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Paper Citation Record · LEDGER

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods

As of 11 August 2026, this Paper Citation Record lists 100 of 167 outbound references and 1 inbound Pith citation observation for arXiv:2501.13947.

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

pith.paper-citation-record.v1
2501.13947 v3

Coverage vector

measured 100 of 167 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:35:00.225169Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:34:59.719820Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T18:35:02.667546Z

Reference resolution

100 of 167 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved93
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 424953c7-90ca-4d7d-bef8-c44589bf986c · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-10T18:34:59.367390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.367390Z digest=sha256:d1fc83b06ea3ce93e07956f780ac1a8a3112e0a5faf56264039a8c844cc97967

Observation c4049d90-dadf-4aae-a9e4-91d20127b75d · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-10T18:34:59.380886Z digest=sha256:8d04795610df3082c7a1960e41fbb1281a1066a74aa307335b84a1d0d716efae

Observation f287ec71-2461-4c4d-a47a-1c30b401f29e · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-10T18:34:59.389505Z digest=sha256:6aa03b37588d8b6c51985ae699c22a782ffe50709b1a9c1309341e16fbf9c5d2

Observation dffaf74e-b645-4ad0-bfca-1f5889ab0e3e · outbound

This paper cites Reyes, Andre L.C.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Reyes, Andre L.C

Reference 4

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source=pdf_text observed=2026-08-10T18:34:59.396241Z digest=sha256:e3840677178400f7ea4bf306eb44ac5f2f7f48d5316fa13597e9b4fda0ae61d0

Observation 0f27264a-974d-4526-a162-fd54bf56cbd6 · outbound

This paper cites McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Malka N.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Malka N

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:34:59.404474Z digest=sha256:9a61f4813cf51faac760058a6e379ce7a24f36000fb558503d4829edf88f71eb

Observation 4430b427-d960-4ebf-a65c-92a0b77f5c6f · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.411160Z digest=sha256:3baf5b258292d9ddec87d997ef7f468d02e193133fb09569ebecfa2291751c3e

Observation 313e429d-4daa-4733-9bc0-8aec1ac094de · outbound

This paper cites Combining Knowledge Graphs and Large Language Models.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Combining Knowledge Graphs and Large Language Models

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.427599Z digest=sha256:5390d4a353d5951b39bca18313735fe228434b7460d6ba8887c99a08843fc8fa

Observation 07198211-cfa4-4c12-b5c3-aaa6c27959a1 · outbound

This paper cites Towards Efficient Large Language Models for Scientific Text: A Review.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Towards Efficient Large Language Models for Scientific Text: A Review

Reference 9

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no resolver link, observed 2026-08-10T18:34:59.439543Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:34:59.439543Z digest=sha256:abf800f5bf34f4f6f2847ac8e3950eb6212626eb027203eec3700467068a7b5d

Observation cb4f6196-05ba-44f9-b8e2-53e5a17d264d · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 10

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:34:59.447565Z digest=sha256:0f49731eb0c2d068a921e96611ac9b2c0f1f6ae3e87cb56486bf9e94bf173651

Observation 999ae622-3201-479a-a8ee-f2e63dcff2fb · outbound

This paper cites A Survey of Large Language Models.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Survey of Large Language Models

Reference 11

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source=pdf_text observed=2026-08-10T18:34:59.455613Z digest=sha256:b0f0c7098d38b7aeb3bc2aab060e129f4ff65ca337537f6cf350452701a0b39b

Observation b856f241-e55a-43f7-b376-3aae2d1825b9 · outbound

This paper cites A Survey of Large Language Models in Finance (FinLLMs).

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Survey of Large Language Models in Finance (FinLLMs)

Reference 12

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source=pdf_text observed=2026-08-10T18:34:59.463916Z digest=sha256:bcf8ba933d3573a7689a94e2af2c925205c1c9a06d80074e2c23d8182cceedab

Observation 5bc5bbc7-7cc1-456d-8f71-eb9da8a78b55 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-10T18:34:59.472571Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.472571Z digest=sha256:ae6726d098f0727cec4fdec24ca786495906387024d2cb2b3625840abc58e082

Observation 43ff4ad0-ec70-4de0-8db6-d9b082aa8656 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.481689Z digest=sha256:324372b66800088fdd109bed2172e88f4c8fcf5c5c93dbfca3732935e33bbf0a

