Paper Citation Record · LEDGER

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective

As of 16 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 2 inbound Pith citation observations for arXiv:2412.10390.

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

pith.paper-citation-record.v1
2412.10390 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:16:43.970231Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:10:40.292670Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T15:18:14.674306Z

Reference resolution

89 of 89 outbound references displayed

verified exact3
verified fuzzy5
unresolved81
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 883250f0-e20b-4103-ba44-b5285e378ac9 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.690998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6132d997-8c09-4a57-81b5-927b4d90c30c · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.695371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a49c5086-b37c-45e7-9f31-b1a8ccc669dd · outbound

This paper cites Complex Query Answering with Neural Link Predictors.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Complex Query Answering with Neural Link Predictors

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.698548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22cd48f8-d4fa-4ad5-a86c-af2237b6d07d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.702918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3fe5297-701c-43fa-a28f-56c142d8e717 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.706156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d07c37c8-2964-4fc2-8b8d-5baba21936ff · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.709603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035c04c2-b39a-48a5-983a-515642d8d62c · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.712964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2d7617-2e8e-4fbb-a30e-330fd350ee43 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.716008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5990259-f3fd-4571-ac65-0ff33a332d5e · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.719034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6921cf05-c37a-4b17-81d4-a67dda4c9933 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.722611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e7ed702-d1aa-4998-a1c7-5e1ee35ab8c4 · outbound

This paper cites TensorLog: A Differentiable Deductive Database.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective TensorLog: A Differentiable Deductive Database

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.725753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fc2e8cb-78c3-4f2c-a55b-3d565dd0e3cc · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.803860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 89def7cf-4871-4621-a7c5-34e0c4884564 · outbound

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

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.732055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ea5038a-963d-493a-bf9a-6fd4c94781a2 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.793436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7cb2c0da-ce34-4def-aa58-6a4b2861f37d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.782566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 012400cc-c8ee-484c-b9e3-ecd708932c2b · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.772067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2fe6cf1e-3b6f-43a4-9ea7-aabc47a4debd · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.762607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ac07203-963e-4d19-8224-cbcd76fb4829 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.748044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75be6808-0f6e-4873-b9d7-e8a3057f911a · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-12T05:16:44.012298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 973c9f64-ea5c-4d18-b6e1-8714b796e464 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.739980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3bc2d796-5290-49cb-8922-28982877664b · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.730435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9578b434-9869-41cd-a9d0-722f8d037642 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.713157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0c88ac21-3a39-4e27-914a-17fc78a223f3 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.704317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9e00af86-b6e4-4c8f-9020-3b5baa13703d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.695445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79349881-24d9-4390-b04e-16d6f389d2bd · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.685723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ebd25767-19ad-43c0-b84d-da6ddc432d7f · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.676765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 896a9f47-0a5e-4b38-b690-fe2d4e054db6 · outbound

This paper cites KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.782807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c926b8-3427-428c-aac5-0e7324788dd6 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.667144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 24596621-2bab-464d-9c05-9f7dd32ac25d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.657662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a47249a5-89be-42bb-832e-40f2cf9d7938 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.647414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 16dde64a-d0d2-48e9-aad8-f69e3d137a80 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.795389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e9e433d-d6ff-4725-9b10-a2d7d0bc89b9 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.798267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83c9f3c1-e5b3-4e43-aa08-a08afa37584c · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.626325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 60bd9e8a-d247-45d3-aaa6-5d04ad44bbe5 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.804413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb9ebbe5-a0c2-4525-8920-86e7bea7a836 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.807442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50272d13-515d-47f9-ab5e-0013412f81ca · outbound

This paper cites Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.810530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c23c6bc-8568-4ead-87ed-dfe99e366a95 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.610691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6bbcb85c-f0f9-4a93-a896-18530d2006c4 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.601219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f2b072e8-4c2e-487f-816b-0eb6c8b49542 · outbound

This paper cites Key-Value Memory Networks for Directly Reading Documents.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Key-Value Memory Networks for Directly Reading Documents

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.819499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7447fa22-9bf8-4ca4-a092-03949b3064d0 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.591422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e5b04d62-f49b-4944-b3b9-659c9deab8da · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.582232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e5caca4d-5bf0-4d5d-bb6c-7dfb1ae15664 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.572655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1929946e-efc2-4d47-832a-a484f80d5012 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.563721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 32e9536d-f779-497a-8f92-e183895c8e12 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.554842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7b51a890-d4e0-4464-88a0-709b57c719e0 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.545969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa598b66-bd23-4947-8705-3135dfebe740 · outbound

This paper cites Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.843680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ac9a35-4d80-4970-90d7-26a1ecabf23b · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.536430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fcae266b-1f8d-46c2-9824-f4f7fb7094dc · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.527945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c7b0a4d0-4448-4184-8fb3-8117d7d3ab2d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.519103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f0be01f3-5cec-4d22-a357-949bf6771856 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.855960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfc1e4e5-76d8-4a6d-bd59-022eabb87ca5 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.509603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b3478af2-8c7a-4213-96ce-124f7f7c3d9a · outbound

