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A Survey on Event-Based News Narrative Extraction

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

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narrative and narratology
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Exploiting temporal characteristics of features for effectively discovering event episodes from news corpora
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Tracing the Event Evolution of Terror Attacks from On-Line News
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Master Narratives of Islamist Extremism
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Information and Sufficiency
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TLS-Covid19: A New Annotated Corpus for Timeline Summarization
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Timeline Summarization from Relevant Headlines
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A Multi-news Timeline Summarization Algorithm Based on Aging Theory
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Acquisition and Preparation of Data for OSINT Investigations
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Grimes’ Fairy Tales: A 1960s Story Generator
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Storytelling with Signal Injection: Focusing Stories with Domain Knowledge
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News Timeline Generation: Accounting for Structural Aspects and Temporal Nature of News Stream
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Life Cycle Modeling of News Events Using Aging Theory
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A Novel Text Classification Approach Based on Enhanced Association Rule
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Timeline Analysis of Web News Events
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Recall-Oriented Evaluation Metrics for Consistent Translation of Japanese Legal Sentences
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Generating Risk Maps for Evolution Analysis of Societal Risk Events
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Vertex-reinforced random walk
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Finding story chains in newswire articles using random walks
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Event phase oriented news summarization
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dTexSL: A dynamic disaster textual storyline generating framework
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Exploring the Interactions of Storylines from Informative News Events
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Analyzing evolving stories in news articles
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Implementing agglomerative hierarchic clustering algorithms for use in document retrieval
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Temporal event searches based on event maps and relationships
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Storyline-based summarization for news topic retrospection
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A survey on evaluation of summarization methods
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Leveraging Topic Models to Develop Metrics for Evaluating the Quality of Narrative Threads Extracted from News Stories
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The Cambridge Introduction to Narrative
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Narrative Theory
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On the hyper-dirichlet type 1 and hyper-liouville distributions
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Defence and Promotion of Desired State Identity in Russia’s Strategic Narrative
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Systematic Literature Review to Investigate the Application of Open Source Intelligence (OSINT) with Artificial Intelligence
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Strategic narratives: communication power and the new world order
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Comparison of PubMed, Scopus, Web of Science, and Google Scholar: strengths and weaknesses
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How to evaluate data visualizations across different levels of understanding
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An event timeline extraction method based on news corpus
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Generating Breakpoint-based Timeline Overview for News Topic Retrospection
inferredcites →https://doi.org/10.1109/icebe.2014.49openalex-snapshot
Discovering Event Evolution Graphs Based on News Articles Relationships
inferredcites →https://doi.org/10.1109/icpr.1994.576958openalex-snapshot
Normalizing the weighted edit distance
inferredcites →https://doi.org/10.1109/iri.2012.6302996openalex-snapshot
Finding story chains in newswire articles
inferredcites →https://doi.org/10.1109/iri.2014.7051942openalex-snapshot
Generating textual storyline to improve situation awareness in disaster management
inferredcites →https://doi.org/10.1109/tciaig.2016.2546063openalex-snapshot
A Survey on Story Generation Techniques for Authoring Computational Narratives
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Topic-sensitive pagerank: A context-sensitive ranking algorithm for web search
inferredcites →https://doi.org/10.1109/tkde.2010.228openalex-snapshot
TSCAN: A Content Anatomy Approach to Temporal Topic Summarization
inferredcites →https://doi.org/10.1109/tsmca.2009.2015885openalex-snapshot
Discovering Event Evolution Graphs From News Corpora
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/10.1109/vast.2018.8802424openalex-snapshot
The Effect of Semantic Interaction on Foraging in Text Analysis
inferredcites →https://doi.org/10.1126/science.1136800openalex-snapshot
Clustering by Passing Messages Between Data Points
inferredcites →https://doi.org/10.1137/1.9781611974010.62openalex-snapshot
Tracking Events Using Time-dependent Hierarchical Dirichlet Tree Model
inferredcites →https://doi.org/10.1145/1008992.1009065openalex-snapshot
Query based event extraction along a timeline
inferredcites →https://doi.org/10.1145/1031171.1031258openalex-snapshot
Event threading within news topics
inferredcites →https://doi.org/10.1145/1081870.1081939openalex-snapshot
Unweaving a web of documents
inferredcites →https://doi.org/10.1145/1143844.1143859openalex-snapshot
Dynamic topic models
inferredcites →https://doi.org/10.1145/1183614openalex-snapshot
Proceedings of the 15th ACM international conference on Information and knowledge management - CIKM '06
