Pith. sign in

Paper Citation Record · LEDGER

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion

As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 2 inbound Pith citation observations for arXiv:2509.05980.

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

pith.paper-citation-record.v1
2509.05980 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:48:40.112894Z

measured 62 of 62 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:14:28.817324Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:00:57.803911Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94469c70-95c6-43e4-93ac-343d5e247a82 · outbound

This paper cites GPT-4 Technical Report.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:33.822819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:33.822819Z digest=sha256:2c80a55bbc970277da1406980f0ab2e77a71ae557761cc44b0b05af9947b19c1

Observation 8106df5a-e50e-444c-ad00-f57c7f5c58bf · outbound

This paper cites Guiding Language Models of Code with Global Context using Monitors.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Guiding Language Models of Code with Global Context using Monitors

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-05T04:48:40.880450Z

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.

source=pdf_text observed=2026-08-05T04:48:33.971556Z digest=sha256:18878a4c64156e8823234f78a98c3ab0923e8717cccdedd2596369b506c67de6

Observation 126969d0-9e58-4003-b033-b08828339bc6 · outbound

This paper cites SantaCoder: don't reach for the stars!.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion SantaCoder: don't reach for the stars!

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.067979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.067979Z digest=sha256:40ceedbd87b2176805c6500dc10d6a3a789977770edf20c53ce531bdf300606e

Observation 5a9f07db-2bdd-4ef1-9a9e-c87bbdbf11aa · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:45.064278Z

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.

source=pdf_text observed=2026-08-05T04:48:34.198068Z digest=sha256:1de0828d717123e6d11800181cfa5b8b79f274ca763c4b2c4c4058e6b4f861f6

Observation f3f69573-a84f-422a-a5b5-d6d583259947 · outbound

This paper cites Program Synthesis with Large Language Models.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Program Synthesis with Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.308214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.308214Z digest=sha256:fea2b194b525b32de5ed6b714538d646b11c04b0d6c5d664803cc8f6577c9e9f

Observation 2cad1667-16d9-4219-9fcc-83d99ecbd68c · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:44.828273Z

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.

source=pdf_text observed=2026-08-05T04:48:34.351709Z digest=sha256:86d4bc844a2948a155b9b5c8707e9b95bb40e400e5ad008f918a0d1c3ace1f91

Observation 283f03eb-dbeb-4d72-b736-dca434c4e546 · outbound

This paper cites Efficient Training of Language Models to Fill in the Middle.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Efficient Training of Language Models to Fill in the Middle

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.384206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.384206Z digest=sha256:b3224dc55a03305d48a9ea2b39d065dbbdaed814e076c55296589db302b72a02

Observation 4107cb70-012b-45d3-bae1-1529fac943ca · outbound

This paper cites Evaluating Large Language Models Trained on Code.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Evaluating Large Language Models Trained on Code

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.472151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.472151Z digest=sha256:53ed60686b11337955e6f45b7873d48c304271221548250290b61c514f4231ff

Observation 0f12ab20-6fc2-4a11-9c40-e783a6636f17 · outbound

This paper cites Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.590439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.590439Z digest=sha256:53d374b5e3ca51e614d75c2f23f97ea250babb354307b36010115ab47be229b7

Observation 9a96c717-9e56-48f1-82f0-82dd28b27643 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:44.599965Z

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.

source=pdf_text observed=2026-08-05T04:48:34.674883Z digest=sha256:7437e69f6cd546b94f3d04b6b2aea7f85c0e49a8525a196d8efc42c44d0d65b1

Observation 5266e371-59c1-418a-b565-793013cb6a8d · outbound

This paper cites PanGu-Coder: Program Synthesis with Function-Level Language Modeling.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion PanGu-Coder: Program Synthesis with Function-Level Language Modeling

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.819841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.819841Z digest=sha256:0e310e4564c4544b07ee3413724e9b1cc09a8d4d903c027ad9516d805cd97640

