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Paper Citation Record · LEDGER

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

As of 18 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 2 inbound Pith citation observations for arXiv:2506.11012.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.11012 v1

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:02:34.783325Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T15:27:29.373751Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T23:41:19.146637Z

Reference resolution

100 of 300 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved98
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6784960-cfb6-462b-961a-8db559b52461 · outbound

This paper cites Knowl- edge graphs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowl- edge graphs,

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.458239Z digest=sha256:f49db2abfc17b144aa0df6c17333b5091ad9a471330aa3cba5c6dccb708c6be4

Observation faccd35c-2fe0-479e-ac40-8074a43ec435 · outbound

This paper cites A survey on knowledge graphs: representation, acquisition, and applications,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A survey on knowledge graphs: representation, acquisition, and applications,

Reference 2

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source=pdf_text observed=2026-08-16T06:02:34.462290Z digest=sha256:dbd0ef17296cc582e57dd9f631fd683d88d17e75e8bad8e358d3fd5a6999cf4d

Observation 03162767-23b1-48a2-86e2-2232fcca962d · outbound

This paper cites Free- base: a collaboratively created graph database for structuring human knowledge,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Free- base: a collaboratively created graph database for structuring human knowledge,

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.465903Z digest=sha256:c428c4164e75ceff77389791061661684a86ab2e5e7f4a8d41171873284057b3

Observation bb37c119-4021-42d0-875c-876ee89b7b35 · outbound

This paper cites Yago: a core of semantic knowledge,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Yago: a core of semantic knowledge,

Reference 4

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source=pdf_text observed=2026-08-16T06:02:34.469427Z digest=sha256:6e5468471f23423ded8dc9bae73606aa859d7d89813d228025d8c18dff3d4c5e

Observation c3be7e3a-41a4-430a-8e9b-2a5241b9eee7 · outbound

This paper cites Wordnet: a lexical database for english,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Wordnet: a lexical database for english,

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.472741Z digest=sha256:0c4bb835f1a8c75fd0fa21362778058fe47d2fbddd197e1fbda81972e52cb369

Observation 5e98a790-628d-440c-9d0f-33891e6d0099 · outbound

This paper cites Toward an architecture for never-ending language learning,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Toward an architecture for never-ending language learning,

Reference 6

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no resolver link, observed 2026-08-16T06:02:34.476190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.476190Z digest=sha256:acc6a4531fb7831bb2242faaac4cdad7beee2215f37f13e08896588f159edacf

Observation 56cd0a00-f20a-4542-8805-c167a556e593 · outbound

This paper cites Dbpedia: A large-scale, multilingual knowledge base extracted from wikipedia,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Dbpedia: A large-scale, multilingual knowledge base extracted from wikipedia,

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.480070Z digest=sha256:a5b3d0ab1c481d19a220af5440d9bced44161a14940170c0eef3b24db187010e

Observation 6bdd12dd-b6e3-48be-a3a9-280d88b43034 · outbound

This paper cites Long-tail relation extraction via knowledge graph embeddings and graph convolution networks,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Long-tail relation extraction via knowledge graph embeddings and graph convolution networks,

Reference 8

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source=pdf_text observed=2026-08-16T06:02:34.483293Z digest=sha256:69eb877a98fbd59d8ce2082f107e03f01c7558145e37372af0344556256a369a

Observation 454a8d5f-0837-4285-9564-44970a77a6f4 · outbound

This paper cites Semantic parsing via paraphrasing,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Semantic parsing via paraphrasing,

Reference 9

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source=pdf_text observed=2026-08-16T06:02:34.486973Z digest=sha256:ad0deeebc46589be10feb191133ad292bed1b869f5f3f2e404310c23ccc36848

Observation 72d80c68-66c2-4d41-ad56-67513143e908 · outbound

This paper cites Commonsense knowledge aware conversation generation with graph attention,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Commonsense knowledge aware conversation generation with graph attention,

Reference 10

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source=pdf_text observed=2026-08-16T06:02:34.490194Z digest=sha256:c7632b4e0257aef7823d2c436d15911280d6c8fd7695d2d218bd2b2bdb7dde39

Observation b031e012-8d78-4a81-96dd-cfde61e9e440 · outbound

This paper cites Kagnet: Knowledge aware graph networks for commonsense reasoning,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Kagnet: Knowledge aware graph networks for commonsense reasoning,

