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Paper Citation Record · LEDGER

How Reasoning Shapes Social Bias in LLM-Generated Code?

As of 16 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.06829.

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

pith.paper-citation-record.v1
2608.06829 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:08:02.112979Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved61
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9c580a7-31fb-4548-bd67-9a41c974624d · outbound

This paper cites https://www.bls.gov/cps/.

How Reasoning Shapes Social Bias in LLM-Generated Code? https://www.bls.gov/cps/

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:08:03.458842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.733079Z digest=sha256:dcf4b1d0d451b2994c1cb3e5ad172ff2c2ea573f91cd8dc8245eeaa08fdc9224

Observation be6968cb-fe9a-44a7-bef7-bbb90f6f3866 · outbound

This paper cites https://nces.ed.gov/programs/digest/d22/.

How Reasoning Shapes Social Bias in LLM-Generated Code? https://nces.ed.gov/programs/digest/d22/

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:08:03.441270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.739438Z digest=sha256:1eb849ee7578b666c89fc2011b5a5fd5b68d15c2b675ae5b9428c21b903565f1

Observation 73c4832f-d9ec-4b51-8884-c2f960c74764 · outbound

This paper cites Phi-4-reasoning Technical Report.

How Reasoning Shapes Social Bias in LLM-Generated Code? Phi-4-reasoning Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.745408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.745408Z digest=sha256:d3728476fee5ce8d45c2e98563f4519fbb37c8c02c75bc264e503d84904bf6d1

Observation 18ec23f6-220c-4f99-9290-e758cbc6c033 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.421888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.750905Z digest=sha256:cc3d089e1e54135a3cedd00a8335651d4807ed20486bcd6e2eb93f534235038f

Observation d4fca7b2-ef34-4991-9599-c8db28855157 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.401970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.757008Z digest=sha256:bdc9f34b32f18d709a79cbf677f2ca9852ab00722f00d6893528c4db13db6740

Observation 1f8a4542-cc1d-4ed8-95d3-cfe1ed20aa00 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.762805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.762805Z digest=sha256:6a44cb67782cffdde8ea745aa87e2881abbe4bd3d352e58e0d5b783674fbf42b

Observation 28d738fc-6349-4ec6-bd0b-97d97fb84fa6 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.770933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.770933Z digest=sha256:aadece9650bc4b3ee2acfe7a25f2fd0dbb3669333b3f7b07ef48946a605cf8db

Observation a0ab81b8-7ad6-4703-8109-7ec88fee1e57 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.776310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.776310Z digest=sha256:87347760128733af1e8149eb1197373e83dfc58ed5b3ea7c44792982fd9121f5

Observation 8fe1b210-db80-4b5b-b476-b9746384e76e · outbound

This paper cites FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks.

How Reasoning Shapes Social Bias in LLM-Generated Code? FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.782606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.782606Z digest=sha256:596200e6313e9918671e17bac3b8f0e94d6a5dc73b5c0e043a868878dd3ec063

Observation 189327fa-d410-4978-ad8e-c09aecb2c9a2 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.352044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.790805Z digest=sha256:5888938f378e0dd7570bf9a87513be56b2c3192070ab991885a15dc87cf38715

Observation 1f6adce4-3ea7-4710-bc95-cb856d2ab34c · outbound

This paper cites Mitigating Gender Bias in Machine Translation through Adversarial Learning.

How Reasoning Shapes Social Bias in LLM-Generated Code? Mitigating Gender Bias in Machine Translation through Adversarial Learning

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:08:02.595205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.798164Z digest=sha256:d46a6cde41e70fc77a47014df63080ab8b86ca0a9cef94fe39b7f13528650cf5

Observation f2d570d4-4904-4a99-bc35-e774feb7662f · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.804337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.804337Z digest=sha256:135dea565fa955eee5c8aa255a0f594a96fe0fdf330a7c04e029806d85e5046c

Observation df9a8ada-d011-47e8-8c41-5d44b1154eec · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.318512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.810456Z digest=sha256:ec5133254410b4a4fd930c013eb0b2d070fc245631c75631c13ded78a966bfef

Observation bd11858c-6cb4-4796-96ce-f71483c4af36 · outbound

This paper cites The Llama 3 Herd of Models.

