated text generation tools and techniques: application, evaluation, and challenges
inferredcites →https://doi.org/10.1007/s11042-023-15274-4openalex-snapshot
A global and local information extraction model incorporating selection mechanism for abstractive text summarization
inferredcites →https://doi.org/10.1007/s11042-023-15589-2openalex-snapshot
Automatic text summarization using deep reinforced model coupling contextualized word representation and attention mechanism
inferredcites →https://doi.org/10.1007/s11042-023-15720-3openalex-snapshot
Link prediction in research collaboration: a multi-network representation learning framework with joint training
inferredcites →https://doi.org/10.1007/s11042-023-17426-yopenalex-snapshot
A hierarchical framework based on transformer technology to achieve factual consistent and non-redundant abstractive text summarization
inferredcites →https://doi.org/10.1007/s11042-024-18248-2openalex-snapshot
A deep learning framework for multi-document summarization using LSTM with improved Dingo Optimizer (IDO)
inferredcites →https://doi.org/10.1007/s11192-009-0146-3openalex-snapshot
Software survey: VOSviewer, a computer program for bibliometric mapping
inferredcites →https://doi.org/10.1007/s11192-019-03086-zopenalex-snapshot
A bibliometric analysis of publications in computer networking research
inferredcites →https://doi.org/10.1007/s11227-021-03950-xopenalex-snapshot
Improving the readability and saliency of abstractive text summarization using combination of deep neural networks equipped with auxiliary attention mechanism
inferredcites →https://doi.org/10.1007/s11280-018-0597-7openalex-snapshot
MARES: multitask learning algorithm for Web-scale real-time event summarization
inferredcites →https://doi.org/10.1007/s11280-019-00709-6openalex-snapshot
Incorporating word attention with convolutional neural networks for abstractive summarization
inferredcites →https://doi.org/10.1007/s12559-021-09835-8openalex-snapshot
Sentic Computing for Aspect-Based Opinion Summarization Using Multi-Head Attention with Feature Pooled Pointer Generator Network
inferredcites →https://doi.org/10.1007/s13042-022-01734-0openalex-snapshot
Topic-aware hierarchical multi-attention network for text classification
inferredcites →https://doi.org/10.1007/s13042-023-01992-6openalex-snapshot
Fine-tuning pretrained transformer encoders for sequence-to-sequence learning
inferredcites →https://doi.org/10.1007/s41748-020-00190-6openalex-snapshot
Trend Analyses Methodologies in Hydro-meteorological Records
inferredcites →https://doi.org/10.1007/s41870-023-01581-4openalex-snapshot
Text summarization using residual-based temporal attention convolutional neural network
inferredcites →https://doi.org/10.1016/j.annals.2021.103313openalex-snapshot
A review of early COVID-19 research in tourism: Launching the Annals of Tourism Research's Curated Collection on coronavirus and tourism
inferredcites →https://doi.org/10.1016/j.artmed.2011.06.005openalex-snapshot
A semantic graph-based approach to biomedical summarisation
inferredcites →https://doi.org/10.1016/j.asoc.2023.110994openalex-snapshot
Decomposition–based multi-objective differential evolution for extractive multi-document automatic text summarization
inferredcites →https://doi.org/10.1016/j.caeai.2020.100005openalex-snapshot
A multi-perspective study on Artificial Intelligence in Education: grants, conferences, journals, software tools, institutions, and researchers
inferredcites →https://doi.org/10.1016/j.compedu.2020.103855openalex-snapshot
Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers & Education
inferredcites →https://doi.org/10.1016/j.csl.2021.101276openalex-snapshot
Deep reinforcement and transfer learning for abstractive text summarization: A review
inferredcites →https://doi.org/10.1016/j.datak.2019.101763openalex-snapshot
Compressive approaches for cross-language multi-document summarization
inferredcites →https://doi.org/10.1016/j.edurev.2021.100391openalex-snapshot
The role of social capital for teacher professional learning and student achievement: A systematic literature review
inferredcites →https://doi.org/10.1016/j.engappai.2022.105667openalex-snapshot
A review on video summarization techniques
inferredcites →https://doi.org/10.1016/j.eswa.2018.12.011openalex-snapshot