Reference 11

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source=pdf_text observed=2026-08-16T06:02:34.493568Z digest=sha256:a464c94ffe057f16cf03e965ada6f6d666cd47a977ef290836ca3b2066216bc5

Observation dffd672c-fd8b-440e-abc7-a37048a61d09 · outbound

This paper cites Explainable reasoning over knowledge graphs for recommendation,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Explainable reasoning over knowledge graphs for recommendation,

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.496784Z digest=sha256:b88b250fd18c09e04e3c63358f0209b2a991e1cadd67bb7dc1bd226b0b4486a7

Observation 53255566-c68d-4aa0-a43e-7ca8571b0d27 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

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source=pdf_text observed=2026-08-16T06:02:34.499995Z digest=sha256:3087036feaeb4311d68c35a75255993567ed05ace54e86b0d69dd94052a3c256

Observation 28fece9a-c83a-4cdb-bbe6-e180370f96f8 · outbound

This paper cites Knowledge base completion via search based question answering,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge base completion via search based question answering,

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.503839Z digest=sha256:6e7d1045f440b67761cffb5f7f394583acbb64169cad67239297cdf1e0437eeb

Observation cdfea621-9000-4374-9ba8-a174c49fd137 · outbound

This paper cites Type-constrained representation learning in knowledge graphs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Type-constrained representation learning in knowledge graphs,

Reference 15

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source=pdf_text observed=2026-08-16T06:02:34.507120Z digest=sha256:64667f15a6ff6f44d68f7ac2d2870e685c637abc31057b914dd4b2bbe3d48650

Observation 8096fa7c-11bb-4a21-b2b1-03b850e401d4 · outbound

This paper cites A survey of embedding models of entities and relationships for knowledge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A survey of embedding models of entities and relationships for knowledge graph completion,

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.510543Z digest=sha256:b7fbce80ee444a06ab34c76ebde5bbefb1458dd54ff47abc2f86392d866723ef

Observation 3dfa5f8d-7d6e-42bf-bc7c-86f0907e8961 · outbound

This paper cites Repurpose open data to discover therapeutics for covid-19 using deep learning,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Repurpose open data to discover therapeutics for covid-19 using deep learning,

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:02:34.514177Z digest=sha256:9f3f592e8fdce0e55cc22244b2af19fd8646f695e2f895a85270f57a9dffdfd7

Observation 0ff164c2-8fca-4458-afb3-85c9616e89a2 · outbound

This paper cites A three-way model for collective learning on multi-relational data,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A three-way model for collective learning on multi-relational data,

Reference 18

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source=pdf_text observed=2026-08-16T06:02:34.517408Z digest=sha256:b3d5ba7f7a09f6682551b9ffae7282cd757a5773007dc5c891b1a5787912b654

Observation 04fe8ccd-77d3-46f0-b7d9-f1c290d4148c · outbound

This paper cites Jointly learning explainable rules for recommendation with knowledge graph,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Jointly learning explainable rules for recommendation with knowledge graph,

Reference 19

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source=pdf_text observed=2026-08-16T06:02:34.521060Z digest=sha256:348c9bb505543870ed6fa3c2c64d2fd4fee52614cd308c257ebc9b2db8946465

Observation 74d7ceff-b087-4ead-a9be-5e8a47f66c4f · outbound

This paper cites An interpretable reasoning network for multi-relation question answering,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects An interpretable reasoning network for multi-relation question answering,

Reference 20

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source=pdf_text observed=2026-08-16T06:02:34.524482Z digest=sha256:a71bdce166253dd27c1766b38074781800ae77ff22a58bc4a270c7a9b0ac0771

Observation 2d1334c4-1ad4-4165-b353-aeafa8c362f4 · outbound

This paper cites Graph path fusion and reinforcement reasoning for recommendation in moocs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Graph path fusion and reinforcement reasoning for recommendation in moocs,

Reference 21

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source=pdf_text observed=2026-08-16T06:02:34.527814Z digest=sha256:3187739bf8514342a9b611806daac84bc8eca12e29e26359134663350fad8da7

Observation b3980af8-8577-43f4-9bb6-df6f282b56c4 · outbound

This paper cites Knowledge graph embed- ding: A survey of approaches and applications,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge graph embed- ding: A survey of approaches and applications,

Reference 22

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source=pdf_text observed=2026-08-16T06:02:34.531039Z digest=sha256:b0516fb7edd29cca19c432508a34b183dfa04ed7669650137309d834b072d571