This paper cites PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.861946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b8b10e-9584-49ba-9931-00a5337da51a · outbound

This paper cites Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.865061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0561687-c7f7-4343-bcd2-ceb3295af5b7 · outbound

This paper cites RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.868410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d57b84-4f81-4168-8051-766193889450 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.500113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c44aeeaa-0dd8-45e6-ad03-9008e3a60c7d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.874735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3183bb65-9c72-41ce-a7cb-b70e5b245533 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.877622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a45e2ad-2379-4ea3-a433-d5ffb82a250c · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.486632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b1ded247-f058-40e6-85cb-012d43c2db62 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.477351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 37526de5-a101-431f-89cf-237b6fa95ed9 · outbound

This paper cites Word Representations via Gaussian Embedding.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Word Representations via Gaussian Embedding

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.887981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 201cfbb8-7b46-4865-a1d8-b7a9a0a28b8a · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.468674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79bd7ad6-07e6-4f7e-97a3-4a95d7a42d05 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.459660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 284781bd-7af1-415e-ae3f-d3afc9cdbcc5 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.449616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c91aed2f-98ff-4d07-b943-d1ac40302d72 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.431767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bf8ae639-5bcb-465c-953b-aae95d96d829 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.422065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8ba6a12e-0abc-4dc9-9bad-f426a9171558 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.412844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bb263b55-ce65-4b25-b067-d0a3655e19e2 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.911847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.915238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0aac997-df0f-4134-8c65-121c9e8918af · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 69

Resolution: verified exact; raw_fallback, observed 2026-08-12T05:16:44.197218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5ed3dfd7-bd9d-4259-81a7-f88f79a3526c · outbound

This paper cites Embedding Entities and Relations for Learning and Inference in Knowledge Bases.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Embedding Entities and Relations for Learning and Inference in Knowledge Bases

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.921462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1186931d-f4bb-4ddb-8065-495a69fdc5fd · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.398639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6e74d8e0-ef32-4678-b9fd-15d8ea0735ae · outbound

This paper cites Differentiable Learning of Logical Rules for Knowledge Base Reasoning.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Differentiable Learning of Logical Rules for Knowledge Base Reasoning

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.927996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f91311-2e42-4bd8-9d9c-cb0c9d11d553 · outbound

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Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.931102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725b44f3-84c6-4086-8f39-6db0799b3cc8 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.934089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc3652be-8bcc-4c7d-bb9d-93cfdbc21c2d · outbound

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Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective 2024.EFO𝑘 -CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:16:44.374322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6e807298-a9d6-46ab-bfa2-021fd1d37d1a · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.364399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 803482e6-f0cd-48c4-8efb-9ed339a2ec03 · outbound

This paper cites JAKET: Joint Pre-training of Knowledge Graph and Language Understanding.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:16:44.102696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 72c887c0-ae48-48e4-be54-97f0373b4a0c · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.355275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ba53d0b-eac0-4dc2-9d96-e0507f119d4a · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.953921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d76cc8f-061c-4889-99f2-4d47723b8139 · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.346245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b8cd8701-2a78-45d3-9164-d3897450dd96 · outbound

This paper cites GreaseLM: Graph REASoning Enhanced Language Models for Question Answering.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.960646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaa2d661-476e-45dc-9571-39784534756d · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.337155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation befde9a4-2686-4abf-bf03-f809b561d40e · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.967084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 124a89ec-e7e1-41f5-816e-b352aaca711b · outbound

This paper cites an unresolved cited work.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:16:44.328101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5a334f1d-48f9-4481-a6a1-817ea30a77a8 · outbound

This paper cites In Proceedings of the 22nd international conference on World Wide Web.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective In Proceedings of the 22nd international conference on World Wide Web

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:16:44.748550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 50550d51-b43d-441b-b068-7feeb5bcb2df · outbound

This paper cites Advances in neural information processing systems 31 (2018).

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective Advances in neural information processing systems 31 (2018)

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:16:44.721993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1e92ab8b-b3f0-4f91-b548-ecc215bec97e · outbound

This paper cites RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T05:16:43.836891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17892729-0515-4f67-b5e3-07674afd701c · outbound

This paper cites In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL).

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL)

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:16:44.384159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0b90bcf7-f20b-4b50-9f3b-4c6f9c0c97bc · outbound

This paper cites In Findings of the Association for Computa- tional Linguistics: ACL 2023.

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective In Findings of the Association for Computa- tional Linguistics: ACL 2023

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:16:44.440347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation e0281171-67a1-4001-984f-58cf38a53422 · inbound

Top Ten Challenges Towards Agentic Neural Graph Databases cites this paper.

Top Ten Challenges Towards Agentic Neural Graph Databases Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-10T15:18:14.679021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e1f3218b-300e-4589-81f8-e65677ce25dd · inbound

Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering cites this paper.

Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T22:10:40.292670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.