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Paper Citation Record · LEDGER

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

As of 15 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 6 inbound Pith citation observations for arXiv:2501.05396.

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

pith.paper-citation-record.v1
2501.05396 v4

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:18:01.485826Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:08:01.782606Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-09T09:56:10.693089Z

Reference resolution

43 of 43 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a21bad93-e066-4b50-8a7c-9e9e0cc7cef1 · outbound

This paper cites online" 'onlinestring :=.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks online" 'onlinestring :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.280741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.280741Z digest=sha256:74ea1af7b103035ca4676707663050e308679ac116fd8ad14ed98e81984ea35e

Observation 14ed0305-279b-486a-ab2a-5c39d5dd5687 · outbound

This paper cites write newline.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.286162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.286162Z digest=sha256:59cf80c16ae30af17e5a9967b062d8387758636587fbee36390ae12b5d6c3078

Observation cb92110e-1c1b-4a42-b30f-f79fb08c30c2 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.267960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.291111Z digest=sha256:10adbaac30170991002a9b52ea615f2cfa98e70cdfa86c92ddfffa7681708bdf

Observation 3b712e6b-25e4-4761-9516-3959b04df4ac · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.296117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.296117Z digest=sha256:feb08c3667354e4e4e2c11cf1f2095b522a9c0b764f2810cc06752901b621966

Observation bc3a5731-a611-48a1-8df8-4d74d69f073a · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.301031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.301031Z digest=sha256:be9a85c718f6975a39aaf6daf403e3db2977581393c565efbd065a92ca020e7c

Observation ef9b6e91-df63-4d77-ab32-0f03d0dc6e7a · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.305641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.305641Z digest=sha256:5362a188058c70db3507acf99c1746461ae9f306cf24b13881df034959fa3bd9

Observation df0a2872-4089-4d00-91a4-4a83d1436f30 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.251394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.310449Z digest=sha256:f5644c048c244b232e97e45c9bacc76ea2d15e9e372454271b83c11c95f3cc89

Observation c3d2d205-09e5-4a0b-97cd-8aebf7d70fa7 · outbound

This paper cites OR-Bench: An Over-Refusal Benchmark for Large Language Models.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks OR-Bench: An Over-Refusal Benchmark for Large Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.315075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.315075Z digest=sha256:e07bca9243d199d32c7d22e9e4a7fab17949ad0f3dabaf8db9ae27eafdb9a0ee

Observation 41a69b9a-f98d-4b75-a9e6-f44ece4a4f45 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.235077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.321420Z digest=sha256:c67ef49884ff2687b1494f2557ded7b4665516535e5182befdad440bd2ddb32a

Observation 5ee24371-ecd3-41fc-8194-a4912737ddb3 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.326189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.326189Z digest=sha256:69ad380faffca36f30d7789465c41584057ede51aa96d5c768d70fbecc8c8cbf

Observation 73339409-6eb9-4f80-b4b6-25041849b9f6 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.331662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.331662Z digest=sha256:04b60c5ed118294c82d8dab6de99479f020ccac9a92595470130a730cb06154d

Observation aa278563-f08c-436d-a574-e114a995cc40 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.208304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.336872Z digest=sha256:de45c8012614fb4070ce765ab626635d6da78b7c3ef9d03dd1ac182b94fb3def

Observation 18721456-b8fa-4c0b-aaf8-87c7c7ca91da · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.191712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.341618Z digest=sha256:99dc24aa64c307c803849d13cac95dda52e91235690f5399b4ee2a13504f29ce

Observation 4bb58148-5bb1-4775-9891-806ec90a0b4a · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.346679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.346679Z digest=sha256:7fc96197b7e385a4d1409d34a9061f3667551729ad061ee5b4259ffd8127ee73

Observation ffc9e7b1-095e-4d8f-a6a0-31a6bbbd3f24 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.164516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.352317Z digest=sha256:5a49c2485962e67c9051bdfa37b79c2ce65dd796d62f2883926d7dcb94cede23

Observation 3f590365-a99c-4fa5-a27f-bd508df0a53a · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.148698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.357240Z digest=sha256:18b98460cf2511046624a26332ee8cd552c7e80f6e5436064f36b13b44b73cff

Observation 4cc3a7c0-d979-4b26-b479-b0d5ec47aee3 · outbound

This paper cites Qwen2.5-Coder Technical Report.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Qwen2.5-Coder Technical Report

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.362153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.362153Z digest=sha256:e7ac347c23bb1a029c9fe3b6488aaf0adf70e932d6e730652479f0935acd6425