Observation f673d765-50f4-4454-b212-8d234d33ed12 · outbound

This paper cites Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:34.933532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:34.933532Z digest=sha256:a0ac582de4765fd2a435aef1655d607b39d856dcf6bad289f1768ef23c524fe9

Observation 47e36b29-6542-4bcc-a97a-86dadf7af005 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.034508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.034508Z digest=sha256:d0c3491ca25592e28b1186c4b3ff66073b92aed9150f78eb13fd1c8f6e869e91

Observation 16dc95ed-5f78-4e9f-bb90-73a797adcea9 · outbound

This paper cites CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.163259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.163259Z digest=sha256:6f97f93d7b935852c1fa27dbd5240301ce78a823911ac751b9787da816cc84ea

Observation f1fa2c5f-0b3c-4592-8063-2553383b1cf8 · outbound

This paper cites The Llama 3 Herd of Models.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion The Llama 3 Herd of Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.261555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.261555Z digest=sha256:8f3a4a80f26063c49eadb542287a08966c6ac55fbab952829091d865b4b02e73

Observation 20edc1e3-eec5-4e18-a5ec-329b2bef02cc · outbound

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

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.365497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.365497Z digest=sha256:4814770614599fbbeee0cf24abdf274e7a563124a5a14497afba9fbb494bc5ba

Observation 3cc4d2ed-ce53-4ef3-a72a-d55812064d36 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:44.279361Z

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.

source=pdf_text observed=2026-08-05T04:48:35.536227Z digest=sha256:f3900625344416e6cc76fc4ac11d8f60887ce24f6e12ff359eaff9d39fb404b1

Observation 58150982-405b-4469-8e3d-22cdbbb63cca · outbound

This paper cites Generalization through Memorization: Nearest Neighbor Language Models.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Generalization through Memorization: Nearest Neighbor Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.554870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.554870Z digest=sha256:87b016d8c33c4306bb15aa811d0a72a093a5bdb1a902a9e3d152e5b8b49d8687

Observation fefcb2ba-0236-4d47-a20c-51f6bfa2fc99 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:44.046222Z

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.

source=pdf_text observed=2026-08-05T04:48:35.699537Z digest=sha256:2ba86551240ddc1453c2d8ee1e5603f35ffa2363dd647357a88eb756c61a9cb4

Observation 5a2e0d84-5101-438e-b630-f198295be50d · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.800329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.800329Z digest=sha256:48fe13483cf5fc9d92e99bb85130436ae4388b67aed52961cc998f6424c3dda1

Observation 153cd2ee-e20b-4d11-8cf1-a4260df62368 · outbound

This paper cites Code Completion with Neural Attention and Pointer Networks.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Code Completion with Neural Attention and Pointer Networks

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.882163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.882163Z digest=sha256:619f3c73493db520e18f6b7f9c3f93181b922897e513e7dd24d4cdaab7531d19

Observation b0378ef8-148e-4e68-9277-ad54c151de77 · outbound

This paper cites AceCoder: Utilizing Existing Code to Enhance Code Generation.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion AceCoder: Utilizing Existing Code to Enhance Code Generation

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:35.991772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:35.991772Z digest=sha256:c4f34cd48b8320ef80c56587d0b9fd738fab13c21e02c3240225846c6b544e22

Observation 2ea7c371-c7cb-481c-a723-e9cba48482c1 · outbound

This paper cites StarCoder: may the source be with you!.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion StarCoder: may the source be with you!

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.083170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.083170Z digest=sha256:b9321996b8ac855de6bcd8c71614ef44fbf52db32ab5869fbbde2f3decc14e56

Observation 828becb7-2020-4dde-82fb-0bd5e0a96024 · outbound

This paper cites REPOFUSE: Repository-Level Code Completion with Fused Dual Context.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion REPOFUSE: Repository-Level Code Completion with Fused Dual Context

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.201860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.201860Z digest=sha256:10c9009c426346159b76e6ecae2fd5263781a78c656a80897715edf7ad2b63f7

Observation 3c45b1fe-869f-4142-ad17-bac012f6d85f · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:43.790695Z

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.

