Paper Citation Record · LEDGER

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation

As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2607.28397.

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

pith.paper-citation-record.v1
2607.28397 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T08:45:17.103473Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

verified exact8
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 462eb0dc-1fee-48e9-8151-f341ab7b7a9e · outbound

This paper cites Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.456323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e0de2e-1711-4133-82a9-538d88452788 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.467208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eab5dc8-c53b-4e48-ad5f-0357e889041c · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-07-31T08:46:23.468270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fdc97fbf-428d-4617-ab50-66d40e51e084 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.495663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829d5bab-1018-406c-8e37-055798df9840 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.504978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1989aea-a543-4449-a35f-202049b6a58d · outbound

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

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.518519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b617af2-708a-4f72-925e-93e4cb5e5d2f · outbound

This paper cites Set-LLM: A Permutation-Invariant LLM.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Set-LLM: A Permutation-Invariant LLM

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.539657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db145de-dcaa-4aba-9a31-a1100fbaa40e · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.549971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b22b7057-1bac-4249-87b9-d65a085dbda5 · outbound

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

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.559616Z

Source-reported events for the cited work

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Observation 767d15b5-cbfb-4089-9aab-4280297f6302 · outbound

This paper cites Neural Message Passing for Quantum Chemistry.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Neural Message Passing for Quantum Chemistry

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.568942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c75ad001-ceed-4cbf-b4a0-341a60e43dc3 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.575533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8da1a32-1bd3-46fe-9073-ad15c9c9ec9b · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.585962Z

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Observation 7cae4b2b-df2c-49ff-8aca-f451ee1539de · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.593382Z

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Observation 9c306631-1a37-4378-b8d4-d9ee740e5685 · outbound

This paper cites From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.601383Z

Source-reported events for the cited work

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Observation 7dccfc50-be32-4f5b-b0b5-711b09e9b1b5 · outbound

This paper cites G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.609605Z

Source-reported events for the cited work

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Observation b2817823-3ea5-4cbd-aa2e-db7c333d03f3 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.621805Z

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Unavailable: canonical work link unavailable.

Observation 374a4226-7fce-4ef9-acd4-5fadc22c8519 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.632263Z

Source-reported events for the cited work

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Observation 48667281-05bb-4b33-9cdd-af86e4c11a72 · outbound

This paper cites HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.642455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d4ab30f-4222-4074-a917-bb3a1315888c · outbound

This paper cites Scaling Laws for Neural Language Models.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Scaling Laws for Neural Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.656326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa21f3ce-8cbc-417d-8a9e-0ff0cc8ff650 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.665576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ead756b-4051-4ac6-b6c8-8b219a0e9e7d · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt\

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.678631Z

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Observation f37aeb9c-4539-4c10-ba67-1802f7754b3e · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.692017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075e8328-132d-4152-8edb-881b5fb3de97 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.705497Z

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Observation 3b281f44-ce81-4f41-9d9a-5afdfce17aad · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.714099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 036103ed-0c76-446c-89aa-a20e2d14d150 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.720257Z

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Unavailable: canonical work link unavailable.

Observation 2f93212e-e36b-47a0-8c3f-45cf1c2c8326 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-07-31T08:46:23.154510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 626c5d4e-da0f-4be7-876f-68c6551a58ba · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.739391Z

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Observation ed16f4ae-bb4a-4d15-9c15-d1cced84312c · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.746672Z

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Observation 4a09fe08-500a-484a-bbb4-78e846dc427e · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.758042Z

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Observation 9a4e54c0-1dc5-4527-86da-f826b692598f · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.767228Z

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Observation 45d2850d-109f-49fb-9406-2d7394ce4a70 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.784696Z

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Observation 6079b267-1a50-4589-904a-20f51d5c9761 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-07-31T08:46:23.055533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99ff8e53-57d9-480d-b3c3-4d04d565ee96 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.808786Z

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Observation 1488367b-2467-4dd2-80d4-113da4dd59ad · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-07-31T08:46:22.979822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a26bf46-0a3d-49d5-935a-384c6fefb0de · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-07-31T08:46:22.901649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fda3c716-2103-4296-a344-83c97af7906c · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.869934Z

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Observation 356e0738-fc9c-47d3-b342-9237941541e9 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-07-31T08:46:22.734084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0e92b77f-6bfd-4b7a-91fd-75e9b1c571b8 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.889487Z

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Observation a6f949b0-d7e2-4b05-aa09-e56b1dc74052 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.898809Z

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Observation a95715c1-255d-47b2-b509-46eda41c2a29 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-07-31T08:46:22.604571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dcb3f292-fcfa-4366-b0bb-be30257db920 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.940522Z

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Observation fa3235b3-f81e-48c3-98ec-aca7b94ca680 · outbound

This paper cites RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.955312Z

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Observation 1bafda86-7704-426f-8524-fa4deefb2507 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-07-31T08:46:22.452866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f02d07a1-bbda-47fb-8198-e04ccf13f5b5 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:16.987216Z

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Observation 2b7cd578-3687-47a8-926b-fcdaee587a56 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.000157Z

Source-reported events for the cited work

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Observation 8f037576-e50f-4582-8f8f-b2da7533408b · outbound

This paper cites Teaching LLMs to See Graphs: Unifying Text and Structural Reasoning.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Teaching LLMs to See Graphs: Unifying Text and Structural Reasoning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.011071Z

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Observation 42fe15a6-cabd-4408-889b-8db2f5f10fb8 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.031310Z

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Observation d89cbed4-5fc0-4546-92f2-cfcb0697ac55 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.040710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41fc6741-48ee-4534-bc47-cc74b0fd1138 · outbound

This paper cites GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.046736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1012fdec-bc36-4135-a83a-8f39e3056f0c · outbound

This paper cites When Graph Language Models Go Beyond Memorization.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation When Graph Language Models Go Beyond Memorization

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.054153Z

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Unavailable: canonical work link unavailable.

Observation d03ba8cd-42b6-4052-b06c-6429c9245c02 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.066032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483a6819-fb27-48ee-88b0-98e658d6c33c · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.076587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71bf0014-15ce-4f89-9fd0-a7a7225e49f2 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.085562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d52a187c-0ef3-4ec8-b3a4-081b87f1ccfa · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.094169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6196b3a-fef7-43d5-b2f9-cec37dd1c583 · outbound

This paper cites an unresolved cited work.

GLM-RAG: Graph Language Models for Graph-Based Retrieval-Augmented Generation Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-31T08:45:17.103473Z

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Pith citing papers

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