Abstractive summarization: An overview of the state of the art
inferredcites →https://doi.org/10.1016/j.eswa.2019.05.045openalex-snapshot
Fuzzy logic based multi document summarization with improved sentence scoring and redundancy removal technique
inferredcites →https://doi.org/10.1016/j.eswa.2020.113679openalex-snapshot
Automatic text summarization: A comprehensive survey
inferredcites →https://doi.org/10.1016/j.eswa.2021.116292openalex-snapshot
Hybrid multi-document summarization using pre-trained language models
inferredcites →https://doi.org/10.1016/j.eswa.2022.116819openalex-snapshot
SEASum: Syntax-Enriched Abstractive Summarization
inferredcites →https://doi.org/10.1016/j.eswa.2022.118442openalex-snapshot
DeepSumm: Exploiting topic models and sequence to sequence networks for extractive text summarization
inferredcites →https://doi.org/10.1016/j.eswa.2022.119308openalex-snapshot
SGCSumm: An extractive multi-document summarization method based on pre-trained language model, submodularity, and graph convolutional neural networks
inferredcites →https://doi.org/10.1016/j.eswa.2023.119966openalex-snapshot
Synonym recognition from short texts: A self-supervised learning approach
inferredcites →https://doi.org/10.1016/j.eswa.2023.120302openalex-snapshot
Enhanced sentence representation for extractive text summarization: Investigating the syntactic and semantic features and their contribution to sentence scoring
inferredcites →https://doi.org/10.1016/j.eswa.2023.122088openalex-snapshot
Efficient reinforcement learning-based method for plagiarism detection boosted by a population-based algorithm for pretraining weights
inferredcites →https://doi.org/10.1016/j.eswa.2023.122807openalex-snapshot
A comparison review of transfer learning and self-supervised learning: Definitions, applications, advantages and limitations
inferredcites →https://doi.org/10.1016/j.heliyon.2022.e09433openalex-snapshot
E-learning in higher education institutions during COVID-19 pandemic: current and future trends through bibliometric analysis
inferredcites →https://doi.org/10.1016/j.heliyon.2023.e16934openalex-snapshot
Trends and hotspots in critical thinking research over the past two decades: Insights from a bibliometric analysis
inferredcites →https://doi.org/10.1016/j.ijinfomgt.2021.102316openalex-snapshot
Fifty years of information management research: A conceptual structure analysis using structural topic modeling
inferredcites →https://doi.org/10.1016/j.ijmedinf.2019.05.019openalex-snapshot
Extractive summarization of clinical trial descriptions
inferredcites →https://doi.org/10.1016/j.ins.2012.10.019openalex-snapshot
Ontology-enriched multi-document summarization in disaster management using submodular function
inferredcites →https://doi.org/10.1016/j.ipm.2019.04.003openalex-snapshot
SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis
inferredcites →https://doi.org/10.1016/j.ipm.2020.102351openalex-snapshot
HTSS: A novel hybrid text summarisation and simplification architecture
inferredcites →https://doi.org/10.1016/j.ipm.2021.102713openalex-snapshot
The causes, impacts and countermeasures of COVID-19 “Infodemic”: A systematic review using narrative synthesis
inferredcites →https://doi.org/10.1016/j.ipm.2022.102913openalex-snapshot
Key phrase aware transformer for abstractive summarization
inferredcites →https://doi.org/10.1016/j.ipm.2022.103113openalex-snapshot
Information fusion and artificial intelligence for smart healthcare: a bibliometric study
inferredcites →https://doi.org/10.1016/j.ipm.2022.103163openalex-snapshot
Information avoidance in the age of COVID-19: A meta-analysis
inferredcites →https://doi.org/10.1016/j.ipm.2022.103227openalex-snapshot
Arabic abstractive text summarization using RNN-based and transformer-based architectures
inferredcites →https://doi.org/10.1016/j.ipm.2023.103291openalex-snapshot
An extract-then-abstract based method to generate disaster-news headlines using a DNN extractor followed by a transformer abstractor
inferredcites →https://doi.org/10.1016/j.ipm.2023.103409openalex-snapshot
Plan and generate: Explicit and implicit variational augmentation for multi-document summarization of scientific articles
inferredcites →https://doi.org/10.1016/j.ipm.2023.103497openalex-snapshot