source=pdf_text observed=2026-08-05T04:48:36.271262Z digest=sha256:a1a7a94a99349f1bec6b3043a764dfb79fa52a72090457039a231017d63094a7

Observation c4013ab9-00aa-4854-9ba3-027196a44066 · outbound

This paper cites DeepSeek-V3 Technical Report.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion DeepSeek-V3 Technical Report

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.361712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.361712Z digest=sha256:46cd2b877cb6deba37bc48d272090a6ea95015a5cf061f9ea3974c035618df1a

Observation 8c7d8a53-ce24-481d-bd6e-52ae101b9f98 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:43.551209Z

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.

source=pdf_text observed=2026-08-05T04:48:36.453752Z digest=sha256:d165729b214c0bcb81229f431fa5a34ff14e5db516730639ee212b88ca35eb26

Observation ec715492-f1e7-42f3-925e-10fe034b2455 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Lost in the Middle: How Language Models Use Long Contexts

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.567735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.567735Z digest=sha256:d485d9760e318d685ef735239ffc763f5757be8c3a5eb463555d4cc0b179576d

Observation b0fdf125-287f-4fc2-9258-72edd596757e · outbound

This paper cites RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.678426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.678426Z digest=sha256:d8ccdbf7c9dfab0087d125f73ff8946c3b9d4984f1c7258e36ab3e98c83cd4b6

Observation 20688db9-2c04-43b8-8f5b-43a14e8462f4 · outbound

This paper cites GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.790983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.790983Z digest=sha256:d83059e00e3fc7865890af72f2b16312e44d8718183b003197d570c3fc4e190f

Observation 3b61eb93-ace4-497d-b7ba-5cb45e8656ee · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion StarCoder 2 and The Stack v2: The Next Generation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:36.924136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:36.924136Z digest=sha256:efcc604cb1cf0ffc2140d5f9cd6d4028c45b13322238a455976dc40f2b765346

Observation de248489-d431-4500-a197-4d90cae34348 · outbound

This paper cites WizardCoder: Empowering Code Large Language Models with Evol-Instruct.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.028205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.028205Z digest=sha256:6e856611efc052a1a542f45e5ed6757b1dcb3732442a1bc2afab9df3952f70b0

Observation 9bd108fc-062d-4b2f-8c4d-837df0ee4e3a · outbound

This paper cites CodeGen2: Lessons for Training LLMs on Programming and Natural Languages.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion CodeGen2: Lessons for Training LLMs on Programming and Natural Languages

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.109377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.109377Z digest=sha256:90a877458089665dafc203c22e40b2388d2daa4af436e8e2d109651e995ce103

Observation 2f345c34-c944-4c29-9864-735521eba92d · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:43.319768Z

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.

source=pdf_text observed=2026-08-05T04:48:37.232862Z digest=sha256:c227b6e8385b1759c5d3b900358ae906caff2e6f5fc6f4a76cf3522bf824ccd9

Observation 4431bf53-2fef-46a9-9aa9-e66d9ab2a040 · outbound

This paper cites Retrieval Augmented Code Generation and Summarization.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Retrieval Augmented Code Generation and Summarization

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.355987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.355987Z digest=sha256:de1a567c55f2ca48f41d09d38c87feb6aad89f453aeb4e28bd136c811723a73f

Observation 5d87114c-ab2a-450d-983e-0727c23c8e6c · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Graph Retrieval-Augmented Generation: A Survey

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.491550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.491550Z digest=sha256:22c26c9685af8374f9ba918c3796bc8e6e32847cee71482be0da95d1be1fa090

Observation dccab11d-1c6e-4470-9a30-d89e4bb55766 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:43.122661Z

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.

source=pdf_text observed=2026-08-05T04:48:37.591466Z digest=sha256:5b7e675fd03607fbad170ff201f76f24e7e95f7d70613919c8f59bd6e51e9ae2

Observation daab8c82-081e-412b-9d7d-79d9c3b89b3a · outbound

This paper cites Qwen2.5 Technical Report.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Qwen2.5 Technical Report

