Paper Citation Record · LEDGER

Challenge on Optimization of Context Collection for Code Completion

As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2510.04349.

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

pith.paper-citation-record.v1
2510.04349 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:31:17.522279Z

measured 26 of 26 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

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d380bd81-9759-42fc-9b23-03e63ae6914c · outbound

This paper cites CodeFill: Multi-Token Code Completion by Jointly Learning from Structure and Naming Sequences,.

Challenge on Optimization of Context Collection for Code Completion CodeFill: Multi-Token Code Completion by Jointly Learning from Structure and Naming Sequences,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.083254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5dffb69-9a84-4c24-9156-9546edf6607f · outbound

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

Challenge on Optimization of Context Collection for Code Completion Efficient Training of Language Models to Fill in the Middle

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.200122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f70af23-5de3-4348-9774-c9a728543595 · outbound

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

Challenge on Optimization of Context Collection for Code Completion RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.386517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee273345-7e22-4e8f-9672-ccccd44d727a · outbound

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

Challenge on Optimization of Context Collection for Code Completion Code Llama: Open Foundation Models for Code

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.490597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd29534-a351-4c1a-b20f-4cecb5c83336 · outbound

This paper cites Repo- former: Selective Retrieval for Repository-Level Code Completion,.

Challenge on Optimization of Context Collection for Code Completion Repo- former: Selective Retrieval for Repository-Level Code Completion,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.685637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ce6d34-2170-418d-b7a0-581063e5c713 · outbound

This paper cites Long Code Arena: a Set of Benchmarks for Long-Context Code Models.

Challenge on Optimization of Context Collection for Code Completion Long Code Arena: a Set of Benchmarks for Long-Context Code Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.818029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70c20d1c-9e46-45de-8b4c-ce9faa2ae12c · outbound

This paper cites On Pretraining For Project-Level Code Completion,.

Challenge on Optimization of Context Collection for Code Completion On Pretraining For Project-Level Code Completion,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:14.938166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b70284-5756-468f-a283-5086b1b857d3 · outbound

This paper cites RLCoder: Reinforcement Learning for Repository-Level Code Com- pletion,.

Challenge on Optimization of Context Collection for Code Completion RLCoder: Reinforcement Learning for Repository-Level Code Com- pletion,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.086996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b7bfb3-09b6-40a1-9a6d-0c48b9a8c883 · outbound

This paper cites Repohyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion,.

Challenge on Optimization of Context Collection for Code Completion Repohyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.235418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3ef6bb-0625-429e-bce8-bc3e0fc3529e · outbound

This paper cites Codestral,.

Challenge on Optimization of Context Collection for Code Completion Codestral,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.296006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99bc3523-b9be-4f15-af76-14af28ad7e07 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Challenge on Optimization of Context Collection for Code Completion Qwen2.5-Coder Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.406003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e1013d0-dec0-433a-bf37-79d2541b55da · outbound

This paper cites Introducing Mellum: JetBrains’ New LLM Built for Developers,.

Challenge on Optimization of Context Collection for Code Completion Introducing Mellum: JetBrains’ New LLM Built for Developers,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.504403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984d8992-c238-442b-9cf3-945890a1e413 · outbound

This paper cites Toloka Visual Question Answering Benchmark.

Challenge on Optimization of Context Collection for Code Completion Toloka Visual Question Answering Benchmark

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.618220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de24c9ab-154b-463a-acd6-b7aa376634d2 · outbound

This paper cites Out of the BLEU: How Should We Assess Quality of the Code Generation Models?.

Challenge on Optimization of Context Collection for Code Completion Out of the BLEU: How Should We Assess Quality of the Code Generation Models?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.802300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d8738d-0064-410c-b14e-b4ffef699d18 · outbound

This paper cites chrF: Character n-gram F-score for Automatic MT Eval- uation,.

Challenge on Optimization of Context Collection for Code Completion chrF: Character n-gram F-score for Automatic MT Eval- uation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:15.956061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c711525-f3ce-4287-bace-3d316958fde4 · outbound

This paper cites From Commit Message Generation to History-Aware Commit Message Completion,.

Challenge on Optimization of Context Collection for Code Completion From Commit Message Generation to History-Aware Commit Message Completion,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.104436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95c1481-f92d-4865-ae16-e57fdd8543a5 · outbound

This paper cites The Probabilistic Relevance Framework: BM25 and Beyond,.

Challenge on Optimization of Context Collection for Code Completion The Probabilistic Relevance Framework: BM25 and Beyond,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.298405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68dfd43-97fd-492d-9a28-dd22498e104e · outbound

This paper cites Dataset for the ASE 2025 Challenge on Code Completion Context Collection Optimization.

Challenge on Optimization of Context Collection for Code Completion Dataset for the ASE 2025 Challenge on Code Completion Context Collection Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.465925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73a0d5c2-cc08-422c-9714-a1aee6e7497d · outbound

This paper cites EvalAI: Towards Better Evaluation Systems for AI Agents.

Challenge on Optimization of Context Collection for Code Completion EvalAI: Towards Better Evaluation Systems for AI Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.555067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c615eff9-08de-4e29-a30b-bbf1e04bcb78 · outbound

This paper cites Exploration of Structural Code Relationship Space for Context Collection,.

Challenge on Optimization of Context Collection for Code Completion Exploration of Structural Code Relationship Space for Context Collection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.721163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e87bd8a-b82d-4868-b438-99a17c50a4b4 · outbound

This paper cites Billion-scale Similarity Search with GPUs,.

Challenge on Optimization of Context Collection for Code Completion Billion-scale Similarity Search with GPUs,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.827456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205e57ac-09d0-4b0b-a0f6-feae5e7ae103 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks,.

Challenge on Optimization of Context Collection for Code Completion Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:16.998818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8073706-0edd-4ac0-8236-5dc1d1d07d67 · outbound

This paper cites Relative Positioning Based Code Chunking Method For Rich Context Retrieval In Repository Level Code Completion Task With Code Language Model,.

Challenge on Optimization of Context Collection for Code Completion Relative Positioning Based Code Chunking Method For Rich Context Retrieval In Repository Level Code Completion Task With Code Language Model,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:17.108857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7162df8-c440-4427-a4a5-e80efd3ea429 · outbound

This paper cites Beyond More Context: How Granularity and Order Drive Code Completion Quality,.

Challenge on Optimization of Context Collection for Code Completion Beyond More Context: How Granularity and Order Drive Code Completion Quality,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:17.287548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4cbd0b-7a95-4aea-ad4c-a78a43fb4199 · outbound

This paper cites On the Importance of Con- text Filtering in Retrieval-Augmented Code Completion,.

Challenge on Optimization of Context Collection for Code Completion On the Importance of Con- text Filtering in Retrieval-Augmented Code Completion,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:17.395226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b87904e8-fae6-428b-b96d-74f314607089 · outbound

This paper cites SpareCodeSearch: Searching for Code Context When You Have No Spare GPU,.

Challenge on Optimization of Context Collection for Code Completion SpareCodeSearch: Searching for Code Context When You Have No Spare GPU,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:17.522279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.