Observation 15ecdf85-592f-416e-b7c2-d217153459fc · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.133559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.367481Z digest=sha256:83cc5de0ea34a24a5d10bbeb56be8b4909ebc5c2ea318a5d96671aaf9af6cfbc

Observation 84014ec2-92f7-4b89-b395-9bc1eecd88ed · outbound

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

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.372286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.372286Z digest=sha256:14eaa9ecaf6473e59e01fe3975db2d2a33fafaf7e5308e881f26a5c984e7807e

Observation afed627b-d2ac-4069-b846-f813cbd76e7c · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.119136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.379202Z digest=sha256:09de29f0682d09a0bfa0743177b9edd824f5ec0ffc0ef1e4a42e2b2135c564ce

Observation ce04392f-ed9d-4314-ae50-c1356d02c376 · outbound

This paper cites StereoSet: Measuring stereotypical bias in pretrained language models.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks StereoSet: Measuring stereotypical bias in pretrained language models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.383731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.383731Z digest=sha256:894a78942700f0b9d122214c4be59679a7932a3770bc2139850aac858331257b

Observation b405ff50-a6bf-4d4a-9808-cfcb4df6a7d6 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.103212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.388364Z digest=sha256:66f4c7200fab5cebea1e732cfa4a5570421b0de32ebcb73cd5f7202bb43495d9

Observation 83e6b1b4-34dd-4c47-b007-16170fa450f2 · outbound

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

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Mitigating Gender Bias in Code Large Language Models via Model Editing

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.392512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.392512Z digest=sha256:08932370f32f529e9cd196039ddf45f78211772f1a57cbecd58eaf2e831ef63c

Observation 9b8104ad-4880-4a87-bc2f-3b1ee1c30ee0 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.086690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.397185Z digest=sha256:63a50d06f229f6570cc35cac22d4d7b2282f6727bcdc2ff30d888418dcde9dc1

Observation e9b4ecf7-9eb2-4261-bb8e-e74bfedb2cdc · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.070098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.401373Z digest=sha256:a6db87fbc7f3cecd11426e99fa9870a9e81a2296d464661040d0bcc178f9c96d

Observation b89527f2-6cfa-438a-ad84-335dff3547eb · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 26

Resolution
verified exact
doi, observed 2026-08-10T21:18:01.612770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.405597Z digest=sha256:43659469acf43c0646da154ae2fb431155a7171e6bf528c980791b0b94660e12

Observation d7fcf83a-19b9-4666-b664-8b9fd027fc64 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.049640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.409923Z digest=sha256:7f28e6b782a66b6f7637de8dffd8096f217da6d22d7d9b50d877c610767a6546

Observation d9ca0ab7-b79c-4a9c-abba-e6ca58659eb6 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.414431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.414431Z digest=sha256:c6670ecfd79eccedc48df939c3450584a7ccb0482705173abb8abdca84e45fef

Observation 1da928fb-a45a-4605-aef4-7b2c863349f9 · outbound

This paper cites Kelly is a Warm Person , Joseph is a Role Model.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Kelly is a Warm Person , Joseph is a Role Model

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.418946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.418946Z digest=sha256:070a002b8329e70973ad744ff708377c591f66ab2a0059cf1561f3c9ac6b8425

Observation 747a317d-7dc1-4519-92c1-dc360b202805 · outbound

This paper cites Truong, Simran Arora, Manias Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, and Bo Li.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Truong, Simran Arora, Manias Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, and Bo Li

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:18:02.033211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.423215Z digest=sha256:ab1842bb1b89eb23afc278f3b32b5c8630d7d8d92d50fca8f8d00b617669dbaf

Observation 594f6d07-5b83-4454-a415-04e0c1722dda · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:02.015449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.427558Z digest=sha256:9eafc73542f88311521a82adab8e1b452c3f06a9bd7d46261b4d9a64b5864068

Observation 4a4e5c3c-fe88-4311-8332-61b87f04265a · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:01.995679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.432063Z digest=sha256:9eca1eaeb9e419524524c0eaf288ebf37f4fbae63f400c51a03e2b18dc2d87c3

Observation b27e702c-650a-466b-b471-ef08eee11e48 · outbound

This paper cites CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.436558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.436558Z digest=sha256:6de7d11f5e34884af95e764fc9e8e4a7a31d9803b67a9e2dc2da240ef0b387de

Observation 7c74f1bc-58a7-471b-bc2d-3561ac817852 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.441505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.441505Z digest=sha256:a51df2535c6ee0139f8de86f7dac26e4bb20d4957393671fb48484fe5bdff6dc

Observation 2826977e-661d-4a0b-97a5-30f827470038 · outbound

This paper cites Qwen2 Technical Report.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Qwen2 Technical Report