How Reasoning Shapes Social Bias in LLM-Generated Code? The Llama 3 Herd of Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.815539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.815539Z digest=sha256:7d00f944fedf30de6478944273895c3f37f07f2ab54e4e544d556ead08b06402

Observation 0c6491c9-fa7f-4643-a542-fe8186640da5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

How Reasoning Shapes Social Bias in LLM-Generated Code? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.822409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.822409Z digest=sha256:2e9d162f5944c2b6d86b0dbbfc30cd6b17ea21fd5cce6a85b3dc7c1aee3adafb

Observation 75f228e2-b890-41a9-bd0c-805752cc5ade · outbound

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

How Reasoning Shapes Social Bias in LLM-Generated Code? DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.827419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.827419Z digest=sha256:e657f911e5cf491deb39a9fe3db931e15552e3d46c54baf2e7d31a236f5e651e

Observation 2a13aafe-3206-4207-ada8-9d8159c538d6 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.832648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.832648Z digest=sha256:52d0b7a5ce77923ba1cc2e0945df1dc846beb1605ffc39a7cad880802d7526ae

Observation 535a60e0-65c2-4412-addd-674e1cf54492 · outbound

This paper cites Zhang, Qingwen Bu, Xiaofei Xie, Junjie Chen, and Heming Cui.

How Reasoning Shapes Social Bias in LLM-Generated Code? Zhang, Qingwen Bu, Xiaofei Xie, Junjie Chen, and Heming Cui

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.837535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.837535Z digest=sha256:d0924c75890a55144112aaf841491fc62996ca9f9ec2c03987b3a5a9db061adc

Observation 542c5479-9a17-4e92-bb80-a6e2fe7fa155 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 19

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unresolved
no resolver link, observed 2026-08-10T20:08:01.843051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.843051Z digest=sha256:1e6a0d6c5715892a7bf51899918a15c253db10f210b27ba4e27ce809d80d48a7

Observation 5598d994-e404-4090-8a74-0062ce6ce6fe · outbound

This paper cites Qwen2.5-Coder Technical Report.

How Reasoning Shapes Social Bias in LLM-Generated Code? Qwen2.5-Coder Technical Report

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.847919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.847919Z digest=sha256:5d2fbf068b4ff8766b9aac45c8a43d563f2bb55605e9acf5149b9e2146437525

Observation 98356f0c-3792-4a4c-8883-32292fc91970 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.262852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.853903Z digest=sha256:23887f7f837a62993824d13a7c2e3bdc88b40c6837c7ab39e27ea919d465e477

Observation 8d80fe71-8411-4aee-9556-a5354c202bdd · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 22

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unresolved
no resolver link, observed 2026-08-10T20:08:01.858871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.858871Z digest=sha256:9dea48a2a6db1fdaa96792c9fd2ae4626fa4448c6259dc04064c87456a6e894b

Observation c9099334-bced-4b66-87cd-e49a195c1192 · outbound

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

How Reasoning Shapes Social Bias in LLM-Generated Code? SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.864299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.864299Z digest=sha256:bcc2fbb1f938dea2a1238665f8041def0b4b76deaa434eb1eab6909677a61ce6

Observation 6182a82d-7a5a-4218-87a6-1a6d6a44c8dc · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-10T20:08:01.871614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.871614Z digest=sha256:fbcd09edb45ca11df21953ecaf703f662984cd4c2ddcf4ef83906907a3b8350b

Observation cbcc04e0-6094-44c0-be67-b63f8faff038 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.219976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.877108Z digest=sha256:47294ec7175d413bce465182850b1ba1487d1870aedc1bb6f30e696b704dc302

Observation bbded47d-bd67-42d9-bd1e-97a3523a0254 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.198806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.882589Z digest=sha256:37b40ca944872f0797c20ab93be1f3103be7707132828208908427dc4609ab25

Observation 8804b557-18b5-4118-8739-8341fb83ed07 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 27

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unresolved
no resolver link, observed 2026-08-10T20:08:01.887859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.887859Z digest=sha256:070f85032b75a5e4d9ae9c98b977b1eec8f1d3c54c89a42278a429859570a1cd

Observation d52cde71-73e9-4767-a21c-e62c8f529b63 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.042196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.892537Z digest=sha256:cb00c952a9959ce4723bb3c43f3558f0f89c15bfb3c1281b51dc5554fa95de85

Observation 05987d89-1c44-48a2-be86-3f8ee9919340 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:03.025571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.897425Z digest=sha256:b0a04c0e0df1f494dc34c70bf0f76068e9a888451d6549f9d3a019c6bded1b76

Observation 451c43d0-279b-42fd-8044-992e849851c1 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.902722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.902722Z digest=sha256:261fd6afdf01fb855903705e8030c6320342453194d7b93706aecd98452d1db8

Observation b1950779-70f3-49da-9366-a0f0e3597dff · outbound

This paper cites NEAT: Neuron-Based Early Exit for Large Reasoning Models.

