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Paper Citation Record · LEDGER

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages

As of 13 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2411.15368.

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

pith.paper-citation-record.v1
2411.15368 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:25:06.969716Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

60 of 60 outbound references displayed

  • verified exact3
  • verified fuzzy50
  • unresolved3
  • parse uncertain4
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c1fbe2df-3bc2-4a4c-bba2-3e1afd180df4 · outbound

This paper cites McConnell, Code complete - A practical handbook of software construction, 2nd Edition.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages McConnell, Code complete - A practical handbook of software construction, 2nd Edition

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 1184820f-fff4-4924-b07d-883b1f906b75 · outbound

This paper cites How many of all bugs do we find? A study of static bug detectors,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages How many of all bugs do we find? A study of static bug detectors,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.874393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 82cbcef5-b3f1-46b5-aaf9-77e92b5769b7 · outbound

This paper cites An empirical study on the correctness of formally verified distributed systems,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages An empirical study on the correctness of formally verified distributed systems,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.858636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation cf45d2f2-c7da-4b64-a90c-4d3c0c6634ce · outbound

This paper cites On the presence and causes of lingering defects in software: An industrial study of lingering defects,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages On the presence and causes of lingering defects in software: An industrial study of lingering defects,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.843716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.736042Z digest=sha256:eea7ee1276153d85cdcab960a1674e5cf5d6ae1bfe1021a76497b836fee6a372

Observation a8f241bd-858a-43e8-8658-cd63b3f104a8 · outbound

This paper cites Software bug contributed to blackout,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Software bug contributed to blackout,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.829221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.740597Z digest=sha256:429cc4d9f7991a5a66ceda114ae981954ea9cc85600f98c966199edbf6c2c598

Observation 4ddf8259-ea1d-484c-8cdf-0bded166ab4a · outbound

This paper cites The real cost of software errors,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages The real cost of software errors,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.815927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.744826Z digest=sha256:312994ee2003b9539a68ce156e5740a0816357a3edf6211887789ea05601f358

Observation d003ec0b-24b6-4f55-90c8-31ab9e5ed775 · outbound

This paper cites A large-scale study of programming languages and code quality in GitHub,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages A large-scale study of programming languages and code quality in GitHub,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.801827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.750119Z digest=sha256:63f32d3d7705a1587ee90c54e30d850ca5ba7d4ed29920e80855292d4421c9df

Observation b4563a7d-0d4b-4e04-9bd3-853d757f7e2b · outbound

This paper cites To type or not to type: Quantifying detectable bugs in JavaScript,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages To type or not to type: Quantifying detectable bugs in JavaScript,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.787612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 84c74696-17ed-4467-acf9-bd3573ed2bc5 · outbound

This paper cites An empirical study of type-related defects in Python projects,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages An empirical study of type-related defects in Python projects,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.773128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.760515Z digest=sha256:cf5e55e1db43e4b219df95e5d31895760da2da2f4247d61ea77df2ededd5ffe0

Observation bd84bd91-f776-41f8-a11f-2b8c5c9a6efa · outbound

This paper cites Building useful program analysis tools using an extensible Java compiler,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Building useful program analysis tools using an extensible Java compiler,

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.764887Z digest=sha256:65f0940d1016c1d8b0915e0ab94f859db139fd6bcb7213263fda1a0c7abc1e84

Observation c490b608-f412-447e-aa61-96c13b59942e · outbound

This paper cites Moving fast with software verification,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Moving fast with software verification,

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 693a8e9a-c409-405c-9bea-4a5cd26804c2 · outbound

This paper cites Finding bugs is easy,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Finding bugs is easy,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.696665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.780904Z digest=sha256:0934599909f93183c028bd2433df43aab5fd2d6939a512a4116fa5eb25ec6a45

Observation caef8829-f1d1-4ca7-bf75-764aab45b46e · outbound

This paper cites Neural Bug Finding: A Study of Opportunities and Challenges.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Neural Bug Finding: A Study of Opportunities and Challenges

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T14:25:06.784938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d28d908d-4f6b-4c4d-a8ac-7fb7a156d5af · outbound