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.682907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.682907Z digest=sha256:4534f729dbf26f4a4790ee5c89162a24c62a8a8df705e87598c956c37d49ce5c

Observation eedc7697-4426-4a54-b079-6e34335eabeb · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.810579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.810579Z digest=sha256:8f2059e016992212b6ddc7fb924c6233ec2ef5ec0ad2bdcb3a43f4fabe5c6ddc

Observation 3af57157-0945-446a-ac71-f1da7b980e1c · outbound

This paper cites Code Llama: Open Foundation Models for Code.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Code Llama: Open Foundation Models for Code

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:37.910638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:37.910638Z digest=sha256:743b09382d25b0ecf4b4b6cf06996f16682575e65027b5a25601b1eca17e367d

Observation 75cb616a-22f8-416b-9f8b-1961bf897d5e · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:42.863328Z

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.

source=pdf_text observed=2026-08-05T04:48:38.017782Z digest=sha256:b8b10ad583632e1e93d22239f14418fdab89a7bd0b59085996efe50f1f5eb9bd

Observation 8e2dcd9d-4718-4192-bf92-f9f28708e8dd · outbound

This paper cites RepoFusion: Training Code Models to Understand Your Repository.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion RepoFusion: Training Code Models to Understand Your Repository

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:38.168535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:38.168535Z digest=sha256:584edd6600ef27a56656d5776229f55736362d9feb2cdc34f678464a289fd3f6

Observation d197a7cc-4eff-45bc-babd-5d3e2b21f346 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:42.628388Z

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.

source=pdf_text observed=2026-08-05T04:48:38.256588Z digest=sha256:0344c5f91cfa60791d64b21802d7cfd041a45d3671be843423b6e0a8747f41b0

Observation 3759cd32-b866-4b33-b6f2-851ff73ec8b7 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:42.328126Z

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.

source=pdf_text observed=2026-08-05T04:48:38.367013Z digest=sha256:b66c393cadb0e68488350e219d4d72e0de11b75718d0636b4e47e9e7b9e93e78

Observation 70e88062-1dab-4e1d-90d2-42bbd023c98b · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:42.090906Z

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.

source=pdf_text observed=2026-08-05T04:48:38.512418Z digest=sha256:fa53c9b020667b3b5f411a7cb9409c94401c7c7720ac1f661f28984d08a22b40

Observation 6bfd542b-daf9-4624-96ea-0936befde3ac · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:41.909001Z

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.

source=pdf_text observed=2026-08-05T04:48:38.607658Z digest=sha256:b346a3f34f4209c5b3e4f47050ad368ae40756d9a7d89f8e072514a3519917f2

Observation 97c93576-5938-41a1-b6d4-ba51c5a58da7 · outbound

This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:38.829356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:38.829356Z digest=sha256:2b5c9bf6b12ce5812c7a479e20c397d980d0c08cb10d46b84fe243f783b9ad65

Observation d822ac88-0df9-4280-a34d-3725b2aa270f · outbound

This paper cites RLCoder: Reinforcement Learning for Repository-Level Code Completion.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion RLCoder: Reinforcement Learning for Repository-Level Code Completion

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:38.948991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:38.948991Z digest=sha256:15335ba7a18f2069d0bae17c74be7d547e9f4f152e3915b297e90f7a1ee032ed

Observation 7a74b070-4502-47dd-ac02-e2a087d9eeb0 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:41.680202Z

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.

source=pdf_text observed=2026-08-05T04:48:39.089247Z digest=sha256:b874b110a02301f8f2facf07fa6c72b296e2a3806fe7bb76d3c81875e42ee94b

Observation bd3d100d-c017-477c-98b2-203f3be0eda2 · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:41.418706Z

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.

source=pdf_text observed=2026-08-05T04:48:39.189464Z digest=sha256:718b90a219a9f1a08cbd1d50287081ed1ac159bc69d5643cd9f4a1616a9dfcfd

