Paper Citation Record · LEDGER

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.03223.

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

pith.paper-citation-record.v1
2607.03223 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T04:02:20.300577Z

measured 22 of 22 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

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ff3f752-e620-441e-83cd-c59a3c56c6d2 · outbound

This paper cites Metallaxis-fl: mutation-based fault localization,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Metallaxis-fl: mutation-based fault localization,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0a6b1f-fdb4-4829-a3e0-afa36a810aef · outbound

This paper cites Chapter six - mutation testing advances: An analysis and survey,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Chapter six - mutation testing advances: An analysis and survey,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21afa7aa-7523-43d6-be92-0a4e94f1baa6 · outbound

This paper cites Ammann and J.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Ammann and J

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5f5411-a8b8-40d2-a288-ecf7e4458fdd · outbound

This paper cites An experimental determination of sufficient mutant operators,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back An experimental determination of sufficient mutant operators,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c752c3-9baa-4204-9400-45e891c62bbf · outbound

This paper cites Time to clean your test objectives,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Time to clean your test objectives,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c276328d-9087-4f85-9d1e-f436d72b4454 · outbound

This paper cites How effective are mutation testing tools? an empirical analysis of java mutation testing tools with manual analysis and real faults,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back How effective are mutation testing tools? an empirical analysis of java mutation testing tools with manual analysis and real faults,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faeabad6-e04a-42e0-9df5-120c66596888 · outbound

This paper cites Mujava: an automated class mutation system,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Mujava: an automated class mutation system,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab75917e-d45e-4983-a3d7-cab24df291fa · outbound

This paper cites Assessing and improving the mutation testing practice of pit,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Assessing and improving the mutation testing practice of pit,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5afc2507-ad57-44e0-a131-f57a4b81c35f · outbound

This paper cites Pit: A practical mutation testing tool for java (demo),.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Pit: A practical mutation testing tool for java (demo),

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93977465-3ced-49dd-873b-f07bda589850 · outbound

This paper cites µbert: Mutation testing using pre- trained language models,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back µbert: Mutation testing using pre- trained language models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc2f399-bad5-42e5-847e-3557b7a2271f · outbound

This paper cites Efficient Mutation Testing via Pre-Trained Language Models.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Efficient Mutation Testing via Pre-Trained Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb0f671e-fc39-4f14-b8b1-bd0a19882836 · outbound

This paper cites Semantic bug seeding: A learning-based approach for creating realistic bugs,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Semantic bug seeding: A learning-based approach for creating realistic bugs,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7160eb32-f26a-4d78-9507-0afcdaed676d · outbound

This paper cites Ibir: Bug report driven fault injection,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Ibir: Bug report driven fault injection,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8632739f-6e99-464e-94f9-103eb681b8fa · outbound

This paper cites Intent-based mutation testing: From naturally written programming intents to mutants,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Intent-based mutation testing: From naturally written programming intents to mutants,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3ad947-3f24-4d65-94c6-4a7aba2e220a · outbound

This paper cites Unsupervised Evaluation of Code LLMs with Round-Trip Correctness.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c362185-971c-4cef-8ecf-931ff791cb91 · outbound

This paper cites A novel approach for automatic program repair using round-trip translation with large language models,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back A novel approach for automatic program repair using round-trip translation with large language models,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321263b8-7379-4f88-aebd-d8e218578cb0 · outbound

This paper cites Bugsinpy: a database of existing bugs in python programs to enable controlled testing and debugging studies,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Bugsinpy: a database of existing bugs in python programs to enable controlled testing and debugging studies,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd20fb39-2050-4004-b1cd-2418dc905f48 · outbound

This paper cites Employing second-order mutation for isolating first-order equivalent mutants,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Employing second-order mutation for isolating first-order equivalent mutants,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c27a43-6aa5-4d6c-b67b-76e5235dc864 · outbound

This paper cites Syntactic versus semantic similarity of artificial and real faults in mutation testing studies,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Syntactic versus semantic similarity of artificial and real faults in mutation testing studies,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1af9a50-e044-49e1-9975-ea321fc18386 · outbound

This paper cites On comparing mutation testing tools through learning- based mutant selection,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back On comparing mutation testing tools through learning- based mutant selection,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07edc22b-9e57-44ff-8d7c-b90f11c6e8ac · outbound

This paper cites Mutpy: Mutation testing tool for python 3.x code,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Mutpy: Mutation testing tool for python 3.x code,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b780ca3-57d4-4090-a1be-2944e7ecedc9 · outbound

This paper cites An empirical study on mutation, statement and branch coverage fault revelation that avoids the unreliable clean program assumption,.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back An empirical study on mutation, statement and branch coverage fault revelation that avoids the unreliable clean program assumption,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.