This paper cites Learning to repre- sent programs with graphs,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Learning to repre- sent programs with graphs,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.682156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.789381Z digest=sha256:50cadfe939a03220f9be6362b691d0b6efc8433cc56e7d5cabcb1c736376071e

Observation d28c177b-dc7b-43af-94e7-a64b1e1f75a0 · outbound

This paper cites Probing pretrained models of source codes,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Probing pretrained models of source codes,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.667348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.793309Z digest=sha256:897f223c8a23cb1e5de805aa2343364601108d74d2b6e1b768807671176cef31

Observation f777d1ac-daff-4bea-ae51-35e11b19cb7d · outbound

This paper cites Neural program repair by jointly learning to localize and repair,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Neural program repair by jointly learning to localize and repair,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0dcb43ff-2545-4b81-b321-3ef3ea1b589c · outbound

This paper cites Learning and evaluating contextual embedding of source code,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Learning and evaluating contextual embedding of source code,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 043e27c4-afda-4047-8520-958c7b161ffe · outbound

This paper cites Global relational models of source code,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Global relational models of source code,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.624954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5e8186eb-7c67-4658-b1b6-f13e87d3f681 · outbound

This paper cites The evolution of type annotations in Python: An empirical study,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages The evolution of type annotations in Python: An empirical study,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.610797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.808861Z digest=sha256:b9b686cc50826234e9806b71f712ad3698556f89313565a8c7311bbcedee8fbd

Observation a8702627-7281-4929-924a-aec7b12aad8b · outbound

This paper cites Gated graph sequence neural networks,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Gated graph sequence neural networks,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.595972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.812504Z digest=sha256:bf753c4cf03fe590b6f77c1c1a5a5d9989cb95d457fcdb36b020aa4a523a7a1a

Observation fe9c14a6-8cf5-404d-9145-a7ec1e9f5da7 · outbound

This paper cites CodeBERT: A pre-trained model for programming and natural languages,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages CodeBERT: A pre-trained model for programming and natural languages,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.581168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.816368Z digest=sha256:686849e638ca5de1362238b9ab613af11c9b9d8eef51c8e0274c01c036ecd02c

Observation 2c1e33d4-c756-4e44-9625-8d144e7de5a5 · outbound

This paper cites GraphCodeBERT: Pre-training code representations with data flow,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages GraphCodeBERT: Pre-training code representations with data flow,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.567477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.820616Z digest=sha256:835e2a2e659291568b791723d81dd027a447bf9514949e0fa396c5a1b40be5f6

Observation 683b2e15-b2f1-41c6-b398-a1707034654a · outbound

This paper cites UniXcoder: Unified cross-modal pre-training for code representation,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages UniXcoder: Unified cross-modal pre-training for code representation,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.554186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.824547Z digest=sha256:535929afbe1b1f0f696f56dbf42c924d21765ff583d19673cf8f0e29cdabc9f3

Observation ea26d68a-1c64-488b-ac75-f04a7e649953 · outbound

This paper cites Understanding neural code intelligence through program simplification,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Understanding neural code intelligence through program simplification,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.539075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.828585Z digest=sha256:b06b3e4e8e1e79b9932fc54026f1f68e26022035f703aa26f20372ed3f4d20e6

Observation fef3ec28-df26-49f3-8763-d0fa5449aaf1 · outbound

This paper cites How to train your neural bug detector: Artificial vs real bugs,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages How to train your neural bug detector: Artificial vs real bugs,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.524202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.832769Z digest=sha256:43511d44253ea31fcc3b07ed64eb820f2b8e58f85064bb375679020277a85823

Observation 432de2c6-1cb5-420b-9827-f067867fc976 · outbound

This paper cites Learning to fix build errors with Graph2Diff neural networks,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Learning to fix build errors with Graph2Diff neural networks,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.509764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.837187Z digest=sha256:d8b9c0c85684b8fd608056810fc417125ba0806810faa2ebcdc14da430c746ea

