Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:56:13.002659Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2502.08496.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T04:56:13.002659Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:23:55.117486Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T18:16:17.926450Z
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a36dc128-6d72-418b-b6b7-57d02c3cd9e0 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Latent dirichlet allocation
Reference 1
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Observation 682317e3-5438-4874-88b1-b434a40c4094 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Reference 2
Source-reported events for the cited work
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Observation ea913d2d-7848-4bbd-89fb-b48f119dc045 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords The application of text mining methods in innovation research: current state, evolution patterns, and development priorities
Reference 3
Source-reported events for the cited work
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Observation 52a5b08d-b630-4844-ad2e-bb8abaa62fbe · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Evolution of topics and trends in emerging research fields: multiple analyses with entity linking, Mann–Kendall test and burst methods in cloud computing
Reference 4
Source-reported events for the cited work
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Observation 9f1f1db2-0867-4791-a1ae-c2c166229e6a · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Short Text Clustering with a Deep Multi-embedded Self-supervised Model
Reference 5
Source-reported events for the cited work
correction dated 2022-01-17. Source: crossref record 10.1007/978-3-030-86383-8_55->10.1007/978-3-030-86383-8_12:correction, observed 2026-07-11T03:09:17.867122+00:00. This notice travels one citation hop only.
Observation 05c3b065-778c-41ee-a7e0-c17da25e50e8 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Document clustering with dual supervision through feature reweighting
Reference 6
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Observation 3f8159c5-53a6-42cc-ac88-7dbcb685579f · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Hyperspherical Fuzzy clustering for online document categorization
Reference 7
Source-reported events for the cited work
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Observation 29744467-437d-4bc5-8146-1a63c3513457 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Clustering massive-categories and complex documents via graph convolutional network
Reference 8
Source-reported events for the cited work
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Observation 58247401-6528-44c7-b37a-a3a65c43426d · outbound
Fine-Tuning Topics through Weighting Aspect Keywords The integrative domain of foresight and competitive intelligence and its impact on R&D management: Integrative domain of foresight and competitive intelligence
Reference 9
Source-reported events for the cited work
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Observation 9f0f9e77-1712-4e10-ac70-9e32f2cc799a · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Linking technology intelligence to open innovation
Reference 10
Source-reported events for the cited work
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Observation 335756ff-8b93-4626-bb46-fe5b225914d8 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Systematic Mapping Studies in Software Engineering
Reference 11
Source-reported events for the cited work
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Observation 5c928b4e-e850-4889-be14-4167c66eb56c · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Guidelines for conducting systematic mapping studies in software engineering: An update
Reference 12
Source-reported events for the cited work
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Observation 6e9fcfb6-c107-4647-88ef-1ac6073b574f · outbound
Fine-Tuning Topics through Weighting Aspect Keywords A correlated topic model of science
Reference 13
Source-reported events for the cited work
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Observation 5dd24bb2-d8b1-4b25-b806-90dc17d3d357 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords An empirical study on innovation ecosystem, technological trajectory transition, and innovation performance
Reference 14
Source-reported events for the cited work
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Observation faf2884f-c2f1-4918-81d3-d7bfceb9d7f1 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Linguistic regularities in continuous space word representations
Reference 15
Source-reported events for the cited work
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Observation bfd23ad8-d151-4b79-9595-2aad7dcf89d9 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Term-weighting approaches in automatic text retrieval
Reference 16
Source-reported events for the cited work
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Observation efd91aaf-83d5-4daa-a8a3-e28f0836173c · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Incremental fuzzy clustering for document categorization
Reference 17
Source-reported events for the cited work
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Observation aef7c418-9890-4eec-a086-36678c09054f · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Probabilistic word selection via topic modeling
Reference 18
Source-reported events for the cited work
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Observation a4f0356f-9a53-489a-8e96-682692374ce0 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Incorporating lexical priors into topic models
Reference 19
Source-reported events for the cited work
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Observation 2b857dfe-e818-44b9-a197-8d251f49b8ce · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Seed-guided topic model for document filtering and classification
Reference 20
Source-reported events for the cited work
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Observation 252702a0-3b33-4207-89d9-88b021fe8587 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Unresolved cited work
Reference 21