MeshCLIP: Efficient cross-modal information processing for 3D mesh data in zero/few-shot learning
inferredcites →https://doi.org/10.1016/j.ipm.2023.103607openalex-snapshot
A cross-guidance cross-lingual model on generated parallel corpus for classical Chinese machine reading comprehension
inferredcites →https://doi.org/10.1016/j.ipm.2024.103696openalex-snapshot
From coarse to fine: Enhancing multi-document summarization with multi-granularity relationship-based extractor
inferredcites →https://doi.org/10.1016/j.jbi.2011.03.008openalex-snapshot
Summarization of clinical information: A conceptual model
inferredcites →https://doi.org/10.1016/j.jbi.2014.06.009openalex-snapshot
Text summarization in the biomedical domain: A systematic review of recent research
inferredcites →https://doi.org/10.1016/j.jbi.2022.104099openalex-snapshot
Graph-based abstractive biomedical text summarization
inferredcites →https://doi.org/10.1016/j.jbi.2023.104358openalex-snapshot
Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models
inferredcites →https://doi.org/10.1016/j.jbusres.2021.07.015openalex-snapshot
Mapping the electronic word-of-mouth (eWOM) research: A systematic review and bibliometric analysis
inferredcites →https://doi.org/10.1016/j.jclepro.2023.138729openalex-snapshot
Mapping the field of green manufacturing: A bibliometric review of the literature and research frontiers
inferredcites →https://doi.org/10.1016/j.jksuci.2020.05.006openalex-snapshot
Review of automatic text summarization techniques & methods
inferredcites →https://doi.org/10.1016/j.knosys.2015.11.005openalex-snapshot
Exploring events and distributed representations of text in multi-document summarization
inferredcites →https://doi.org/10.1016/j.neucom.2018.01.020openalex-snapshot
Deep reinforcement learning for extractive document summarization
inferredcites →https://doi.org/10.1016/j.neucom.2020.11.004openalex-snapshot
A deep neural architecture based meta-review generation and final decision prediction of a scholarly article
inferredcites →https://doi.org/10.1016/j.patcog.2023.109839openalex-snapshot
Unsupervised update summarization of news events
inferredcites →https://doi.org/10.1016/j.procs.2019.09.017openalex-snapshot
Indonesian Abstractive Text Summarization Using Bidirectional Gated Recurrent Unit
inferredcites →https://doi.org/10.1016/j.respol.2018.04.012openalex-snapshot
The evolution of government sponsored collaboration network and its impact on innovation: A bibliometric analysis in the Chinese solar PV sector
inferredcites →https://doi.org/10.1016/j.swevo.2016.03.004openalex-snapshot
Fuzzy evolutionary cellular learning automata model for text summarization
inferredcites →https://doi.org/10.1016/j.techfore.2018.10.007openalex-snapshot
Social media and innovation: A systematic literature review and future research directions
inferredcites →https://doi.org/10.1016/j.techfore.2023.122579openalex-snapshot
Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions
inferredcites →https://doi.org/10.1016/j.techfore.2023.122912openalex-snapshot
A bibliometric and multi-disciplinary quasi-systematic analysis of social robots: Past, future, and insights of human-robot interaction
inferredcites →https://doi.org/10.1016/j.techfore.2023.123131openalex-snapshot
Zooming in and out the landscape: Artificial intelligence and system dynamics in business and management
inferredcites →https://doi.org/10.1016/j.trc.2017.12.018openalex-snapshot
Using structural topic modeling to identify latent topics and trends in aviation incident reports
inferredcites →https://doi.org/10.1016/j.visinf.2018.04.011openalex-snapshot
ECharts: A declarative framework for rapid construction of web-based visualization
inferredcites →https://doi.org/10.1017/s1351324922000195openalex-snapshot
Turkish abstractive text summarization using pretrained sequence-to-sequence models
inferredcites →https://doi.org/10.1038/s41598-024-51184-7openalex-snapshot
Enhancing heart disease prediction using a self-attention-based transformer model
inferredcites →https://doi.org/10.1080/10447318.2020.1819668openalex-snapshot
Mapping Human–Computer Interaction Research Themes and Trends from Its Existence to Today: A Topic Modeling-Based Review of past 60 Years
inferredcites →https://doi.org/10.1109/access.2019.2941964openalex-snapshot