Observation b27f1422-a47c-44fe-aeda-ec9e61e07c41 · outbound

This paper cites How often do single-statement bugs occur?: The ManySStuBs4J dataset,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages How often do single-statement bugs occur?: The ManySStuBs4J dataset,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.480787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.845752Z digest=sha256:59709862aa7330bb6a9584714da2ec8792ca718000b921b6c073913c7be794c4

Observation 69144731-867e-4b75-8cc6-0a844263905f · outbound

This paper cites Graph neural networks in program analysis,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Graph neural networks in program analysis,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.464140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.849934Z digest=sha256:fcf3d62447bbe1fb727e72d78196b6e818c23f3ea23ce6ca9688f60bbd36189b

Observation 763218b0-e2a5-4ff9-a3fd-38e46f1a52f5 · outbound

This paper cites Paper artifacts.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Paper artifacts

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.449053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.854211Z digest=sha256:0cc55363f7d83e4a3d21c784c5d8dd784fc077e5c6d65be8e2863ed64b54422d

Observation fc63e7bc-1815-402b-94b8-ecdeffd217a4 · outbound

This paper cites Python 3 types in the wild: a tale of two type systems,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Python 3 types in the wild: a tale of two type systems,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.433053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.859599Z digest=sha256:92cc1c9d95418b94c427152beebedc7536404395b3d08c7b342aafcd35e5fcc6

Observation ec5bbea3-8896-4ade-a39c-73bf113ebd15 · outbound

This paper cites Pep 484 – type hints.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Pep 484 – type hints

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.405142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.867621Z digest=sha256:f65f5be486d38f3f3c18cf1265ae4334cbb7a0ee3eafd4e079784fe93f63ef21

Observation a9412e4f-5191-46b4-b33b-b4066abfb40a · outbound

This paper cites mypy - optional static typing for Python.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages mypy - optional static typing for Python

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.391147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.872265Z digest=sha256:564af4182511c1a602589ff7838df4dd7ac7806004a7d93c2bfcb3a6d9a110d5

Observation dbb4a6fd-fe15-42ba-a6a1-c28eab14c3f3 · outbound

This paper cites Gradual typing for objects,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Gradual typing for objects,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.377330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.876975Z digest=sha256:bc60f8741c43d5973bf4b86c26816ff8cb46ca058616a9cd4b6a9425d6fa8e4c

Observation 12ce07eb-1f35-4864-b2ea-69e1623dd0f8 · outbound

This paper cites an unresolved cited work.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Unresolved cited work

Reference 34

Resolution
parse uncertain
raw_fallback, observed 2026-08-12T14:25:07.419213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.863819Z digest=sha256:6bdad407c3bb181a71935df79a45b992e2710da28fc4c234caf7f6f11f56a667

Observation ab3a9092-4abe-46e1-969e-2285d1e39d67 · outbound

This paper cites Deep learning type inference,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Deep learning type inference,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.344521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.885307Z digest=sha256:62c1fc95813d9d1efe113e66c431903de4b5bc434c6cb74b718dd019f7d47143

Observation 6851daac-f252-44b7-8222-faf13099663f · outbound

This paper cites Typilus: Neural type hints,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Typilus: Neural type hints,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.329705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.889243Z digest=sha256:3519a116c650353ecf1aa63c552884f3e8f33c896053e9373862ddc94e09ff0c

Observation 2a4a71c9-c571-45b7-946f-17aec4ae456d · outbound

This paper cites Attention is all you need,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Attention is all you need,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T14:25:06.893454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:25:06.893454Z digest=sha256:3decb7ae5c64bce5267ebcba89a33c737b3a637b3fdb5795522b3fd30c691849

Observation 40d42e43-d1e8-48b4-915f-323e12ada776 · outbound

This paper cites pytype - a static type analyzer for Python code.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages pytype - a static type analyzer for Python code

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.361080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.881173Z digest=sha256:aeebdd27e90885d60cdfcb2e7c4522d76b5110ff48fa8ab43139d6a32cae1f98