Observation 57196dff-da36-44c8-a897-e91180b79a66 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-10T18:34:59.489882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.489882Z digest=sha256:ace13cbf2f5672ca78975a70d171852c0d4e02dd7a8062ce0d26aba8a4d4ada7

Observation 76c8d431-8825-4ff8-a535-e87dfce6b447 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 16

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no resolver link, observed 2026-08-10T18:34:59.499882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.499882Z digest=sha256:6c90265cead5af573fe54a84d73ea517a97f969f1368a6e72e3f4c0c75a26273

Observation d48a0fab-cb00-4352-85e1-98accded8a1e · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 17

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source=pdf_text observed=2026-08-10T18:34:59.509034Z digest=sha256:79f10ec3d50b6ae4089bbd885e83e4087de0e6bbbf14f2d2077b9a92fbba07df

Observation fafbde2b-6252-472f-8127-edf22c9572f3 · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 18

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source=pdf_text observed=2026-08-10T18:34:59.522427Z digest=sha256:4eaa0c4ceffd54b52f411282c3448d46e721078935af22f7fc53ee8d09410437

Observation 738fd4bb-bbc1-446d-8675-e15db0dcb827 · outbound

This paper cites The Llama 3 Herd of Models.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods The Llama 3 Herd of Models

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.532910Z digest=sha256:361738cabc176c6bddb0e0f1627e432699ccad34bf6ee65c0de41e80fa51da19

Observation f77ba782-4c50-4065-ad21-7e340b30e777 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-10T18:34:59.543228Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.543228Z digest=sha256:ea727026ed8b28b4829e6a06afafab4bea26aa0de171b3d3f08a7007591416cd

Observation 701e269d-1138-482a-a435-42a602d73343 · outbound

This paper cites Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection

Reference 21

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source=pdf_text observed=2026-08-10T18:34:59.551354Z digest=sha256:8bf007e15ae8476fda7cc34c6e9ed789b7229358d726250b69dbac6ff705e5c6

Observation ed4f306e-e6c5-4b29-b1ff-4a43c6df48b0 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-10T18:34:59.557910Z digest=sha256:fb9f87c1e087c2c1bd6912ad72312e2da8fe7f1f22639265f9ec9dead2c8bde7

Observation 2a321126-2c85-4c44-98a4-1ba4279b5b0c · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.564497Z digest=sha256:9a44f0f69d3fcfe5cf0701ecf18da129cf58363791c299698d5a207b957edb93

Observation ce61fc85-8f03-41c5-b47a-fe2e39061bf7 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-10T18:34:59.571754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.571754Z digest=sha256:d72853d0ee5cf4e0df6a3d329bd710adfd4007dc5f62d21df5b9742dd8e6fa31

Observation a541e338-fa0a-44f0-9c73-db0006342995 · outbound

This paper cites BioRAG: A RAG-LLM Framework for Biological Question Reasoning.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods BioRAG: A RAG-LLM Framework for Biological Question Reasoning

Reference 25

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no resolver link, observed 2026-08-10T18:34:59.578554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.578554Z digest=sha256:6d887a1be09eff7fa303d2a1f8b090e84f9d65aebe2c5e6daca3fec2350e6289

Observation 6402039c-5b4d-4447-a968-1526957aa212 · outbound

This paper cites Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

Reference 26

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verified exact
local_arxiv, observed 2026-08-10T18:35:02.918004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T18:34:59.587259Z digest=sha256:ae149341425733d9bd28e86a320252a0bc2ef253b14ffd637dd22b986eb4b611

Observation 580f7cd7-3def-455f-9b0f-c96d97c5474d · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.601176Z digest=sha256:cfed8eae8cb2020dc8e37f829a4abfda1501090da22688ff54b51eb458fd6498

Observation 8f59e9cb-27c6-4ab7-bca1-d7c894b40076 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.608043Z digest=sha256:bcbf3a5bb73a58d183213526020e3242a5763597f1d19b39b07ec308bb48248d

Observation 78181197-dd91-4fff-a4e9-75ae7928886f · outbound

This paper cites LLatrieval: LLM-Verified Retrieval for Verifiable Generation.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods LLatrieval: LLM-Verified Retrieval for Verifiable Generation

Reference 29

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no resolver link, observed 2026-08-10T18:34:59.616355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.616355Z digest=sha256:cd8f4618cf5f4ffe958fc6cf4332ea4f2c4983c3b983c5a56cef0115af19f8f3