Source-reported events for the cited work
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Observation 4afb0361-3706-4e3a-bb5c-e10880014b5b · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Research proposal content extraction using natural language processing and semi-supervised clustering: A demonstration and comparative analysis
Reference 22
Source-reported events for the cited work
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Observation c773b115-a9c1-422a-a973-24961acc51d3 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Document Clustering With Dual Supervision Through Feature Reweighting
Reference 23
Source-reported events for the cited work
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Observation 2d7c9b20-b804-42c0-bedd-3bb31af827cc · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Learning to cluster documents into workspaces using large scale activity logs
Reference 24
Source-reported events for the cited work
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Observation 7be789a0-bf1e-4352-a3c6-2a2e7de9931b · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Automatic constraints generation for semisupervised clustering: experiences with documents classification
Reference 25
Source-reported events for the cited work
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Observation 7f5c0f10-c73c-4674-ab3a-5d5ce2c29a96 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Heterogeneity of optimal balance between exploration and exploitation:the moderating roles of firm technological capability and industry alliance network position
Reference 26
Source-reported events for the cited work
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Observation 9e21fb75-67ac-419a-8db9-a32763d97c96 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords The Interplay Between Exploration and Exploitation
Reference 27
Source-reported events for the cited work
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Observation 523911b4-e027-404f-8c96-c482f608cd92 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Intention-guided deep semi-supervised document clustering via metric learning
Reference 28
Source-reported events for the cited work
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Observation 36349085-0eb3-4f41-8878-de78bedbf9bb · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Enhancing neural topic model with multi-level supervisions from seed words
Reference 29
Source-reported events for the cited work
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Observation d3cc2765-94c9-45d4-a7f4-793a7bc09034 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Design Science in Information Systems Research
Reference 30
Source-reported events for the cited work
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Observation e76c036c-c61e-45b2-87b3-fc03b4ef1031 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Anticipating Future Innovation Pathways Through Large Data Analysis
Reference 31
Source-reported events for the cited work
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Observation b4a7351c-d132-44c0-8a29-6caba68ab492 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Secure Quantum Communication Technologies and Systems: From Labs to Markets
Reference 32
Source-reported events for the cited work
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Observation 001409a0-3192-4d45-9368-8470e185fcc6 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords A Design Science Research Methodology for Information Systems Research
Reference 33
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Observation ecc6c144-ba76-45e9-a8fe-f1a2a9489dce · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Present landscape of quantum computing
Reference 34
Source-reported events for the cited work
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Observation 42a0cba0-d999-4d2b-8548-0d7007787af8 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Quantum Communications in Future Networks and Services
Reference 35
Source-reported events for the cited work
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Observation e3a2b7e8-5f49-4628-a021-ed78b3cf080f · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Introduction to information retrieval
Reference 36
Source-reported events for the cited work
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Observation c0d5ae03-a3e6-45f3-bdf1-8cf396e9c7a0 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Active Learning Literature Survey
Reference 37
Source-reported events for the cited work
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Observation 2338527b-2739-47f2-9e72-0130bbfbd04b · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Supervised clustering-algorithms and benefits
Reference 38
Source-reported events for the cited work
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Observation 5e990d60-87b9-4f72-beec-aec532aa5603 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords An algorithm to cluster documents based on relevance
Reference 39
Source-reported events for the cited work
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Observation 71d5ee0b-2a59-4d6a-9930-020b92e7dd52 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Seeded Sequential LDA: A Semi-Supervised Algorithm for Topic-Specific Analysis of Sentences
Reference 40
Source-reported events for the cited work
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Observation d3a3df9e-0f70-4e6b-997c-126727560274 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Improving topic models with latent feature word representations
Reference 41
Source-reported events for the cited work
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Observation 43eb0f1a-9630-4ff1-ae11-6bd26d5369ff · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Using structural topic modeling to identify latent topics and trends in aviation incident reports
Reference 42
Source-reported events for the cited work
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Observation 5d824493-588c-4d21-8c9a-5541992c2d58 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Semisupervised fuzzy clustering with partition information of subsets
Reference 43
Source-reported events for the cited work
