Paper Citation Record · LEDGER

Improving FIM Code Completions via Context & Curriculum Based Learning

As of 17 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2412.16589.

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

pith.paper-citation-record.v1
2412.16589 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:30:01.790455Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T18:04:56.915339Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T18:08:12.845308Z

Reference resolution

48 of 48 outbound references displayed

verified exact1
verified fuzzy2
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06f60357-27f3-468a-aa0e-f435bb6e5ffb · outbound

This paper cites GPT-4 Technical Report.

Improving FIM Code Completions via Context & Curriculum Based Learning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.654912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 732bce5b-14a1-4945-b184-dbe50118d090 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.663018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08439d5e-a8da-4ca2-8ec6-4af714527f88 · outbound

This paper cites Program Synthesis with Large Language Models.

Improving FIM Code Completions via Context & Curriculum Based Learning Program Synthesis with Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.669806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d1a62f-aad9-4bdc-86aa-d04e2eb20931 · outbound

This paper cites Qwen Technical Report.

Improving FIM Code Completions via Context & Curriculum Based Learning Qwen Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.672897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 314a688d-6f3c-4190-9647-329517a4fe1f · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning Efficient Training of Language Models to Fill in the Middle

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.676392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf486d8b-6cd0-4fb6-968c-50db40e7365a · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.679048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3405cce5-e1a9-4aa9-81fc-d4e354cdda68 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Improving FIM Code Completions via Context & Curriculum Based Learning Evaluating Large Language Models Trained on Code

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.681323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf2f65d-34b3-46fc-9991-3344b625bf51 · outbound

This paper cites CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion.

Improving FIM Code Completions via Context & Curriculum Based Learning CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.684262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57ca3802-de3a-49d8-8ff9-8e52921a5573 · outbound

This paper cites The Llama 3 Herd of Models.

Improving FIM Code Completions via Context & Curriculum Based Learning The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.687131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1b334d-0d66-430f-a1bb-e0b49b3c4038 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.127710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ba8729a-701a-4967-b53e-9e92b486fab1 · outbound

This paper cites InCoder: A Generative Model for Code Infilling and Synthesis.

Improving FIM Code Completions via Context & Curriculum Based Learning InCoder: A Generative Model for Code Infilling and Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.692026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71cc69f-2d11-474e-bef1-eef49e9082ae · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.694651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5509f27e-970a-44e8-a515-4442e4108fec · outbound

This paper cites FT2Ra: A Fine-Tuning-Inspired Approach to Retrieval-Augmented Code Completion.

Improving FIM Code Completions via Context & Curriculum Based Learning FT2Ra: A Fine-Tuning-Inspired Approach to Retrieval-Augmented Code Completion

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:30:01.949863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b1b3f59-2979-4a3a-b611-f8d8035bfd71 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.119836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f25b3d19-40a1-44ab-8cf6-dda133152401 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Improving FIM Code Completions via Context & Curriculum Based Learning LoRA: Low-Rank Adaptation of Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.702330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472563d7-b959-4ee5-8132-448d834b6e57 · outbound

This paper cites Mixtral of Experts.

Improving FIM Code Completions via Context & Curriculum Based Learning Mixtral of Experts

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.704621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f3986a7-a172-4fcf-907a-fe1a292d44df · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Improving FIM Code Completions via Context & Curriculum Based Learning SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.707405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bcea77c-11f5-40dc-870c-f209ca5b9019 · outbound

This paper cites The Stack: 3 TB of permissively licensed source code.

Improving FIM Code Completions via Context & Curriculum Based Learning The Stack: 3 TB of permissively licensed source code

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.710002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f682a17-7150-45fc-9051-833a73554e07 · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning StarCoder: may the source be with you!

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.712701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c185e8a3-50dd-4a68-be16-61feff9a2d02 · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.715696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf0c2720-cf24-48a1-8f4f-1d6859cf80d7 · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.718433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b1044ae-2b09-4f48-8105-6b42561ff11a · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning StarCoder 2 and The Stack v2: The Next Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.721412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a127e0d4-eb13-4bcb-8591-6fbef8f79198 · outbound

This paper cites AI-Assisted SQL Authoring at Industry Scale.