Observation fa57566f-7f28-4d1b-8147-39d791e3cf24 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 30

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.622514Z digest=sha256:b12fe731580ac67f3f10625cd42d28599406e9a96d4b77c42369c040f838c2b6

Observation d18985b0-6950-4482-a068-0f04b993fc9f · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-10T18:34:59.630314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.630314Z digest=sha256:6b23b50d5c82c5322dbcefe62877ed199d2f71f8ee74f590c3c7eff0a2c33b31

Observation f6725f04-8bea-4382-9e21-9e76fb66a463 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.636489Z digest=sha256:52ec89d641e2159fa4942f5c09dd59a6db79700f2d782daeeba673a28cb77b54

Observation 0e39a3f3-2f20-41f9-b3a4-f356047f8779 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-10T18:34:59.642573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.642573Z digest=sha256:75de520e957a2a3c152c5b8bf5ad9acb12a7fa06f8896758c86139a83dae2374

Observation 4fbc7e9e-d32c-46f5-8ba9-2f63cb5eb13e · outbound

This paper cites Kitaev, et al., Reformer: The efficient transformer, 2020.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Kitaev, et al., Reformer: The efficient transformer, 2020

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.649853Z digest=sha256:8ccf9eb599b73f88b1b696aab660428e5d555c0fdc704e10872a5984bd7269bf

Observation fc606a7d-c630-4df9-a38f-d30532ecca2b · outbound

This paper cites ERNIE-Doc: A Retrospective Long-Document Modeling Transformer.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods ERNIE-Doc: A Retrospective Long-Document Modeling Transformer

Reference 35

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no resolver link, observed 2026-08-10T18:34:59.656220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.656220Z digest=sha256:8ccdd1903b658ba9308c87d27467dcad0ffb6606093e1b7b2e75dc5504a77e81

Observation 0728c54f-537a-42be-aa1a-7036249de3aa · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dbd84a0d-bb4f-4c25-babb-91c2ab1a8550 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.671542Z digest=sha256:afb549a6055bf6d81a13464205a0c83e4ccb6bc931c874445cbb3448f63476c7

Observation 5b568911-4e51-4f04-8777-83771a11fb1b · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-10T18:34:59.681376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:34:59.681376Z digest=sha256:515ad145d1785c9a278fba09ccbb0c925109301317c1f435cb2357f4679cf19a

Observation 57db54eb-1494-446b-b64c-02f8a2db169f · outbound

This paper cites A Survey on Large Language Models with some Insights on their Capabilities and Limitations.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Survey on Large Language Models with some Insights on their Capabilities and Limitations

Reference 39

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T18:34:59.689595Z digest=sha256:0942b347e8eb92865fb9794fba2b0d8072f32546a80c15105971532c14d52024

Observation 6a56f8cb-de50-480f-97d2-0aa7dea0b61c · outbound

This paper cites Focus Agent: LLM-Powered Virtual Focus Group.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Focus Agent: LLM-Powered Virtual Focus Group

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:35:02.722817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation ee293d49-19e8-430f-81ec-770bb3e1887b · outbound

This paper cites A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models

Reference 41

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Observation eb8bf2b2-5777-4ea4-8625-43767ac36bb6 · outbound

This paper cites A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods

Reference 42

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Observation a037a12e-1bd4-42e4-a2d5-12f4ce8167ab · outbound

This paper cites LLMs Meet Multimodal Generation and Editing: A Survey.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods LLMs Meet Multimodal Generation and Editing: A Survey

Reference 43

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Observation a0e2aebe-a763-463b-abe3-4f2ae37f8ed8 · outbound

This paper cites Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey

Reference 44

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Observation 64dc3ab9-4f72-4d92-9346-26930b0a3826 · outbound

This paper cites Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning

Reference 45

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Observation a151f5dc-190b-42d6-a65c-541034eaed0c · outbound

This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Reference 46

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Observation 05bb7114-a8e1-4937-9534-b23d93d837d1 · outbound

This paper cites LLM Agents can Autonomously Exploit One-day Vulnerabilities.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods LLM Agents can Autonomously Exploit One-day Vulnerabilities

Reference 47

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Observation fbfa1bda-ff4a-4b90-9842-ecc7e4d85a88 · outbound