Observation 207e4c92-a515-4fc4-8ebb-014b2e455a10 · outbound

This paper cites Knowledge graph embedding: a survey from the perspective of representation spaces,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge graph embedding: a survey from the perspective of representation spaces,

Reference 23

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source=pdf_text observed=2026-08-16T06:02:34.534083Z digest=sha256:735061011432106b351b467c5b33aa2ec63b96a24882bcf680aee9694d812ab8

Observation 1001691f-59bc-4c0d-8043-fd1ab3cd944c · outbound

This paper cites Negative Sampling in Knowledge Graph Representation Learning: A Review.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Negative Sampling in Knowledge Graph Representation Learning: A Review

Reference 24

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source=pdf_text observed=2026-08-16T06:02:34.537423Z digest=sha256:7aef24fdb3309bd2faeac52b3f574aebbd65651d07b4315bf050000dcef4fe2b

Observation eda3a22a-16fc-462c-badc-f7acb3a3a01d · outbound

This paper cites Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective

Reference 25

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source=pdf_text observed=2026-08-16T06:02:34.541274Z digest=sha256:cef78da611aad4d92077101888f4eff731280db17987f921a1fef78a4d090fc0

Observation 4a2070d7-dc00-4bd0-94db-757e08fc783e · outbound

This paper cites Overview of knowledge reasoning for knowledge graph,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Overview of knowledge reasoning for knowledge graph,

Reference 26

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source=pdf_text observed=2026-08-16T06:02:34.544218Z digest=sha256:74959e08d55fc127112025d90bed26ce6ed6e9f16cdef6a395271e564534e2c5

Observation 8111bc85-f343-4601-b341-0e92ce4ec3a5 · outbound

This paper cites A Survey on Temporal Knowledge Graph: Representation Learning and Applications.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A Survey on Temporal Knowledge Graph: Representation Learning and Applications

Reference 27

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source=pdf_text observed=2026-08-16T06:02:34.546855Z digest=sha256:aef56d6400c4b954460305540580c64d0ea1fbf2ae33a0bfdf81d096f03bdf2a

Observation 6bb1c7e5-6614-4dc3-9297-77acf65d708c · outbound

This paper cites A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects

Reference 28

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source=pdf_text observed=2026-08-16T06:02:34.549738Z digest=sha256:2b61d43e50c145197a214d0a8292f81560ab936f29d3325b77fb51d8ea1467ae

Observation 14e975e9-577b-4801-bb2c-0b2e89a97251 · outbound

This paper cites Generalizing to unseen elements: a survey on knowledge extrapolation for knowledge graphs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Generalizing to unseen elements: a survey on knowledge extrapolation for knowledge graphs,

Reference 29

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source=pdf_text observed=2026-08-16T06:02:34.552556Z digest=sha256:b31962de0c985813c79882eeee2ba8b5c38eb18bf46aeebadd8f4a6ad7bb287a

Observation c88fd123-b4c3-4ffa-9b4c-fb083c8bed47 · outbound

This paper cites A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge

Reference 30

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verified exact
local_arxiv, observed 2026-08-16T06:02:35.717805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T06:02:34.555100Z digest=sha256:5cf72bb9f1afd5a8f7fed835c2f070f873d1078ea5e3d17a2b608ab810cde058

Observation 3243d7bb-c00d-465e-b612-feb8b35a94ff · outbound

This paper cites Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs

Reference 31

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source=pdf_text observed=2026-08-16T06:02:34.558700Z digest=sha256:83f8e489e46cee8eb325b2f30e90f3e705ea326f2f9a86e5bfce7e4cc65773bc

Observation a3d7e8f5-d962-4b14-b1f0-323b7e22b977 · outbound

This paper cites A comprehensive overview of knowledge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A comprehensive overview of knowledge graph completion,

Reference 32

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source=pdf_text observed=2026-08-16T06:02:34.561921Z digest=sha256:c3e3c727f90605bf229200e27d909281294f7a97a9540872c017642db8125cfe

Observation 29fc65f1-f871-4e14-9912-3cd9b9312b82 · outbound

This paper cites A survey of knowledge graph reasoning on graph types: Static, dynamic, and multi-modal,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A survey of knowledge graph reasoning on graph types: Static, dynamic, and multi-modal,