Observation aeb2e2a5-2e14-4a8e-a3da-d25df17f8ec6 · outbound

This paper cites CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:39.377127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:39.377127Z digest=sha256:022dd6f7926aa650e90ead79b3c0badb9a76cf93be7494aa0a48f04ad298e176

Observation c0146b42-b23a-41c2-abc6-c3764c6cb99e · outbound

This paper cites Large Language Models Meet NL2Code: A Survey.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Large Language Models Meet NL2Code: A Survey

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:39.496588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:39.496588Z digest=sha256:8a37ff6ec6b2a3df318b03a003328b062ce284ee5ab9ef126be8580e9ad3cc55

Observation e7ecba76-59d9-4fcf-a991-3450d6765f33 · outbound

This paper cites RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:39.600386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:39.600386Z digest=sha256:145f9234adc84a55ed744029556586f5405d0031802d9bbd6c52c59e3018d660

Observation 9c1a421a-1a54-4d77-9799-ebf5b99e1d1c · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:41.227404Z

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.

source=pdf_text observed=2026-08-05T04:48:39.694189Z digest=sha256:6afda36951d9aecb7c267044e03f6ab5646bcec74e631ade3864b970ba9e0bb7

Observation 0842354d-1f9c-4446-9397-630469681301 · outbound

This paper cites Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:39.805301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:39.805301Z digest=sha256:1d879d706bbdea543618394b9c4e2c54a61f11d47e84f107037a7f0ac6b44b8a

Observation 3a00e034-f989-4be9-b38c-71099d95dcfb · outbound

This paper cites an unresolved cited work.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:48:41.068489Z

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.

source=pdf_text observed=2026-08-05T04:48:39.894349Z digest=sha256:e8b6bfe8d1daabb6d5c90e6d01f621be70f72a4b990e3651d8d5438aa331862f

Observation 9692053e-9b35-49a4-9f95-df9613160f9b · outbound

This paper cites A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:40.018554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:40.018554Z digest=sha256:fa3c6ba6a1eeb52eaa8ade4605995eedb842a2df97eb0bbd098bd8b90b4274f7

Observation 5808a3a0-c861-4bc2-9d89-493b9ab652a9 · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:40.112894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:40.112894Z digest=sha256:055e5c2879b42e076d340ef10f0b94b3751e1546d643e472c9042f26c6855262

Observation 62685382-3687-4e72-b579-50ef9fd95e8e · outbound

This paper cites When Language Model Meets Private Library.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion When Language Model Meets Private Library

Reference 2022

Resolution
verified exact
local_arxiv, observed 2026-08-05T04:48:40.397499Z

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.

source=pdf_text observed=2026-08-05T04:48:39.250735Z digest=sha256:247dc05731878e52d71ae189c549e51e4ea000184731bd8c88838db12deece81

Observation 33d8332e-ad8f-40c2-a52f-3a8cd25c77dc · outbound

This paper cites Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-05T04:48:38.717945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:38.717945Z digest=sha256:733438948f92572d8d92bfa0856e8bf84ec156d367e4b6189e1174c83fa1661e

Pith citing papers

Observation a3d646b2-0b10-4dec-a5d5-0d114d3d2abb · inbound

Better Call Grep: Evaluating and Improving Grep-Like Lexical Retrieval for Repository-Level Code Completion cites this paper.

Better Call Grep: Evaluating and Improving Grep-Like Lexical Retrieval for Repository-Level Code Completion GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-03T06:14:28.817324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:14:28.817324Z digest=sha256:b8a0607f4ef176a477beaaae95bf303a5bbc83d13a3b4569373281d6f2279497

Observation 9d6a84eb-9dd1-4e06-8264-5e1f9746e38f · inbound

Formal Architecture Descriptors as Navigation Primitives for AI Coding Agents cites this paper.

Formal Architecture Descriptors as Navigation Primitives for AI Coding Agents GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:00:57.807274Z

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.

source=pdf_text observed=2026-05-10T16:52:28.135647Z digest=sha256:2cb38e9932139882e880b839024515a58dbf420f8eb6c17ad1af70fe89abd623