This paper cites Papers-to-Posts: Supporting Detailed Long-Document Summarization with an Interactive LLM-Powered Source Outline.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Papers-to-Posts: Supporting Detailed Long-Document Summarization with an Interactive LLM-Powered Source Outline

Reference 48

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Observation 977b6eb8-2977-4375-ad6a-487ef0e3111d · outbound

This paper cites Sentiment Analysis through LLM Negotiations.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Sentiment Analysis through LLM Negotiations

Reference 49

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Observation 7b325ea9-a297-4c29-a19c-47dd04d54a87 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 50

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Observation fd2ce1b6-83a9-470a-9321-2f7e5a249ed9 · outbound

This paper cites A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

Reference 51

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Observation 3f8021ba-e1b4-4108-980f-915d1ad92860 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 52

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Observation 843ab669-c7ce-49c5-93fb-f7794b9737e1 · outbound

This paper cites 11, MDPI, 2024, p.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods 11, MDPI, 2024, p

Reference 53

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Observation cdee5f78-174e-4cda-922c-15d3dd745450 · outbound

This paper cites 29 (8) (2023) 1930–1940.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods 29 (8) (2023) 1930–1940

Reference 54

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Observation cf4310bc-5585-4bf4-a05f-cc2f0d1d08a9 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 55

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Observation 7d0e7e49-d6b5-45ff-a75d-6cd30aebd2d6 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 56

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Observation 5c25b2c6-188d-45d2-87d9-85d162342b3a · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 57

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Observation 97bf626d-963b-44a7-8a98-cef362ccfa42 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 58

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Observation a04cbaa9-aa88-4ff0-9935-80c71062b1ae · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 59

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Observation 3aa46ba4-3efe-45d4-9670-6b1fb0ce1255 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 60

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Observation 43f09356-a411-4ed9-852e-b452bcb4574a · outbound

This paper cites Language Models for Code Optimization: Survey, Challenges and Future Directions.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Language Models for Code Optimization: Survey, Challenges and Future Directions

Reference 61

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Observation b7fb86df-6e38-4bc0-a1c9-89c6bc1c9cc8 · outbound

This paper cites Yu Philip, Multi- modal large language models: A survey, in: 2023 IEEE International Conference on Big Data, BigData, IEEE, 2023, pp.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Yu Philip, Multi- modal large language models: A survey, in: 2023 IEEE International Conference on Big Data, BigData, IEEE, 2023, pp

Reference 62

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Observation ae182807-dc6a-4e53-9707-8db47dc064f2 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 63

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Observation 9e01ef8c-adda-4a03-90a5-5127b4155ef7 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 64

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Observation e6c10cd1-61fc-4d4f-960d-2cb80a608262 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

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Observation 97eeaf4c-374b-4bfb-a72e-e2f15031a834 · outbound

This paper cites Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain

Reference 66

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Observation 9bb81b53-5891-4e21-8101-3de8a4eaea31 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 67

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Observation 166c41f3-5414-4e2e-95de-9a1ff571408f · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 68

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Observation 2279d719-7701-434b-b579-9a45bcdb2148 · outbound

This paper cites 2837–2841.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods 2837–2841

Reference 69

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Observation ad0069a1-fb76-451e-b3ad-4b168b8c777c · outbound

This paper cites Yetisen, Savas Tasoglu, Aydogan Ozcan, Large language model-based chatbots in higher education, Adv.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Yetisen, Savas Tasoglu, Aydogan Ozcan, Large language model-based chatbots in higher education, Adv

Reference 70

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Observation d6233797-c6aa-469e-b14a-a074012eafd5 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

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Observation c16bf6cb-ebdb-4f03-b311-f504dcf5ad96 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 72

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Observation ffaa8c2d-0124-4518-a6a7-23eb4500ad49 · outbound

This paper cites Pinning "Reflection" on the Agenda: Investigating Reflection in Human-LLM Co-Creation for Creative Coding.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Pinning "Reflection" on the Agenda: Investigating Reflection in Human-LLM Co-Creation for Creative Coding

Reference 73

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Observation ead462eb-8977-47d3-b981-638aaae32ac3 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 74

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Observation 90fa25ac-535d-49a4-8a78-8b821058da67 · outbound

This paper cites Transform.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Transform

Reference 75

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Observation 18a2baf5-9fcf-4831-81f9-52bcf26a0cb3 · outbound