How Reasoning Shapes Social Bias in LLM-Generated Code? NEAT: Neuron-Based Early Exit for Large Reasoning Models

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.907916Z digest=sha256:cc3d458858b965f711f96ca233c59bea45a2f3b0bc6a73d48937cecc3e67bd93

Observation f353d174-24e9-4390-92ff-e0e1011bad59 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.999024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.914671Z digest=sha256:127c0986a39736faf8bad35487adf1fe883386c482d1ca4dc93ddbddc5891962

Observation 9107c4b0-63f7-4504-94da-61e08a877cdf · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.920730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.920730Z digest=sha256:08772e457a1d521e8ccb98d0377df90cde097b687537a02ccd73caca60a2f0eb

Observation 590aa906-bf52-4cb5-81aa-1fb8f35723ea · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.925513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.925513Z digest=sha256:fcc9b73367d0f4750c93996c51f6902d441f197a409019878b3f148e4bd89049

Observation 931622ba-d0ea-4080-90ea-a8b1732d9f8f · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.957797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.930974Z digest=sha256:d01818feaba1cc2b7a351172d777e7b22ac252da00bb5dc4f554eec83bfa5082

Observation 61c4757a-c35e-49a9-9023-504491482551 · outbound

This paper cites A Simple, Yet Effective Approach to Finding Biases in Code Generation.

How Reasoning Shapes Social Bias in LLM-Generated Code? A Simple, Yet Effective Approach to Finding Biases in Code Generation

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.936699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.936699Z digest=sha256:4f720433a8b1b32fc516639532b79182249817a968c9681a89c686895fe57611

Observation 16d617a2-4c9d-4eb8-b77a-c6365bed83e5 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

How Reasoning Shapes Social Bias in LLM-Generated Code? The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 37

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no resolver link, observed 2026-08-10T20:08:01.942347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.942347Z digest=sha256:e82c910c4dbc302fdd1fc40311e087d90c3102b3d21dcf9b19471b23dd8b3f6c

Observation a7df3cf9-8ada-4978-8b0a-50e70469c9a6 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.941664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.948614Z digest=sha256:78e90ab272157b042158b18d9f6d6457cfffaa85c5f547820d3189e923d1f2ac

Observation 8c91e33d-e47c-485d-b9d2-026ee6e8bc0b · outbound

This paper cites Mitigating Gender Bias in Code Large Language Models via Model Editing.

How Reasoning Shapes Social Bias in LLM-Generated Code? Mitigating Gender Bias in Code Large Language Models via Model Editing

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.955581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.955581Z digest=sha256:25cabc5d635cf2c488c08807b67b572c527d7ed83b9e4a66e50fa5fc4461d917

Observation 63175634-580c-4126-a434-751556b0f472 · outbound

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

How Reasoning Shapes Social Bias in LLM-Generated Code? Code Llama: Open Foundation Models for Code

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.961438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.961438Z digest=sha256:f8d9f31fae4f5f711d49f6d0ea30ac1c633337739809d090bfe9c993785f8c5e

Observation 7192a397-6bdd-4eed-a536-a2e36a556abc · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.925283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.967076Z digest=sha256:421294f66043e0a377a16efb60b9c4308e8850f884f052f090a89d649687a851

Observation f02c30a4-bdac-43e6-8ecb-82c7b0b68504 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

How Reasoning Shapes Social Bias in LLM-Generated Code? Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.973691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.973691Z digest=sha256:fbcf0ac8299ecf8e092f52a64b03e78a03288006cdb4b53ed93a6bc9c67ad05a

Observation 91f42927-cc62-4af2-8a31-e4dc18ee0aa3 · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

How Reasoning Shapes Social Bias in LLM-Generated Code? Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.980023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.980023Z digest=sha256:a0815155ecfa9916afaa2d7a4289c7818a2d169419318835b8a57ba844ffb2eb

Observation 960a8045-ad03-461f-b4f7-5bb0f43a0a98 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:01.986011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:01.986011Z digest=sha256:9f0d27cacce85c04b81b989627639704589367eb92a21ddb3025776c8635d9e0

Observation f56318eb-1245-4393-8081-f3d0090a69ff · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.895620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.991197Z digest=sha256:58e6467bb070d9eaa368addabe8f539311c31812665a49f713a67cdd1acf1a67

Observation 4f90ecd4-4c86-43bc-bec1-ed0afb9b66c6 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.878073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:01.998010Z digest=sha256:0d573ad4e42f2f0924bc8f1700eb19bc410a50ea5259d7a3c754cb58d14e991e

Observation da051b6d-c584-485a-8110-5cb4387b750d · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.859293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.004532Z digest=sha256:ebbf819038059992bacfd649756eeb4fff222451b403a3e1de8c37321edc2d99

Observation 5973e4e1-1ddc-430c-ab94-9f0168e45333 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.010645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.010645Z digest=sha256:32d904809bf0629c9686061637debaf6e76338b89aec272c4f0af27001f291e7