Observation a0efa5ba-a4b9-4840-aa23-61aacd2fa8b9 · outbound

This paper cites Semi-supervised classification with graph convolutional networks,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Semi-supervised classification with graph convolutional networks,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.291075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.900782Z digest=sha256:209c42c14f4b05933771a1b2bb72c0226388741aa267c0ec283d81ef2763d5e7

Observation d49d864b-9045-4421-b47a-3c91bc7afa87 · outbound

This paper cites On the properties of neural machine translation: Encoder-decoder approaches,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages On the properties of neural machine translation: Encoder-decoder approaches,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.276494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.904514Z digest=sha256:e2d606fa77d8c60d17d00cde470023c033e0e94c018005155282f2e91b46967e

Observation 2e7df2c4-a21b-49f9-a0cc-3f6237e62c86 · outbound

This paper cites On distribution shift in learning-based bug detectors,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages On distribution shift in learning-based bug detectors,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.261601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.908047Z digest=sha256:a97ce02c9394c4ab6679976ef14b865119c994b618fdd286c90f66e77da18600

Observation ed0bf294-98fb-42de-a586-1c7eb2e58b72 · outbound

This paper cites A survey of transformers,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages A survey of transformers,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.305264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.897259Z digest=sha256:91d5e780791d5539f3397aabffeb011b35a9942dc2725f321853a5c05124c311

Observation 1773a4a5-6b30-4803-bf83-50ffc09fc702 · outbound

This paper cites How well static type checkers work with gradual typing? a case study on python,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages How well static type checkers work with gradual typing? a case study on python,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.232354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.916029Z digest=sha256:a8f75c437b4818cd6f22b5994f0ca2a4c89b50260eac9603610bacae9ac4b802

Observation a5205d09-c7c6-4b7a-bd1e-b4a36741270a · outbound

This paper cites A probabilistic interpretation of precision, recall and F-score, with implication for evaluation,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages A probabilistic interpretation of precision, recall and F-score, with implication for evaluation,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.218622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.920160Z digest=sha256:943f4b4f7283b75f2aa2ba0d6aec7cb55b02d2b99d632bfd267d40f68e3991dd

Observation 1e394c11-6e7d-43a6-979a-68fa720dbbf6 · outbound

This paper cites Deep learning based identification of suspicious return statements,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Deep learning based identification of suspicious return statements,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.204548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.924366Z digest=sha256:75cb20e69c2dbfea106fd2ee673d4e730dfd3343a16eead58f6775ae0a2ad200

Observation 34a4548d-d07f-488f-977a-15bc3557c5f2 · outbound

This paper cites Self-supervised bug detection and repair,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Self-supervised bug detection and repair,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.246435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.911760Z digest=sha256:d2a674e88a0d945b1da56ede7003d9ade8f707e602d0968166e4e147943f231a

Observation 7e9550e5-f4b3-4751-9686-fa99bc2fac3c · outbound

This paper cites Learning realistic mutations: Bug creation for neural bug detectors,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Learning realistic mutations: Bug creation for neural bug detectors,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.188797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.933975Z digest=sha256:916cbe15ce5ef9ab5c2535052021e39c81a0f7352316e7498734f926eec1b24e

Observation cfdabf46-41f2-4998-87bb-4cc398f32a94 · outbound

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

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Semantic bug seeding: A learning-based approach for creating realistic bugs,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.156986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.941284Z digest=sha256:467ace3e52f28ba452ca6d72fb5dd197631fa39afa200c870d0db1359d69b6ff

Observation 99ccda45-4398-4909-8a45-76966710921d · outbound

This paper cites Graph-based, self-supervised program repair from diagnostic feedback,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Graph-based, self-supervised program repair from diagnostic feedback,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.141576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.945223Z digest=sha256:0d3fea79294e3169421468821f606f8f66a5caa60ff64ca6c238793b18c74245

Observation d4c918d9-ba55-4cc4-9fca-d4826deb2789 · outbound

This paper cites Learning Defect Prediction from Unrealistic Data.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Learning Defect Prediction from Unrealistic Data

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:25:07.052882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.929541Z digest=sha256:1bd75734697c4f7bf338d51eae22642116e6cbc4b7e14948037fbdd66e0908a4

