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Sentence Relations for Extractive Summarization with Deep Neural Networks
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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A Study of Global Inference Algorithms in Multi-document Summarization
inferredcites →https://doi.org/10.1007/bf01588971openalex-snapshot
An analysis of approximations for maximizing submodular set functions—I
inferredcites →https://doi.org/10.1016/j.ipm.2003.10.006openalex-snapshot
Centroid-based summarization of multiple documents
inferredcites →https://doi.org/10.1016/j.ipm.2009.07.004openalex-snapshot
A bottom-up approach to sentence ordering for multi-document summarization
inferredcites →https://doi.org/10.1016/j.ipm.2010.03.005openalex-snapshot
Applying regression models to query-focused multi-document summarization
inferredcites →https://doi.org/10.1016/s1352-2310(97)00447-0openalex-snapshot
Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences
inferredcites →https://doi.org/10.1109/72.80266openalex-snapshot
The multilayer perceptron as an approximation to a Bayes optimal discriminant function
inferredcites →https://doi.org/10.1109/icassp.2013.6638947openalex-snapshot
Speech recognition with deep recurrent neural networks
inferredcites →https://doi.org/10.1109/tkde.2014.2359652openalex-snapshot
PPSGen: Learning-Based Presentation Slides Generation for Academic Papers
inferredcites →https://doi.org/10.1145/1321440.1321454openalex-snapshot
Developing learning strategies for topic-based summarization
inferredcites →https://doi.org/10.1145/1390334.1390386openalex-snapshot
Multi-document summarization using cluster-based link analysis
inferredcites →https://doi.org/10.1145/215206.215333openalex-snapshot
A trainable document summarizer
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Personalized time-aware tweets summarization
inferredcites →https://doi.org/10.1145/2766447openalex-snapshot
Deep Dependency Substructure-Based Learning for Multidocument Summarization
inferredcites →https://doi.org/10.1145/290941.291025openalex-snapshot
The use of MMR, diversity-based reranking for reordering documents and producing summaries
inferredcites →https://doi.org/10.1145/2983323.2983710openalex-snapshot
Time-aware Multi-Viewpoint Summarization of Multilingual Social Text Streams
inferredcites →https://doi.org/10.1145/3077136.3080792openalex-snapshot
Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model
inferredcites →https://doi.org/10.1145/3130348.3130369openalex-snapshot
The Use of MMR, Diversity-Based Reranking for Reordering Documents and Producing Summaries
inferredcites →https://doi.org/10.1147/rd.22.0159openalex-snapshot
The Automatic Creation of Literature Abstracts
inferredcites →https://doi.org/10.1162/tacl_a_00097openalex-snapshot
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
inferredcites →https://doi.org/10.1609/aaai.v29i1.9490openalex-snapshot
Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization
inferredcites →https://doi.org/10.1609/aaai.v31i1.11007openalex-snapshot
Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization
inferredcites →https://doi.org/10.1613/jair.1523openalex-snapshot
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization
inferredcites →https://doi.org/10.1613/jair.991openalex-snapshot
Inferring Strategies for Sentence Ordering in Multidocument News Summarization
inferredcites →https://doi.org/10.18653/v1/d15-1042openalex-snapshot
Sentence Compression by Deletion with LSTMs
inferredcites →https://doi.org/10.18653/v1/d15-1044openalex-snapshot
A Neural Attention Model for Abstractive Sentence Summarization
inferredcites →https://doi.org/10.18653/v1/d15-1229openalex-snapshot
LCSTS: A Large Scale Chinese Short Text Summarization Dataset
inferredcites →https://doi.org/10.18653/v1/d15-1232openalex-snapshot
Summarization Based on Embedding Distributions
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/k17-1045openalex-snapshot
Graph-based Neural Multi-Document Summarization
inferredcites →https://doi.org/10.18653/v1/n16-1012openalex-snapshot
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
inferredcites →https://doi.org/10.18653/v1/p16-1046openalex-snapshot
Neural Summarization by Extracting Sentences and Words
inferredcites →https://doi.org/10.3115/1073083.1073160openalex-snapshot