This paper cites Rose, John H.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Rose, John H

Reference 76

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Observation 74c786d7-e749-448f-87b4-4c2179c3393c · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

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Observation 716e4ad9-1179-4816-a2be-3aa360e4a32d · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

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Observation 2185673e-b91f-4fd9-aeb6-9d99782cb090 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 79

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source=pdf_text observed=2026-08-10T18:35:00.049083Z digest=sha256:6afb5c2ab863461096ced5e2d2aa3b1e9b5ffd1fdf65716f20740127f69ab82e

Observation 17605723-3329-4e7a-8d01-790d4ef927cd · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

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Observation 551b6264-dcbd-449b-9443-21e4d23df6b1 · outbound

This paper cites Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation

Reference 81

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Observation 107f2481-5878-47f0-ba6c-ef960c223628 · outbound

This paper cites 14511 [cs, math, stat].

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods 14511 [cs, math, stat]

Reference 83

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Observation 71d106d7-71ae-4048-bb12-da0a3274e088 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 84

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Observation 5e4a5838-2288-498f-af49-49f662883175 · outbound

This paper cites Topological or not? A unified pattern description in the one-dimensional anisotropic quantum XY model with a transverse field.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Topological or not? A unified pattern description in the one-dimensional anisotropic quantum XY model with a transverse field

Reference 85

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Observation 44bfb384-c0bf-472b-9813-8132dfbb15bd · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 86

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Observation d6684e43-8f05-43ab-8bb3-073b453a572a · outbound

This paper cites Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey

Reference 87

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Observation 36ae8062-d52e-40a8-b2c1-4d501c64c5e3 · outbound

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A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 88

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Observation 902eba8e-3bf5-4972-ac05-727c2b976094 · outbound

This paper cites Training Compute-Optimal Large Language Models.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Training Compute-Optimal Large Language Models

Reference 89

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Observation 46086324-b228-431a-bf53-1d4774973c85 · outbound

This paper cites AAAI Conf.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods AAAI Conf

Reference 90

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Observation aec2cd4f-05e4-4bca-81fa-da93c0e466ef · outbound

This paper cites Hernandez, Mythreye Venkatesan, Paul Wang, Jason H.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Hernandez, Mythreye Venkatesan, Paul Wang, Jason H

Reference 91

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Observation 18360c1d-7020-440f-9703-25f8c2e6eeac · outbound

This paper cites Educ.: Artif.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Educ.: Artif

Reference 92

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Observation dba7e5ca-ed33-4a54-b3fd-259adf323783 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 93

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Observation 5c9613ac-d6e5-40af-be00-b7e3a5bc5c42 · outbound

This paper cites Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning

Reference 94

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Observation 5f392808-679c-424d-a947-16653acec44d · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 95

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Observation 51b30fda-3e12-4b95-acce-4aa80e0a2cdb · outbound

This paper cites Rush, HuggingFace’s transformers: State-of-the-art natural language processing, 2019.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Rush, HuggingFace’s transformers: State-of-the-art natural language processing, 2019

Reference 96

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Observation ca0259a2-aecf-48c5-afe5-a560c6947e4e · outbound

This paper cites PAS: Data-Efficient Plug-and-Play Prompt Augmentation System.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods PAS: Data-Efficient Plug-and-Play Prompt Augmentation System

Reference 97

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Observation 27799b35-deca-4352-b56a-d6338911b9e7 · outbound

This paper cites A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

Reference 98

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Observation 77562984-6842-42b5-82b9-054c5d6e398e · outbound

This paper cites Active Retrieval Augmented Generation.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Active Retrieval Augmented Generation

Reference 99

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Observation bfe84c0f-3811-4cce-8348-f7eb7dad057c · outbound

This paper cites Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency

Reference 100

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Observation 816ef10a-e388-4315-87f9-a9d2af0a2883 · outbound

This paper cites an unresolved cited work.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Unresolved cited work

Reference 101

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Observation 5d282d19-c87d-47ed-a5c8-6bd5953ea288 · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde- Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio, Generative adversarial networks, 2014.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde- Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio, Generative adversarial networks, 2014

Reference 102

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Pith citing papers

Observation eb8bf2b2-5777-4ea4-8625-43767ac36bb6 · inbound

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods cites this paper.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods

Reference 42

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local_arxiv, observed 2026-08-10T18:35:02.676360Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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