Reference 33

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source=pdf_text observed=2026-08-16T06:02:34.565330Z digest=sha256:1a108f9a97dc4ad481b7466b3263b4488270944a48f3aec96e54f1be243099df

Observation 8c72f4f2-2aea-4082-97f2-8d7868025961 · outbound

This paper cites Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

Reference 34

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source=pdf_text observed=2026-08-16T06:02:34.568639Z digest=sha256:3904203b85f7ac2ca836dbd0c7ff9fdddfd3f8f51d2d895879b1a4c1fe8c9c6a

Observation 2e4396cd-29d5-48a2-b764-0c27f3e7a3db · outbound

This paper cites Temporal knowledge graph completion: a survey,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Temporal knowledge graph completion: a survey,

Reference 35

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source=pdf_text observed=2026-08-16T06:02:34.571840Z digest=sha256:144be99ed490d262272d21e0dcf2184d550fdbe9706a821b3a5703a6313b5f72

Observation e760857e-ace5-4065-9bd1-2679c9fdc935 · outbound

This paper cites A survey of multi- modal knowledge graphs: technologies and trends,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A survey of multi- modal knowledge graphs: technologies and trends,

Reference 36

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source=pdf_text observed=2026-08-16T06:02:34.574923Z digest=sha256:0dda834353ed4f2b5f5e77c50c77dec2c9fe7824a8ea4a2ea156ec1e248a2776

Observation 44f97472-ff3e-4a22-9c93-f634c8ff5ff5 · outbound

This paper cites Multi-modal knowledge graph construction and application: a survey,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Multi-modal knowledge graph construction and application: a survey,

Reference 37

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Observation 356a251d-12ec-4e2f-95e9-46dad51ee683 · outbound

This paper cites Deeppath: a reinforcement learning method for knowledge graph reasoning,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Deeppath: a reinforcement learning method for knowledge graph reasoning,

Reference 38

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Observation 5c5f0a01-074f-4ca4-a3c8-4f94cfefe6b0 · outbound

This paper cites Zero-shot and few-shot learning with knowledge graphs: A comprehensive survey,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Zero-shot and few-shot learning with knowledge graphs: A comprehensive survey,

Reference 39

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Observation 048d86ec-91c8-4771-b686-79a079efbae1 · outbound

This paper cites A re- evaluation of knowledge graph completion methods,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A re- evaluation of knowledge graph completion methods,

Reference 40

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Observation 10983aa2-37e1-48cb-ba5d-35824ace62a8 · outbound

This paper cites Realistic re- evaluation of knowledge graph completion methods: An experimental study,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Realistic re- evaluation of knowledge graph completion methods: An experimental study,

Reference 41

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Observation 9b186b6c-8983-467a-9e25-535144e3a65e · outbound

This paper cites Reasoning with neural tensor networks for knowledge base completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Reasoning with neural tensor networks for knowledge base completion,

Reference 42

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Observation b7ff17ee-e230-4d0e-8992-6b9d1cc01f2d · outbound

This paper cites Modeling relational data with graph convolutional networks,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Modeling relational data with graph convolutional networks,

Reference 43

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Observation 95520a33-676e-44f8-942c-d108d8de1391 · outbound

This paper cites KG-BERT: BERT for Knowledge Graph Completion.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects KG-BERT: BERT for Knowledge Graph Completion

Reference 44

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Observation 2f40e135-a1bc-4030-bad9-cf1c43425315 · outbound

This paper cites Translating embeddings for modeling multi-relational data,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Translating embeddings for modeling multi-relational data,

Reference 45

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Observation 152ba91c-1215-4182-9b80-42cccf9e8973 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Efficient Estimation of Word Representations in Vector Space

Reference 46

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source=pdf_text observed=2026-08-16T06:02:34.607438Z digest=sha256:f2d38f6e6683ab886df989c39005c181bbaa5f28fee99693f0a304cceaabec22

Observation 68e2e955-287c-4130-8b79-5aaaf7813b26 · outbound

This paper cites Knowledge graph embedding by translating on hyperplanes,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge graph embedding by translating on hyperplanes,

Reference 47

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source=pdf_text observed=2026-08-16T06:02:34.610830Z digest=sha256:a0c11cde682e01cb8e47a58ea6121a6f19d9fe6dc3a6b78ab3538c2dd7de355e