MS-Pointer Network: Abstractive Text Summary Based on Multi-Head Self-Attention
inferredcites →https://doi.org/10.1109/bigdatacongress.2017.46openalex-snapshot
Integrating Extractive and Abstractive Models for Long Text Summarization
inferredcites →https://doi.org/10.1109/cvpr.2014.322openalex-snapshot
Quasi Real-Time Summarization for Consumer Videos
inferredcites →https://doi.org/10.1109/cvpr52729.2023.01442openalex-snapshot
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
inferredcites →https://doi.org/10.1109/healthcom.2014.7001855openalex-snapshot
Problem-oriented patient record summary: An early report on a Watson application
inferredcites →https://doi.org/10.1109/ialp.2010.26openalex-snapshot
Topic-Driven Multi-document Summarization
inferredcites →https://doi.org/10.1109/icccsp.2017.7944061openalex-snapshot
A survey on extractive text summarization
inferredcites →https://doi.org/10.1109/ichi52183.2021.00091openalex-snapshot
Self-supervised extractive text summarization for biomedical literatures
inferredcites →https://doi.org/10.1109/icip.2015.7351630openalex-snapshot
Predicting audio-visual salient events based on visual, audio and text modalities for movie summarization
inferredcites →https://doi.org/10.1109/icmla.2015.181openalex-snapshot
Summary Sentence Classification Using Stylometry
inferredcites →https://doi.org/10.1109/icoei53556.2022.9776655openalex-snapshot
Natural Language Processing based Cross Lingual Summarization
inferredcites →https://doi.org/10.1109/icpr48806.2021.9413097openalex-snapshot
Hierarchical Multimodal Attention for Deep Video Summarization
inferredcites →https://doi.org/10.1109/ijcnn.2019.8851885openalex-snapshot
Abstractive Text Summarization with Multi-Head Attention
inferredcites →https://doi.org/10.1109/infrkm.2016.7806326openalex-snapshot
A Malay text summarizer using pattern-growth method with sentence compression rules
inferredcites →https://doi.org/10.1109/iraniancis.2014.6802577openalex-snapshot
A combinational method of fuzzy, particle swarm optimization and cellular learning automata for text summarization
inferredcites →https://doi.org/10.1109/jcsse53117.2021.9493839openalex-snapshot
Text Summarization for Thai Food Reviews using Simplified Sentiment Analysis
inferredcites →https://doi.org/10.1109/tasl.2013.2253098openalex-snapshot
Ranking Through Clustering: An Integrated Approach to Multi-Document Summarization
inferredcites →https://doi.org/10.1109/taslp.2015.2432573openalex-snapshot
Summarization Based on Task-Oriented Discourse Parsing
inferredcites →https://doi.org/10.1109/taslp.2021.3138670openalex-snapshot
Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations
inferredcites →https://doi.org/10.1109/taslp.2023.3296019openalex-snapshot
LegoNN: Building Modular Encoder-Decoder Models
inferredcites →https://doi.org/10.1109/taslp.2023.3304473openalex-snapshot
Abstractive Financial News Summarization via Transformer-BiLSTM Encoder and Graph Attention-Based Decoder
inferredcites →https://doi.org/10.1109/taslp.2023.3316459openalex-snapshot
Multi-Document Summarization Using Selective Attention Span and Reinforcement Learning
inferredcites →https://doi.org/10.1109/tbme.2023.3280987openalex-snapshot
Learning to Summarize Chinese Radiology Findings With a Pre-Trained Encoder
inferredcites →https://doi.org/10.1109/tkde.2015.2405553openalex-snapshot
IncreSTS: Towards Real-Time Incremental Short Text Summarization on Comment Streams from Social Network Services
inferredcites →https://doi.org/10.1109/tnnls.2023.3258413openalex-snapshot
Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference
inferredcites →https://doi.org/10.1109/tr.2023.3236404openalex-snapshot
AttSum: A Deep Attention-Based Summarization Model for Bug Report Title Generation
inferredcites →https://doi.org/10.1109/tsmcc.2013.2258335openalex-snapshot
An Empirical Study of Ontology-Based Multi-Document Summarization in Disaster Management
inferredcites →https://doi.org/10.1111/ajps.12103openalex-snapshot
Structural Topic Models for Open‐Ended Survey Responses
inferredcites →https://doi.org/10.1145/1835804.1835823openalex-snapshot
Using data mining techniques to address critical information exchange needs in disaster affected public-private networks
inferredcites →https://doi.org/10.1145/1943403.1943464openalex-snapshot