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Observation 9701171a-29af-4199-aef3-176db0df042c · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Self-organizing weighted incremental probabilistic latent semantic analysis
Reference 44
Source-reported events for the cited work
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Observation 44aba68c-f234-4179-a60c-34abd98f9e72 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Dataless text classification: A topic modeling approach with document manifold
Reference 45
Source-reported events for the cited work
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Observation f3462056-fdcb-400e-b35c-6e9fce3acc5a · outbound
Fine-Tuning Topics through Weighting Aspect Keywords tBERT: Topic models and BERT joining forces for semantic similarity detection
Reference 46
Source-reported events for the cited work
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Fine-Tuning Topics through Weighting Aspect Keywords Research on Multi-label Text Classification Method Based on tALBERT-CNN
Reference 47
Source-reported events for the cited work
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Observation 6258cdb7-df56-4827-a21f-bd27195cbf45 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Supervised topic models for multi-label classification
Reference 48
Source-reported events for the cited work
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Fine-Tuning Topics through Weighting Aspect Keywords An overview of topic modeling and its current applications in bioinformatics
Reference 49
Source-reported events for the cited work
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Fine-Tuning Topics through Weighting Aspect Keywords DOLDA: a regularized supervised topic model for high-dimensional multi-class regression
Reference 50
Source-reported events for the cited work
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Observation 07f6be98-c620-4505-a74c-a408b181d702 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Twin labeled LDA: a supervised topic model for document classification
Reference 51
Source-reported events for the cited work
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Observation 79f9ef62-7d2c-44cb-bd81-e9be32964a04 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Effective document labeling with very few seed words: A topic model approach
Reference 52
Source-reported events for the cited work
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Observation 720d609f-8c2e-47ab-8d74-1cb8b99cabf1 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Labelset topic model for multi-label document classification
Reference 53
Source-reported events for the cited work
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Observation 2bec6659-101b-4f3c-9d21-36c292c127f1 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Dataless Text Classification: A Topic Modeling Approach with Document Manifold
Reference 54
Source-reported events for the cited work
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Observation 95d38478-6f23-48bb-b142-6675e253b7d6 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Multi-label dataless text classification with topic modeling
Reference 55
Source-reported events for the cited work
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Fine-Tuning Topics through Weighting Aspect Keywords Seed-guided deep document clustering
Reference 56
Source-reported events for the cited work
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Fine-Tuning Topics through Weighting Aspect Keywords Community detection in social networks considering topic correlations
Reference 57
Source-reported events for the cited work
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Observation b0faa5da-a17c-46e4-855f-a1e7031f9048 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Transferable adversarial examples can efficiently fool topic models
Reference 58
Source-reported events for the cited work
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Observation 175f8b43-f5a0-450a-8297-11824abd1758 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Topic extraction from extremely short texts with variational manifold regularization
Reference 59
Source-reported events for the cited work
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Observation f6208636-ae06-4971-b22f-b1a717dd84e3 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords HiGitClass: Keyword-driven hierarchical classification of GitHub repositories
Reference 60
Source-reported events for the cited work
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Observation b5d7473c-4bd4-4c50-82ef-342332c13651 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts
Reference 61
Source-reported events for the cited work
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Observation e22d454a-3b96-4a0a-a69f-2a0b80b331a2 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Topic sentiment mixture: modeling facets and opinions in weblogs
Reference 62
Source-reported events for the cited work
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Observation 4663ad28-f305-4190-b568-eb3335aba111 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords A study of classification of texts into categories of cybersecurity incident and attack with topic models
Reference 63
Source-reported events for the cited work
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Observation 14c0725b-0eff-4852-bfa0-5ca8b9fcb215 · outbound
Fine-Tuning Topics through Weighting Aspect Keywords A two-dimensional topic-Aspect Model for discovering multi-faceted topics
Reference 65
Source-reported events for the cited work
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Observation 36d86046-40de-41fa-bbf5-5c70712dfaec · outbound
Fine-Tuning Topics through Weighting Aspect Keywords Unresolved cited work
Reference 2008
Source-reported events for the cited work
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Observation 30dee4c8-2f74-4b29-aa95-910fde2b852b · inbound
Exploring the Technology Landscape through Topic Modeling, Expert Involvement, and Reinforcement Learning Fine-Tuning Topics through Weighting Aspect Keywords
Reference 232
Source-reported events for the cited work
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