Observation 7bc515aa-243d-4a60-abd7-dadf05f425f2 · outbound

This paper cites Rotate3d: Repre- senting relations as rotations in three-dimensional space for knowledge graph embedding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Rotate3d: Repre- senting relations as rotations in three-dimensional space for knowledge graph embedding,

Reference 48

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source=pdf_text observed=2026-08-16T06:02:34.614377Z digest=sha256:63f4efc35435b0ebcc7bec1fb63c41fe26c493d60d39b68186fbecf35d744e7d

Observation 11677d4c-fd7f-40a1-baa4-0e761b7de80c · outbound

This paper cites Learning entity and relation embeddings for knowledge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Learning entity and relation embeddings for knowledge graph completion,

Reference 49

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source=pdf_text observed=2026-08-16T06:02:34.618015Z digest=sha256:b8abe5b4e022b601fed9fd90e8b2468011cab0eea4a15a91e428083399d881f9

Observation 9b2bfeac-a941-46ca-b4d7-c35141d9956d · outbound

This paper cites Knowledge graph embedding via dynamic mapping matrix,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge graph embedding via dynamic mapping matrix,

Reference 50

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source=pdf_text observed=2026-08-16T06:02:34.621181Z digest=sha256:527b2807d93e7ea042adf7bdee97ec49959a513a2c45d31794b3e1b14ffe6bb8

Observation 804e8830-1dea-4354-9fd4-ce6748b04b01 · outbound

This paper cites Knowledge graph completion with adaptive sparse transfer matrix,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge graph completion with adaptive sparse transfer matrix,

Reference 51

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source=pdf_text observed=2026-08-16T06:02:34.624688Z digest=sha256:c3a964dc2f6e23fce5b75c89e3ac3f88dc7f76bcc7905522bcb43b795dbf75f1

Observation 493f8eee-1a6a-4d87-a9ae-55c97aa3f3fe · outbound

This paper cites Pairre: Knowledge graph embeddings via paired relation vectors,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Pairre: Knowledge graph embeddings via paired relation vectors,

Reference 52

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source=pdf_text observed=2026-08-16T06:02:34.628815Z digest=sha256:a7b73fd4efb6069ca61d0fb5674b26067f981b217e3c79dd8f7bc9da2d50bff9

Observation 726abdf5-8a65-4408-89e3-903d9bd3089c · outbound

This paper cites TransA: An Adaptive Approach for Knowledge Graph Embedding.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects TransA: An Adaptive Approach for Knowledge Graph Embedding

Reference 53

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source=pdf_text observed=2026-08-16T06:02:34.633018Z digest=sha256:b2292d51e01ce4d3b59e98ae3d0c270577c21a4b4632580d8c4f8e35eb4d744c

Observation 4e113bdf-42e4-4780-8225-892b256830ca · outbound

This paper cites Learning to represent knowledge graphs with gaussian embedding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Learning to represent knowledge graphs with gaussian embedding,

Reference 54

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source=pdf_text observed=2026-08-16T06:02:34.636614Z digest=sha256:c56d030e5d73cb4c7bcdf8a5dbf9a410ab8f83ae256498ee0578c5fec49e82da

Observation 60655ad4-f2f8-4be4-80e5-6bf45ba33b8c · outbound

This paper cites From one point to a manifold: Knowledge graph embedding for precise link prediction,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects From one point to a manifold: Knowledge graph embedding for precise link prediction,

Reference 55

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Observation 587d45c2-e428-436c-9b90-34fc747657aa · outbound

This paper cites Toruse: Knowledge graph embedding on a lie group,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Toruse: Knowledge graph embedding on a lie group,

Reference 56

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source=pdf_text observed=2026-08-16T06:02:34.642127Z digest=sha256:99b2c8ac1793bd4dea9051f7e0eb38b7e251f5c9ceadb35675130f96366a0e67

Observation 653c2c54-2e42-4f25-aa93-5dc460f7d090 · outbound

This paper cites Poincare embeddings for learning hierarchical representations,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Poincare embeddings for learning hierarchical representations,

Reference 57

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source=pdf_text observed=2026-08-16T06:02:34.645478Z digest=sha256:5217ae1d720267cc048b99ea73deeee58b05cfeafaa807ec6defc7c7747fe09b

Observation a898aae4-a3fc-4372-9b81-757e4c6b8622 · outbound

This paper cites Multi-relational poincare graph embeddings,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Multi-relational poincare graph embeddings,