Observation 75eefdfc-079f-4830-8940-b51ada2f7555 · outbound

This paper cites Type Prediction With Program Decomposition and Fill-in-the-Type Training.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Type Prediction With Program Decomposition and Fill-in-the-Type Training

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:25:07.030783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.953258Z digest=sha256:c47cb5f9ccfebc577e0eb38ae920156c47eb0d7fcbb41a2302cba9e8d11ef055

Observation 931f8a37-5fc4-438d-9370-fb2b87903d60 · outbound

This paper cites Do machine learning models produce TypeScript types that type check?.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Do machine learning models produce TypeScript types that type check?

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.112631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.957395Z digest=sha256:a22fe57d422b78ce04b72e2a3baf9e7b3f9ca55add685e2c36f3b6e0b84cb676

Observation 58714f0d-ea37-4357-9008-3796fc7c062d · outbound

This paper cites Typewriter: Neural type prediction with search-based validation,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Typewriter: Neural type prediction with search-based validation,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.098807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.961371Z digest=sha256:5db2017327d7a8a168a289f921de394dc914765e9aaabe1abba5614edd96783d

Observation 0cbca44b-032f-4064-93e3-9d7509ac9c77 · outbound

This paper cites TypeT5: Seq2seq type inference using static analysis,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages TypeT5: Seq2seq type inference using static analysis,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.084054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.965291Z digest=sha256:acc974618075e68087eb9b16f48a6c734aa192fe64794299bcca13f26a58ad1a

Observation b82b8bcd-b3a7-407c-90b9-06c948e7123e · outbound

This paper cites SelfAPR: Self-supervised program repair with test execution diagnostics,.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages SelfAPR: Self-supervised program repair with test execution diagnostics,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:25:07.126619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.949279Z digest=sha256:33f568fdb212bd09943b716da6b2babca70c6e89b443b7e28af4a4a4d92c65ce

Observation 28e9080a-47ef-4103-b88c-01484d21d7c8 · outbound

This paper cites OptTyper: Probabilistic Type Inference by Optimising Logical and Natural Constraints.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages OptTyper: Probabilistic Type Inference by Optimising Logical and Natural Constraints

Reference 60

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:25:07.009564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.969716Z digest=sha256:68dd8702a2893f73976d41ce3a95720f404ebf7f8b59e0922e25a1f7576763ca

Observation 361dcb4d-e575-44c6-8b4c-6e73f066f104 · outbound

This paper cites an unresolved cited work.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Unresolved cited work

Reference 2012

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:25:07.742467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.769217Z digest=sha256:71910cbc9609839195318274696d6fc9d7445a19fbe3521d80b48cb952658da6

Observation ec649d33-7624-49c0-8ee1-f43a6b3f98cf · outbound

This paper cites an unresolved cited work.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Unresolved cited work

Reference 2020

Resolution
parse uncertain
raw_fallback, observed 2026-08-12T14:25:07.495472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.841595Z digest=sha256:f5556400fcdc42a10b587a1643daec91fd9491198b18bed83f6795af65931b9c

Observation 745da929-d8f0-433d-a06e-56d39a37cd37 · outbound

This paper cites an unresolved cited work.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Unresolved cited work

Reference 2022

Resolution
parse uncertain
raw_fallback, observed 2026-08-12T14:25:07.173735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.937729Z digest=sha256:7105e75e5da13194935a874155f986acd7c6e43f359cb49d041df23f4c891f04

Observation 1cfde6b9-6785-4828-b881-6e2319fd5f3d · outbound

This paper cites an unresolved cited work.

The Power of Types: Exploring the Impact of Type Checking on Neural Bug Detection in Dynamically Typed Languages Unresolved cited work

Reference 9058

Resolution
parse uncertain
raw_fallback, observed 2026-08-12T14:25:07.710661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:25:06.776850Z digest=sha256:ebcea3ad3c3114e9cf131a3ee37d716b4c7b2151b42437b1e6e2ac52e9fd9241

Pith citing papers

No inbound Pith citation observations are available.