inferredcites →https://doi.org/10.1145/122860.122889openalex-snapshot
Complementary structures in disjoint science literatures
inferredcites →https://doi.org/10.1145/1390334.1390437openalex-snapshot
A simple and efficient sampling method for estimating AP and NDCG
inferredcites →https://doi.org/10.1145/1835804.1835884openalex-snapshot
Connecting the dots between news articles
inferredcites →https://doi.org/10.1145/1835804.1835931openalex-snapshot
DivRank
inferredcites →https://doi.org/10.1145/2086737.2086744openalex-snapshot
Connecting Two (or Less) Dots
inferredcites →https://doi.org/10.1145/2187836.2187957openalex-snapshot
Trains of thought
inferredcites →https://doi.org/10.1145/2396761.2396787openalex-snapshot
Generating event storylines from microblogs
inferredcites →https://doi.org/10.1145/2487575.2487690openalex-snapshot
Information cartography
inferredcites →https://doi.org/10.1145/2487788.2487829openalex-snapshot
Predicting relevant news events for timeline summaries
inferredcites →https://doi.org/10.1145/2615569.2615680openalex-snapshot
Latent dirichlet allocation
inferredcites →https://doi.org/10.1145/2735624openalex-snapshot
Information cartography
inferredcites →https://doi.org/10.1145/2756406.2756919openalex-snapshot
Time will Tell
inferredcites →https://doi.org/10.1145/2854946.2854972openalex-snapshot
Assessing Learning Outcomes in Web Search
inferredcites →https://doi.org/10.1145/312624.312649openalex-snapshot
Probabilistic latent semantic indexing
inferredcites →https://doi.org/10.1145/3132847openalex-snapshot
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management
inferredcites →https://doi.org/10.1145/3308558.3313396openalex-snapshot
A Graph is Worth a Thousand Words: Telling Event Stories using Timeline Summarization Graphs
inferredcites →https://doi.org/10.1145/3373464.3373475openalex-snapshot
Misinformation in Social Media
inferredcites →https://doi.org/10.1145/3377939openalex-snapshot
Story Forest
inferredcites →https://doi.org/10.1145/3404835.3462954openalex-snapshot
Summarize Dates First: A Paradigm Shift in Timeline Summarization
inferredcites →https://doi.org/10.1145/3432927openalex-snapshot
Narrative Maps
inferredcites →https://doi.org/10.1145/3450287openalex-snapshot
Event Prediction in the Big Data Era
inferredcites →https://doi.org/10.1145/345508.345546openalex-snapshot
Automatic generation of overview timelines
inferredcites →https://doi.org/10.1145/354756.354815openalex-snapshot
Creating and evaluating multi-document sentence extract summaries
inferredcites →https://doi.org/10.1147/jrd.2019.2896157openalex-snapshot
The long path to narrative generation
inferredcites →https://doi.org/10.1147/rd.22.0159openalex-snapshot
The Automatic Creation of Literature Abstracts
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A comparison of benchmark task and insight evaluation methods for information visualization
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Hierarchical Dirichlet Processes
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On Information and Sufficiency
inferredcites →https://doi.org/10.14778/1929861.1929864openalex-snapshot
Fast incremental and personalized PageRank
inferredcites →https://doi.org/10.1525/9780520341715openalex-snapshot
A Grammar of Motives
inferredcites →https://doi.org/10.1613/jair.1523openalex-snapshot
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization
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Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.122openalex-snapshot
Examining the State-of-the-Art in News Timeline Summarization
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Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
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Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries
inferredcites →https://doi.org/10.18653/v1/2023.acl-shortopenalex-snapshot
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
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Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
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Proceedings of The 12th International Workshop on Semantic Evaluation
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Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
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Optimized Event Storyline Generation based on Mixture-Event-Aspect Model
inferredcites →https://doi.org/10.18653/v1/d13-1098openalex-snapshot
Building Event Threads out of Multiple News Articles
inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
inferredcites →https://doi.org/10.18653/v1/s15-2132openalex-snapshot
SemEval-2015 Task 4: TimeLine: Cross-Document Event Ordering
inferredcites →https://doi.org/10.18653/v1/w17-27openalex-snapshot
Proceedings of the Events and Stories in the News Workshop
inferredcites →https://doi.org/10.18653/v1/w17-2701openalex-snapshot
newsLens: building and visualizing long-ranging news stories
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Computational Modeling of Narrative
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RankEval: Open Tool for Evaluation of Machine-Learned Ranking
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Proceedings of the 2003 conference on Empirical methods in natural language processing -
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Proceedings of the 20th international conference on Computational Linguistics - COLING '04
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A method for relating multiple newspaper articles by using graphs, and its application to Webcasting
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A method for relating multiple newspaper articles by using graphs, and its application to Webcasting
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Comparative Timeline Summarization via Dynamic Affinity-Preserving Random Walk
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AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
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Linking Motif Sequences with Tale Types by Machine Learning
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Strategic Narratives
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A New Two-layer Storyline Generation Framework for Disaster Management
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Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events
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Narrative Maps: An Algorithmic Approach to Represent and Extract Information Narratives
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Latent Dirichlet Allocation

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