Capturing user reading behaviors for personalized document summarization
inferredcites →https://doi.org/10.1145/2393596.2393607openalex-snapshot
AUSUM
inferredcites →https://doi.org/10.1145/2442076.2442078openalex-snapshot
Towards content-level coherence with aspect-guided summarization
inferredcites →https://doi.org/10.1145/3209978.3210034openalex-snapshot
Automatic Ground Truth Expansion for Timeline Evaluation
inferredcites →https://doi.org/10.1145/3265751openalex-snapshot
Pause-Based Phrase Extraction and Effective OOV Handling for Low-Resource Machine Translation Systems
inferredcites →https://doi.org/10.1145/3298689.3347024openalex-snapshot
Combining text summarization and aspect-based sentiment analysis of users' reviews to justify recommendations
inferredcites →https://doi.org/10.1145/3404835.3462840openalex-snapshot
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations
inferredcites →https://doi.org/10.1145/3404835.3462846openalex-snapshot
Leveraging Lead Bias for Zero-shot Abstractive News Summarization
inferredcites →https://doi.org/10.1145/3419106openalex-snapshot
Neural Abstractive Text Summarization with Sequence-to-Sequence Models
inferredcites →https://doi.org/10.1145/3477314.3507256openalex-snapshot
Attention-based clinical note summarization
inferredcites →https://doi.org/10.1145/3491102.3517461openalex-snapshot
CatchLive: Real-time Summarization of Live Streams with Stream Content and Interaction Data
inferredcites →https://doi.org/10.1145/3539597.3570479openalex-snapshot
Long-Document Cross-Lingual Summarization
inferredcites →https://doi.org/10.1145/3584700openalex-snapshot
A Survey on Multi-modal Summarization
inferredcites →https://doi.org/10.1145/3617680openalex-snapshot
A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models
inferredcites →https://doi.org/10.1147/rd.22.0159openalex-snapshot
The Automatic Creation of Literature Abstracts
inferredcites →https://doi.org/10.1155/2016/5130603openalex-snapshot
Text Summarization Using FrameNet-Based Semantic Graph Model
inferredcites →https://doi.org/10.1155/2022/1166989openalex-snapshot
[Retracted] Automatic Text Summarization for Public Health WeChat Official Accounts Platform Base on Improved TextRank
inferredcites →https://doi.org/10.1155/2022/5303503openalex-snapshot
Lecture Video Automatic Summarization System Based on DBNet and Kalman Filtering
inferredcites →https://doi.org/10.1162/tacl_a_00632openalex-snapshot
Benchmarking Large Language Models for News Summarization
inferredcites →https://doi.org/10.1186/s40537-023-00836-yopenalex-snapshot
EXABSUM: a new text summarization approach for generating extractive and abstractive summaries
inferredcites →https://doi.org/10.1609/aaai.v31i1.10958openalex-snapshot
SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents
inferredcites →https://doi.org/10.1609/aaai.v34i01.5328openalex-snapshot
MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization
inferredcites →https://doi.org/10.1609/aaai.v35i14.17503openalex-snapshot
Meta-Transfer Learning for Low-Resource Abstractive Summarization
inferredcites →https://doi.org/10.1609/aaai.v37i11.26503openalex-snapshot
Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards
inferredcites →https://doi.org/10.1609/icwsm.v3i1.13937openalex-snapshot
Gephi: An Open Source Software for Exploring and Manipulating Networks
inferredcites →https://doi.org/10.18637/jss.v091.i02openalex-snapshot
stm : An R Package for Structural Topic Models
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.124openalex-snapshot
SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.494openalex-snapshot
Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.547openalex-snapshot
Multi-hop Inference for Question-driven Summarization
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.648openalex-snapshot
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.141openalex-snapshot
Self-Supervised and Controlled Multi-Document Opinion Summarization
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.154openalex-snapshot
Globalizing BERT-based Transformer Architectures for Long Document Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.57openalex-snapshot
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
inferredcites →https://doi.org/10.18653/v1/2021.spnlp-1.1openalex-snapshot