Reference 58

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source=pdf_text observed=2026-08-16T06:02:34.647962Z digest=sha256:dc87373b58d25373b8ee8d71d9a13b5548f7371f68a411c8494e2ed290e28785

Observation 3e8a737a-0c8e-4a3d-8963-8d1e173d2f66 · outbound

This paper cites Learning hierarchy-aware knowledge graph embeddings for link prediction,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Learning hierarchy-aware knowledge graph embeddings for link prediction,

Reference 59

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source=pdf_text observed=2026-08-16T06:02:34.650637Z digest=sha256:ee41df0b470c4ded30bee7013e9ca419a512b6e8b31e918523c1ffddc35610d0

Observation 3fc5ff99-a5cd-4b31-ad35-7495c3193b53 · outbound

This paper cites Knowledge graph representation via hierarchical hy- perbolic neural graph embedding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge graph representation via hierarchical hy- perbolic neural graph embedding,

Reference 60

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source=pdf_text observed=2026-08-16T06:02:34.654090Z digest=sha256:14f6a0fee6a4f615a93280d24c78131bba7cbd123df12d3bef36d6cee3988cad

Observation f8653a7c-8acf-43c3-94d2-909af129af92 · outbound

This paper cites Hyperbolic hierarchy-aware knowledge graph embedding for link prediction,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Hyperbolic hierarchy-aware knowledge graph embedding for link prediction,

Reference 61

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source=pdf_text observed=2026-08-16T06:02:34.657296Z digest=sha256:3b1b734b8b46ef8ca9c9dd1ffb24ceaf6da0d56e5f7f18cc456e0beb2727875b

Observation 503e68e8-3b24-45a6-a778-1aa2603b4fb0 · outbound

This paper cites Rotate: Knowledge graph embedding by relational rotation in complex space,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Rotate: Knowledge graph embedding by relational rotation in complex space,

Reference 62

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source=pdf_text observed=2026-08-16T06:02:34.660401Z digest=sha256:b30549909dbc745d8bc403b14f1fbb233d651b22b0a801c12d3bf688ca342970

Observation d31c34c5-1e01-47fa-bd45-2aa5c68ac1c0 · outbound

This paper cites Quaternion knowledge graph embedding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Quaternion knowledge graph embedding,

Reference 63

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source=pdf_text observed=2026-08-16T06:02:34.663386Z digest=sha256:815f049b3eabc8ef7b2dda0ae509fbe7d428fed05706ae00cf994d9e21caaf9c

Observation 8d980868-b2e6-4d21-805d-c6802359466f · outbound

This paper cites Dual quaternion knowledge graph embeddings,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Dual quaternion knowledge graph embeddings,

Reference 64

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source=pdf_text observed=2026-08-16T06:02:34.666605Z digest=sha256:23dcd8eff996a295dc9623381fe96a7d7e39a47781c1c86c372acb7acc98d3eb

Observation c317048e-bc48-413d-8d7b-2ccb87e69114 · outbound

This paper cites Embedding entities and relations for learning and inference in knowledge bases,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Embedding entities and relations for learning and inference in knowledge bases,

Reference 65

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Observation c2406150-5ac4-4654-b303-6f6daa9f1406 · outbound

This paper cites Complex embeddings for simple link prediction,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Complex embeddings for simple link prediction,

Reference 66

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source=pdf_text observed=2026-08-16T06:02:34.673392Z digest=sha256:6ade9febef189cc79106f6a19e79763a8e22f49c9d195e4fc1421c4f872772f7

Observation 5c0e5fb0-66c2-4612-96c1-772f1f7cb782 · outbound

This paper cites Holographic embeddings of knowledge graphs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Holographic embeddings of knowledge graphs,

Reference 67

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source=pdf_text observed=2026-08-16T06:02:34.676800Z digest=sha256:5fba6a9a7e175bb2a2baa69c8e6293549f2afe798811909e9f23e6a084854117

Observation d1b5eace-67c1-4854-96a2-fe344bc4e9d3 · outbound

This paper cites A semantic matching energy function for learning with multi-relational data,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A semantic matching energy function for learning with multi-relational data,

Reference 68

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source=pdf_text observed=2026-08-16T06:02:34.680126Z digest=sha256:d59bff66e4f2d4d2cd85e83f271827a5af7bd511d4829bbe81c7213d7b6c34ca

Observation 90e8c65f-292b-4eb7-9823-af61b27666de · outbound

This paper cites Probabilistic Reasoning via Deep Learning: Neural Association Models.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Probabilistic Reasoning via Deep Learning: Neural Association Models