Improving FIM Code Completions via Context & Curriculum Based Learning AI-Assisted SQL Authoring at Industry Scale

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.724956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ade9e0e-2e84-4d36-80e7-62763238904a · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.111949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2990f054-e50b-427d-bb4c-e58fb250ab58 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.735373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09eb39bc-7015-4fc3-b4b8-7d6ef747d8bc · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.089838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2132cf27-5356-431d-ab04-747385967855 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.081900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e31fe28-2260-4549-8f9d-a3d5091f6078 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.742678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d359c90-4d18-445a-92e4-1ed532ce24fd · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.068447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ee21f3b-0bab-4263-b778-65c9261844c2 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.060666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1cd0531f-160d-4978-9904-75ecf3831594 · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

Improving FIM Code Completions via Context & Curriculum Based Learning CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.751974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8392240-e548-4c7a-a9b5-8398fe554bce · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code Completion

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.754093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ed88db-ef67-416a-b30c-e1d9446cbbef · outbound

This paper cites Information Fusion 104 (2024), 102202.

Improving FIM Code Completions via Context & Curriculum Based Learning Information Fusion 104 (2024), 102202

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:30:02.052902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5eb93fe3-c58f-4724-a480-42200f1b4bf9 · outbound

This paper cites A Call for Clarity in Reporting BLEU Scores.

Improving FIM Code Completions via Context & Curriculum Based Learning A Call for Clarity in Reporting BLEU Scores

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.759240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e43789de-6438-4f4e-90e1-e525c921bd64 · outbound

This paper cites CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

Improving FIM Code Completions via Context & Curriculum Based Learning CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.761853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51162679-ab7f-422c-bdc6-f55a91212cd4 · outbound

This paper cites Stable Code Technical Report.

Improving FIM Code Completions via Context & Curriculum Based Learning Stable Code Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.756570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862f1c7a-0c2a-415b-aaa8-065a277ecd31 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.045088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4f5f6c13-4709-4e7f-bcad-9e8bc29ec68d · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning RepoFusion: Training Code Models to Understand Your Repository

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.770105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4f50ba-80c0-4e01-af3b-c099d80c2596 · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning Code Llama: Open Foundation Models for Code

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.765090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b790f27-3099-4c59-a302-f964adb84764 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.036521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e303694-96fb-4d88-9785-ade4a5e0bb8f · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

Improving FIM Code Completions via Context & Curriculum Based Learning CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.779340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0ddc36a-52e6-4575-9e25-2086761e5091 · outbound

This paper cites CodeGemma: Open Code Models Based on Gemma.

Improving FIM Code Completions via Context & Curriculum Based Learning CodeGemma: Open Code Models Based on Gemma

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.773212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54e80d86-d767-4785-82a8-5c4a7225b8c6 · outbound

This paper cites an unresolved cited work.

Improving FIM Code Completions via Context & Curriculum Based Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:30:02.026559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b52ef44-7ec7-4c01-b0b8-ab577cda080b · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.787760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b98d0c9-9316-4332-8c0a-e9977d4dd1cf · outbound

This paper cites Repoformer: Selective Retrieval for Repository-Level Code Completion.

Improving FIM Code Completions via Context & Curriculum Based Learning Repoformer: Selective Retrieval for Repository-Level Code Completion

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.782626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab6a974e-91b7-4ae3-91ea-336a17c8ab99 · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.790455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3bec0c8-6640-4bc6-bf18-d6f76641d4b4 · outbound

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

Improving FIM Code Completions via Context & Curriculum Based Learning SantaCoder: don't reach for the stars!

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T10:30:01.667093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcafcb65-84e4-486d-98ea-fab91fefffde · outbound

This paper cites International Journal of Computer Vision 132, 5 (2024), 1685–1700.

Improving FIM Code Completions via Context & Curriculum Based Learning International Journal of Computer Vision 132, 5 (2024), 1685–1700

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:30:02.103601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 10cc3d10-ecfb-46d3-963c-9e24079ecaa9 · inbound

In Line with Context: Repository-Level Code Generation via Context Inlining cites this paper.

In Line with Context: Repository-Level Code Generation via Context Inlining Improving FIM Code Completions via Context & Curriculum Based Learning

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-16T18:08:12.846765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.