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.42openalex-snapshot
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.74openalex-snapshot
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.143openalex-snapshot
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.718openalex-snapshot
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization
inferredcites →https://doi.org/10.18653/v1/d17-1114openalex-snapshot
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video
inferredcites →https://doi.org/10.18653/v1/d18-1206openalex-snapshot
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
inferredcites →https://doi.org/10.18653/v1/d18-1443openalex-snapshot
Bottom-Up Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/d18-1445openalex-snapshot
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning
inferredcites →https://doi.org/10.18653/v1/d19-1387openalex-snapshot
Text Summarization with Pretrained Encoders
inferredcites →https://doi.org/10.18653/v1/d19-1389openalex-snapshot
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle
inferredcites →https://doi.org/10.18653/v1/k16-1028openalex-snapshot
Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
inferredcites →https://doi.org/10.18653/v1/n19-1204openalex-snapshot
A Robust Abstractive System for Cross-Lingual Summarization
inferredcites →https://doi.org/10.18653/v1/p16-1046openalex-snapshot
Neural Summarization by Extracting Sentences and Words
inferredcites →https://doi.org/10.18653/v1/p18-1063openalex-snapshot
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
inferredcites →https://doi.org/10.18653/v1/p19-1214openalex-snapshot
Self-Supervised Learning for Contextualized Extractive Summarization
inferredcites →https://doi.org/10.18653/v1/p19-1499openalex-snapshot
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
inferredcites →https://doi.org/10.18653/v1/p19-1500openalex-snapshot
Hierarchical Transformers for Multi-Document Summarization
inferredcites →https://doi.org/10.21512/comtech.v7i4.3746openalex-snapshot
Single Document Automatic Text Summarization using Term Frequency-Inverse Document Frequency (TF-IDF)
inferredcites →https://doi.org/10.2307/1907187openalex-snapshot
Nonparametric Tests Against Trend
inferredcites →https://doi.org/10.3115/1118108.1118117openalex-snapshot
NLTK
inferredcites →https://doi.org/10.3115/v1/d14-1196openalex-snapshot
Dependency-based Discourse Parser for Single-Document Summarization
inferredcites →https://doi.org/10.3115/v1/e14-1056openalex-snapshot
Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality
inferredcites →https://doi.org/10.3115/v1/w15-0624openalex-snapshot
Generating Reference Texts for Short Answer Scoring Using Graph-based Summarization
inferredcites →https://doi.org/10.3233/jifs-234709openalex-snapshot
Dilated convolution for enhanced extractive summarization: A GAN-based approach with BERT word embedding
inferredcites →https://doi.org/10.32890/jict2021.20.3.3openalex-snapshot
A SYNTACTIC-BASED SENTENCE VALIDATION TECHNIQUE FOR MALAY TEXT SUMMARIZER
inferredcites →https://doi.org/10.33039/ami.2021.04.002openalex-snapshot
Abstractive text summarization for Hungarian
inferredcites →https://doi.org/10.3390/app112210596openalex-snapshot
Event Monitoring and Intelligence Gathering Using Twitter Based Real-Time Event Summarization and Pre-Trained Model Techniques
inferredcites →https://doi.org/10.3390/app13137620openalex-snapshot
Abstractive vs. Extractive Summarization: An Experimental Review
inferredcites →https://doi.org/10.3390/app9245427openalex-snapshot
A Weighted PageRank-Based Bug Report Summarization Method Using Bug Report Relationships
inferredcites →https://doi.org/10.48550/arxiv.1705.04304openalex-snapshot
A Deep Reinforced Model for Abstractive Summarization
inferredcites →https://doi.org/10.48550/arxiv.2004.05150openalex-snapshot
Longformer: The Long-Document Transformer
inferredcites →https://doi.org/10.52202/075280-1442openalex-snapshot
Hierarchically Gated Recurrent Neural Network for Sequence Modeling
inferredcites →https://doi.org/10.5755/j01.itc.50.2.25470openalex-snapshot
Big Data Full-Text Search Index Minimization Using Text Summarization
inferredcites →https://doi.org/10.7326/0003-4819-151-4-200908180-00135openalex-snapshot
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.