Reference 69

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Observation 66ea628a-9d11-4e89-a692-77f45073557e · outbound

This paper cites Convolutional 2d knowledge graph embeddings,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Convolutional 2d knowledge graph embeddings,

Reference 70

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source=pdf_text observed=2026-08-16T06:02:34.687195Z digest=sha256:c1b07bfbbedb321cb3aa0edfba3c12bdf2a24c9c122a40449ab1666c135dba25

Observation acb80dbd-1bc9-4070-9d23-5c67a931dc90 · outbound

This paper cites A novel embedding model for knowledge base completion based on convolutional neural network,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A novel embedding model for knowledge base completion based on convolutional neural network,

Reference 71

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source=pdf_text observed=2026-08-16T06:02:34.690268Z digest=sha256:84fdf34052a014dad092d5e8028a5904b856138bff9a72dc5acb31ccb8e99cbf

Observation 10088d00-4e20-42e8-97bf-1a649e6de280 · outbound

This paper cites End- to-end structure-aware convolutional networks for knowledge base completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects End- to-end structure-aware convolutional networks for knowledge base completion,

Reference 72

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Observation fe77c8b8-d5fb-43ee-a954-ac0a2b13fdd9 · outbound

This paper cites Learning attention- based embeddings for relation prediction in knowledge graphs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Learning attention- based embeddings for relation prediction in knowledge graphs,

Reference 73

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Observation 2fe584f5-dc89-4122-9f78-5140e4b4d8c5 · outbound

This paper cites Knowledge embedding based graph convolutional network,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Knowledge embedding based graph convolutional network,

Reference 74

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source=pdf_text observed=2026-08-16T06:02:34.700256Z digest=sha256:fc1ce3e87a285b54e9c7d4fd0a4cfd90ab9fb1efe4dcc156f013805aa3b628a8

Observation 18d9692f-13d4-4d21-a7c8-edf7dde1d24b · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Bert: Pre-training of deep bidirectional transformers for language understanding,

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source=pdf_text observed=2026-08-16T06:02:34.703582Z digest=sha256:cd87ea63a830fcfafae90d8525d6deb8786cc49a3816d7a19ceedc938f8770d5

Observation 7d239ec6-d871-409e-9ed2-638c5715f980 · outbound

This paper cites A relational memory-based em- bedding model for triple classification and search personalization,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A relational memory-based em- bedding model for triple classification and search personalization,

Reference 76

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Observation 834b21bf-a090-47f0-b620-07c9d29a551a · outbound

This paper cites CoKE: Contextualized Knowledge Graph Embedding.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects CoKE: Contextualized Knowledge Graph Embedding

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Observation 08f84044-1dcd-4cce-bb5b-74fd6bf653d1 · outbound

This paper cites Hitter: Hierarchical transformers for knowledge graph embeddings,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Hitter: Hierarchical transformers for knowledge graph embeddings,

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Observation 307fa283-4314-4f81-ab32-8e8a961ac7e6 · outbound

This paper cites From discrimination to generation: Knowledge graph com- pletion with generative transformer,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects From discrimination to generation: Knowledge graph com- pletion with generative transformer,

Reference 79

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Observation 591ce070-b684-409c-83f8-7c3c2c29c812 · outbound

This paper cites Pre-training Transformers for Knowledge Graph Completion.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Pre-training Transformers for Knowledge Graph Completion

Reference 80

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Observation a658114f-e75e-438a-b38a-67b81bdf8280 · outbound

This paper cites Simkgc: Simple contrastive knowledge graph completion with pre-trained language models,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Simkgc: Simple contrastive knowledge graph completion with pre-trained language models,

Reference 81

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Observation 2e61a950-6686-4fe4-af69-f77aacb11a95 · outbound

This paper cites Structure-augmented text representation learning for efficient knowl- edge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Structure-augmented text representation learning for efficient knowl- edge graph completion,

Reference 82

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Observation 152463d5-8b35-4f43-9fe7-86aa5ff4c195 · outbound

This paper cites Relphormer: Relational graph transformer for knowledge graph rep- resentations,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Relphormer: Relational graph transformer for knowledge graph rep- resentations,

Reference 83

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Observation 2dc6a464-89a8-42b6-8065-4861b9b93007 · outbound