From single to multi-document summarization
inferredcites →https://doi.org/10.3115/1075096.1075165openalex-snapshot
Probabilistic text structuring
inferredcites →https://doi.org/10.3115/1117575.1117578openalex-snapshot
Centroid-based summarization of multiple documents
inferredcites →https://doi.org/10.3115/1117575.1117580openalex-snapshot
Multi-document summarization by sentence extraction
inferredcites →https://doi.org/10.3115/1219044.1219064openalex-snapshot
Graph-based ranking algorithms for sentence extraction, applied to text summarization
inferredcites →https://doi.org/10.3115/1611638.1611640openalex-snapshot
A scalable global model for summarization
inferredcites →https://doi.org/10.3115/1613715.1613811openalex-snapshot
An exploration of document impact on graph-based multi-document summarization
inferredcites →https://doi.org/10.3115/980691.980791openalex-snapshot
Using leading text for news summaries
inferredcites →https://doi.org/10.3115/990820.990892openalex-snapshot
The automated acquisition of topic signatures for text summarization
inferredcites →https://doi.org/10.3115/v1/e14-1075openalex-snapshot
Improving the Estimation of Word Importance for News Multi-Document Summarization
inferredcites →https://doi.org/10.3115/v1/p15-2136openalex-snapshot
Learning Summary Prior Representation for Extractive Summarization
inferredcites →https://doi.org/10.3115/v1/w14-1504openalex-snapshot
Extractive Summarization using Continuous Vector Space Models
inferredcites →https://doi.org/10.48550/arxiv.1210.4871openalex-snapshot
Learning Mixtures of Submodular Shells with Application to Document Summarization
inferredcites →https://doi.org/10.48550/arxiv.1506.01597openalex-snapshot
Abstractive Multi-Document Summarization via Phrase Selection and Merging
inferredcites →https://doi.org/10.48550/arxiv.1507.02062openalex-snapshot
Multi-Document Summarization via Discriminative Summary Reranking
inferredcites →https://doi.org/10.48550/arxiv.1604.00125openalex-snapshot
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
inferredcites →https://doi.org/10.5555/1953048.2021068openalex-snapshot
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
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Accurate methods for the statistics of surprise and coincidence
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-030-62008-0_5openalex-snapshot
A Compare-Aggregate Model with External Knowledge for Query-Focused Summarization
inferred← citeshttps://doi.org/10.1007/978-3-031-39144-6_6openalex-snapshot
A Comparative Study of Sentence Embeddings for Unsupervised Extractive Multi-document Summarization
inferred← citeshttps://doi.org/10.1007/978-3-031-53963-3_41openalex-snapshot
Overview of Approaches for Increasing Coherence in Extractive Summaries
inferred← citeshttps://doi.org/10.1007/s11042-023-15589-2openalex-snapshot
Automatic text summarization using deep reinforced model coupling contextualized word representation and attention mechanism
inferred← citeshttps://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
inferred← citeshttps://doi.org/10.1007/s12652-021-03165-1openalex-snapshot
Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion
inferred← citeshttps://doi.org/10.1007/s40747-023-01170-9openalex-snapshot
Cross-modal knowledge guided model for abstractive summarization
inferred← citeshttps://doi.org/10.1016/j.datak.2025.102531openalex-snapshot
Query-based automatic text summarization using query expansion approach
inferred← citeshttps://doi.org/10.1016/j.eswa.2020.114555openalex-snapshot
A novel extractive multi-document text summarization system using quantum-inspired genetic algorithm: MTSQIGA
inferred← citeshttps://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
inferred← citeshttps://doi.org/10.1016/j.ipm.2020.102341openalex-snapshot
A semantic approach to extractive multi-document summarization: Applying sentence expansion for tuning of conceptual densities
inferred← citeshttps://doi.org/10.1016/j.ipm.2020.102359openalex-snapshot
Candidate sentence selection for extractive text summarization
inferred← citeshttps://doi.org/10.1016/j.jksuci.2020.05.006openalex-snapshot
Review of automatic text summarization techniques & methods
inferred← citeshttps://doi.org/10.1016/j.knosys.2019.07.019openalex-snapshot
Multi-document extractive text summarization: A comparative assessment on features
