Paper Citation Record · LEDGER

Alignment with Fill-In-the-Middle for Enhancing Code Generation

As of 18 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2508.19532.

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

pith.paper-citation-record.v1
2508.19532 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:54:20.374663Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37f8a033-26cb-42be-8ebb-17105bb39ac6 · outbound

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

Alignment with Fill-In-the-Middle for Enhancing Code Generation StarCoder 2 and The Stack v2: The Next Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.347042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06688ae0-015d-4b01-b6a9-488c09ba09bc · outbound

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

Alignment with Fill-In-the-Middle for Enhancing Code Generation Code Llama: Open Foundation Models for Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.363737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2496785-59fd-4968-9dc2-bc684479707a · outbound

This paper cites InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct.

Alignment with Fill-In-the-Middle for Enhancing Code Generation InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.369648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ecf859-5ea8-4942-aaa4-d01822b351e2 · outbound

This paper cites Qwen2.5 Technical Report.

Alignment with Fill-In-the-Middle for Enhancing Code Generation Qwen2.5 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.374663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5411b33f-bb9b-4474-8be3-fac3cfdfe87e · outbound

This paper cites ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation.

Alignment with Fill-In-the-Middle for Enhancing Code Generation ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation

Reference 459

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.357679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f755ec-653d-4aec-ae1b-d63ac4f84676 · outbound

This paper cites Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs.

Alignment with Fill-In-the-Middle for Enhancing Code Generation Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Reference 626

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.341720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 110f58f5-75f0-4fdc-a5e9-7d74ed6f9498 · outbound

This paper cites an unresolved cited work.

Alignment with Fill-In-the-Middle for Enhancing Code Generation Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:54:20.519007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a6e4c9f-ddde-4d6d-8175-ee7154a0f25d · outbound

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

Alignment with Fill-In-the-Middle for Enhancing Code Generation DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T16:54:20.335161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.