Observation 83efebcb-08b0-45f9-a63a-ae126b9dd879 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

How Reasoning Shapes Social Bias in LLM-Generated Code? Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.017344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.017344Z digest=sha256:58630d8c9c64bd30b1013de756f2b6b288d94fc0279390e0868b310af5de53aa

Observation 1777f0e0-b63b-46a9-b63b-42e4cf5ae2d9 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.023711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.023711Z digest=sha256:359751449ef98051cee7866e4bd5a4faf85119db54992a6542d5aeffd1c5cac5

Observation c00705d9-513e-493c-9736-2f05c36363e8 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-10T20:08:02.314524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.029386Z digest=sha256:fe9031bd0ccd829498229161d48d07f42b5b61a065b95692e87021f82beb1f20

Observation 8454277e-6a4f-4492-957b-85871cc90a70 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.037367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.037367Z digest=sha256:b81010bd9280d06eda17cd4a2ab8b90f133f35913192ad516c77aa033c8aad89

Observation 13607a7b-cab0-4346-9ed1-0325a92666f8 · outbound

This paper cites Qwen3 Technical Report.

How Reasoning Shapes Social Bias in LLM-Generated Code? Qwen3 Technical Report

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.042517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.042517Z digest=sha256:974bf5953fc2fe61fb7c68f0eaed777e762d459b0bda4658a2993b6b62e448ba

Observation e010ec9e-e98c-4129-8411-a6f5aa9f977c · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.801939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.047844Z digest=sha256:02a42cf6a684a0e7cf9b8a4206d74efb3385759644b4db62c1fb6fb1dbff0fd0

Observation 7fde3c85-a4da-46a7-90bb-d6b8e0291f7f · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.783802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.053191Z digest=sha256:abd3870f589da049352f7105169f57ca47cc8e88c143903b6966ac687d7f284a

Observation ed21b472-ba45-4f6c-8d5b-2ac37f03888a · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.058456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.058456Z digest=sha256:e6bc60a9a347d3be64900cb402707fa5948b17556ef860cc374f8742ab25f92e

Observation 228bf433-3ab2-48a9-b18e-cf3936a95c93 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.063610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.063610Z digest=sha256:64fc61bfe5f92213297b669b1a00e35abaaee75d6ccd2a31b84176a7897821c4

Observation d2cbc3f1-5369-46da-b8a9-476ba0561340 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.738950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.069300Z digest=sha256:ff0301aa097ea176934e13d1bb7ffe52cb776dce155df9e98223b9325ac81526

Observation ecd8f834-f2a4-40ec-8d52-720a6604ddec · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.720699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.075187Z digest=sha256:05dfae1360dd7d0dd70db05ff2802b9beb63f8e42d600ae1e1404236bf4edbed

Observation 86fae151-3d5d-44df-826b-393852c92475 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.701842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.081040Z digest=sha256:208376980b31c7e35bb17e1ee451932157d91ce5515a9774d60880ef1f753dd7

Observation 8336ca7f-8688-49c9-b933-cd80d5daa169 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.681558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.086418Z digest=sha256:2c1da74ea542978bdac513ecf8280c9b02b53cbe579bc60c6f843c3a32fab1c8

Observation 292e9854-950c-428a-bcca-5eecdd82c226 · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.091400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.091400Z digest=sha256:59d38b709472066c50041ad9ddfb0174660f5f29ef775704bc26cf2e43a23d6e

Observation c3cfdae9-c406-488e-a902-8584cbb4efdf · outbound

This paper cites an unresolved cited work.

How Reasoning Shapes Social Bias in LLM-Generated Code? Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:08:02.652035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T20:08:02.097701Z digest=sha256:a75f2615dd964142af83e89a01b7049923cf4ae5d1b980884be5e16996d05428

Observation 468cd067-a12b-4126-b979-a634aef1b3c0 · outbound

This paper cites Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs.

How Reasoning Shapes Social Bias in LLM-Generated Code? Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.107095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.107095Z digest=sha256:26ddda684bc3cc12c4bbd87087a477a4b0dcdc696573548ac1912cc48fd2f3c2

Observation e032c63e-5c65-48c9-9f66-34ba9b69cc25 · outbound

This paper cites Reasoning with LLMs for Zero-Shot Vulnerability Detection.

How Reasoning Shapes Social Bias in LLM-Generated Code? Reasoning with LLMs for Zero-Shot Vulnerability Detection

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T20:08:02.112979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:08:02.112979Z digest=sha256:e962aeabbd161710e21e17a9ad45aed5f37940c0d3cf5bb5362810d67ecd1adc

Pith citing papers

No inbound Pith citation observations are available.