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.446368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.446368Z digest=sha256:819c8045196fe7a3c1a61c74d6a28cf673775a515d1271a4e41497e477db8179

Observation c6879124-5ad9-4880-967b-05ab2cab80f2 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:01.979377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.451781Z digest=sha256:509a5414e0a2889db41f95ad2249fef59fd8529dd23ddcc2957fe0ddedb6fc23

Observation e840faf0-fcb2-4eca-87f3-be9c08533f46 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.456383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.456383Z digest=sha256:dc16dbf63f7b674d1638efb3f15aa49446429ad372d0ad24332d009f8c803429

Observation 2da988d2-72c8-4faf-896d-fc869bc6bd4e · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.461253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.461253Z digest=sha256:30035b1028d2cdff319c234a5454ef938ba96ad7360b0b27516db31cf2935d82

Observation 2b951494-f2bc-4c29-9e57-36adac8ce2aa · outbound

This paper cites CLIMB: A Benchmark of Clinical Bias in Large Language Models.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks CLIMB: A Benchmark of Clinical Bias in Large Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.466142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.466142Z digest=sha256:b6d2c1fe1bfa24b20493fe76fc3af73da4eb78616f26ed51bb1edeec16d3ed8b

Observation 6c13c6ba-17f7-452c-8d21-68f9972cda75 · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T21:18:01.471364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:18:01.471364Z digest=sha256:09eb47af3c0bcccb9eba68a47f0c345efb45c6f40d6340812461d64c9b5d2f46

Observation 9d3d5fbf-5b0e-4b36-b79d-10b2b19ef34c · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:01.963235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.476490Z digest=sha256:79f0ad0f4c721361e47a4bf6ade81930503dc48061b547289579bb8c1e300a83

Observation 57228822-24fa-4bdd-bc03-06e8fcf6120c · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:01.947670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.481140Z digest=sha256:701b959e9a7ff9a5ff34d8c83dc4bf872aed4bace8ef42073c176bfb7a68ce5c

Observation 90e6dc6e-11d9-4a11-946d-0a891c24787e · outbound

This paper cites an unresolved cited work.

FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:18:01.930798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-10T21:18:01.485826Z digest=sha256:5642a89dd1f98b4fab4e90efbe147e67c91a36c7314a823fe887ab5bcb48423d

Pith citing papers

Observation f54fc6c4-2652-4fbe-9981-8d07ecdc16e2 · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:26:04.403987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:e4e5f554fb41f413b09fc12bd7fc85b97b8a87f059de21389922cb1fae1e0efe

Observation 8955caf2-ded5-4f64-8bef-b601ee45ea5e · inbound

From Codebases to LLMs: Non-Inclusive Naming in Linux Foundation Repositories cites this paper.

From Codebases to LLMs: Non-Inclusive Naming in Linux Foundation Repositories FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-12T07:08:41.806007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T07:08:41.806007Z digest=sha256:5b4286e7040e0ff56bb6ce75b269f2b2c51fbbd839c9c00a292b5c9f16a53159

Observation 1867aa27-9170-4d6c-8d9e-1fc71cd22011 · inbound

From Codebases to LLMs: Non-Inclusive Naming in Linux Foundation Repositories cites this paper.

From Codebases to LLMs: Non-Inclusive Naming in Linux Foundation Repositories FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-14T16:38:06.632160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T16:38:06.632160Z digest=sha256:32f2f977f0b0e7b5f1b50d93ea51b5a23b03ff133eaa07ca0e680fdc4619bdcb

Observation 5ffe2301-a175-4cc4-b8ef-68b84fe804d4 · inbound

Biased or Personalized? The Impact of Personal Information on AI-driven Development cites this paper.

Biased or Personalized? The Impact of Personal Information on AI-driven Development FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-09T09:56:10.695362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-09T09:46:37.332477Z digest=sha256:413ff3f01cddfa655bc3fa61bc2fdd67ebcdef5bbb18b0967e6562696c4aaa06

Observation 011c0e44-808c-4707-a242-d7a8e39881c2 · inbound

SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements cites this paper.

SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements FairCoder: Probing LLM Bias in High-Stakes Decision Making via Coding Tasks

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T07:55:25.123495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T07:55:25.123495Z digest=sha256:dc77745cdbbd0d4e0a420fd07c9998e44751ecf3cb26a2066a3031afa176ec7a

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

How Reasoning Shapes Social Bias in LLM-Generated Code? cites this paper.

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:f2fb97d58e239d2b15a427e65b7ae92d011c817b629a63c316b5120f3b3bc654