Paper Citation Record · LEDGER

RAILS: Retrieval-Augmented Intelligence for Learning Software Development

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.22742.

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

pith.paper-citation-record.v1
2506.22742 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:04:05.650998Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

20 of 20 outbound references displayed

verified exact1
verified fuzzy13
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6515db20-be95-4d62-ab76-9a553d758047 · outbound

This paper cites Zs4c: Zero-shot synthesis of compilable code for incomplete code snippets using llms,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Zs4c: Zero-shot synthesis of compilable code for incomplete code snippets using llms,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:09.052724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d41b95b2-22ba-40e2-9bea-3179eb848295 · outbound

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

RAILS: Retrieval-Augmented Intelligence for Learning Software Development CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:04.347498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 919678dc-bd26-42da-b0ef-3f66f0548105 · outbound

This paper cites Analyzing and supporting adaptation of online code examples,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Analyzing and supporting adaptation of online code examples,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:08.857171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a695346-3e09-4039-a8c2-7d0d89466b2c · outbound

This paper cites DocPrompting: Generating Code by Retrieving the Docs.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development DocPrompting: Generating Code by Retrieving the Docs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:04.487700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76bfb88d-a573-4b5b-86cd-f6a31746949e · outbound

This paper cites A study of c/c++ code weaknesses on stack overflow,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development A study of c/c++ code weaknesses on stack overflow,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:08.722744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae1a97e3-5b3f-4463-af76-d1f415f054af · outbound

This paper cites What do developers search for on the web?.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development What do developers search for on the web?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:08.442571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 92f0e588-2ff9-425a-8d61-dcb0ffe6ff6b · outbound

This paper cites Statistical learning of api fully qualified names in code snippets of online forums. in 2018 ieee/acm 40th international conference on software engineering (icse),.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Statistical learning of api fully qualified names in code snippets of online forums. in 2018 ieee/acm 40th international conference on software engineering (icse),

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:08.156929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ffc2ce60-52d4-4866-ad49-f527797c2084 · outbound

This paper cites Faiss: A library for efficient similarity search and clustering of dense vectors,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Faiss: A library for efficient similarity search and clustering of dense vectors,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:07.922031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f180ba40-6113-474d-b9de-d4e6ffb3eefb · outbound

This paper cites (2023) The java™ tutorials: Packages and import statements.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development (2023) The java™ tutorials: Packages and import statements

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:07.670102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8628278e-6514-482a-aec1-5691a54b6626 · outbound

This paper cites Retrieval- augmented reinforcement learning,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Retrieval- augmented reinforcement learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:07.401149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2475ef27-057b-4745-bb36-2bb03f7a637a · outbound

This paper cites Rethinking software engineering in the era of foundation models: A curated catalogue of challenges in the development of trustworthy fmware,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Rethinking software engineering in the era of foundation models: A curated catalogue of challenges in the development of trustworthy fmware,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:07.089959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0420a77-26e5-4020-8334-95e8aebce313 · outbound

This paper cites Deep code search,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Deep code search,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:06.795422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4988dce1-0097-4c2b-b895-fb597322cf0c · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:05.138133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6c06ce-24f4-4142-9437-0e89fdb880fc · outbound

This paper cites Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:05.177465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b13a8c-4bbb-414e-a92d-54acd9ec1a5d · outbound

This paper cites STEAM: Simulating the InTeractive BEhavior of ProgrAMmers for Automatic Bug Fixing.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development STEAM: Simulating the InTeractive BEhavior of ProgrAMmers for Automatic Bug Fixing

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:04:05.911407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48c88677-85ad-4f23-8661-4dda3e28a497 · outbound

This paper cites Large language models are human-level prompt engineers,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Large language models are human-level prompt engineers,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:06.498117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c86a2100-42b6-4267-89d0-222ec13f9e72 · outbound

This paper cites Learning from ex- amples to find fully qualified names of api elements in code snippets,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Learning from ex- amples to find fully qualified names of api elements in code snippets,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:06.302301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50d1d54f-588f-452f-a3aa-46caa54af9dc · outbound

This paper cites an unresolved cited work.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:06.113832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9350047-ce9f-4784-b388-693cb75a8b0b · outbound

This paper cites Pinecone and weaviate as tools for vector retrieval,.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development Pinecone and weaviate as tools for vector retrieval,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:06.087013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9042ddc-7027-424a-9e3a-ca490e83a41c · outbound

This paper cites LLM Inference Unveiled: Survey and Roofline Model Insights.

RAILS: Retrieval-Augmented Intelligence for Learning Software Development LLM Inference Unveiled: Survey and Roofline Model Insights

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:05.650998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.