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.115510openalex-snapshot
ILrLSUMM+: A NER-infused Multi-objective Paradigm to Summarize News in Low-resource Indian Languages
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.08.078openalex-snapshot
Automatic topic labeling using graph-based pre-trained neural embedding
inferred← citeshttps://doi.org/10.1109/access.2019.2936832openalex-snapshot
An Approach for Combining Multiple Weighting Schemes and Ranking Methods in Graph-Based Multi-Document Summarization
inferred← citeshttps://doi.org/10.1109/access.2019.2940516openalex-snapshot
Automatic Labeling of Topic Models Using Graph-Based Ranking
inferred← citeshttps://doi.org/10.1109/access.2023.3314524openalex-snapshot
Can Anaphora Resolution Improve Extractive Query-Focused Multi-Document Summarization?
inferred← citeshttps://doi.org/10.1109/edpee61724.2024.00152openalex-snapshot
Automatic Summarization and Key Information Extraction Algorithm of Japanese Corpus Based on Deep Neural Network
inferred← citeshttps://doi.org/10.1109/icis64839.2024.10887480openalex-snapshot
A Survey on Transformer-Based Extractive Summarization Methods
inferred← citeshttps://doi.org/10.1109/infoct.2019.8710851openalex-snapshot
A Comparative Study of Deep Learning Approaches for Query-Focused Extractive Multi-Document Summarization
inferred← citeshttps://doi.org/10.1109/qrs-c65679.2025.00055openalex-snapshot
A Semantic-Driven Method for Adaptive Compression in Retrieval-Augmented Generation for Language Models
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Label Concreteness-Guided Diverse Data Synthesis for Low-Resource Relation Extraction
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Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions
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Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning
inferred← citeshttps://doi.org/10.1145/3366423.3380009openalex-snapshot
Unsupervised Dual-Cascade Learning with Pseudo-Feedback Distillation for Query-Focused Extractive Summarization
inferred← citeshttps://doi.org/10.1145/3406109openalex-snapshot
Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning
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Preserve Integrity in Realtime Event Summarization
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Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results
inferred← citeshttps://doi.org/10.1145/3517221openalex-snapshot
Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order
inferred← citeshttps://doi.org/10.1145/3520082openalex-snapshot
Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction
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Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews
inferred← citeshttps://doi.org/10.1145/3733597openalex-snapshot
New Paradigm for Evaluating Scholar Summaries: A Facet-aware Metric and a Meta-evaluation Benchmark
inferred← citeshttps://doi.org/10.1155/2022/1176943openalex-snapshot
Semantic Analysis Technology of English Translation Based on Deep Neural Network
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A hybrid approach for text summarization using semantic latent Dirichlet allocation and sentence concept mapping with transformer
inferred← citeshttps://doi.org/10.14569/ijacsa.2022.0130415openalex-snapshot
An Efficient Productive Feature Selection and Document Clustering (PFS-DocC) Model for Document Clustering
inferred← citeshttps://doi.org/10.14569/ijacsa.2022.0130768openalex-snapshot
An Extractive Text Summarization based on Candidate Summary Sentences using Fuzzy-Decision Tree
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Submodular Span, with Applications to Conditional Data Summarization
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StructSum: Summarization via Structured Representations
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Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation
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Charge Prediction by Constitutive Elements Matching of Crimes
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Document Clustering Using Graph Based Fuzzy Association Rule Generation
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SUMMARIZING INDONESIAN NEWS ARTICLES USING GRAPH CONVOLUTIONAL NETWORK
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