This paper cites Making Large Language Models Perform Better in Knowledge Graph Completion.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Making Large Language Models Perform Better in Knowledge Graph Completion

Reference 84

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Observation 42457523-abce-417d-82a9-977ad3b88edf · outbound

This paper cites Kicgpt: Large language model with knowledge in context for knowledge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Kicgpt: Large language model with knowledge in context for knowledge graph completion,

Reference 85

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Observation d3b64dbe-0dea-4a4c-a019-ef4b6723c5b2 · outbound

This paper cites Factorizing yago: Scalable machine learning for linked data,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Factorizing yago: Scalable machine learning for linked data,

Reference 86

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Observation 0851dc2c-2017-460f-a881-d702aa944e96 · outbound

This paper cites Universal representa- tion learning of knowledge bases by jointly embedding instances and ontological concepts,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Universal representa- tion learning of knowledge bases by jointly embedding instances and ontological concepts,

Reference 87

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Observation bf10c69f-36f0-444f-8871-dc9be4118d6d · outbound

This paper cites Embedding two-view knowledge graphs with class inheritance and structural similarity,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Embedding two-view knowledge graphs with class inheritance and structural similarity,

Reference 88

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Observation 7cd1eeda-5f4f-49d7-a6ad-e0ce9ef4bc1e · outbound

This paper cites An ontology-enhanced knowledge graph embedding method,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects An ontology-enhanced knowledge graph embedding method,

Reference 89

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Observation ef9e684a-f757-42af-9c48-ee57085e7769 · outbound

This paper cites Concept2box: joint geometric embeddings for learning two-view knowledge graphs,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Concept2box: joint geometric embeddings for learning two-view knowledge graphs,

Reference 90

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Observation b8d02299-dc7b-4b8b-a892-ee5dafcf10f8 · outbound

This paper cites Cake: A scalable commonsense-aware framework for multi-view knowledge graph com- pletion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Cake: A scalable commonsense-aware framework for multi-view knowledge graph com- pletion,

Reference 91

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Observation b48d0cfa-e259-46cd-a8ba-c870fba44350 · outbound

This paper cites Semantically smooth knowledge graph embedding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Semantically smooth knowledge graph embedding,

Reference 92

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Observation 62c98b54-ab65-4f7e-a3e5-68c79b3947f3 · outbound

This paper cites Representation learning of knowledge graphs with hierarchical types,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Representation learning of knowledge graphs with hierarchical types,

Reference 93

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Observation f3f38dd4-bf28-4578-8ccc-711ac9b120aa · outbound

This paper cites Transet: Knowledge graph embedding with entity types,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Transet: Knowledge graph embedding with entity types,

Reference 94

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Observation ecdee332-4f1c-42e1-a723-bc6ade49fc80 · outbound

This paper cites Autoeter: Automated entity type representation for knowledge graph embedding,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Autoeter: Automated entity type representation for knowledge graph embedding,

Reference 95

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Observation 01685b00-c8b2-4594-809d-848bcd351f5d · outbound

This paper cites Compositional vector space models for knowledge base completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Compositional vector space models for knowledge base completion,

Reference 96

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Observation ee9fc9bd-9052-45d7-9942-7092d737b1f6 · outbound

This paper cites Modeling relation paths for representation learning of knowledge bases,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Modeling relation paths for representation learning of knowledge bases,

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Observation 8fa3630c-4a5b-4c6b-be74-822de073b4fd · outbound

This paper cites A path-based relation networks model for knowledge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects A path-based relation networks model for knowledge graph completion,

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Observation e65a84ef-25cd-424e-8f85-4d265527c3aa · outbound

This paper cites Representation learning with ordered relation paths for knowledge graph completion,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Representation learning with ordered relation paths for knowledge graph completion,

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Observation cc2d30b9-85cd-4a1c-ae1b-058d0b392be4 · outbound

This paper cites Modeling relation paths for knowledge base completion via joint adversarial training,.

A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects Modeling relation paths for knowledge base completion via joint adversarial training,

Reference 100

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Pith citing papers

Observation e36be39f-5106-44aa-9525-90b48cc72ad5 · inbound

RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion cites this paper.

RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

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Observation d87f43dc-9269-4797-93f2-d28fdbeb7407 · inbound

RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion cites this paper.

RADD: Retrieval-Augmented Discrete Diffusion for Multi-Modal Knowledge Graph Completion A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects

Reference 20

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