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Paper Citation Record · LEDGER

BBQ: A Hand-Built Bias Benchmark for Question Answering

As of 5 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 38 inbound Pith citation observations for arXiv:2110.08193.

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

pith.paper-citation-record.v1
2110.08193 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T19:55:11.431020Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 38 of 38 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:58:54.683230Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T19:50:11.112541Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact20
  • verified fuzzy23
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1455e15-20cd-4ac0-9bc0-cec3adce411b · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.586395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:0f58435dee4749e17ce1eaa5a183e4c10ddce12721b03c5e093038ee96e876f3

Observation 67dcfcea-cfc2-4019-80d2-b396ba76cd2a · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.590455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:1e467fd340c26a1b7bd0e835cc684637d04c16c1b6fc1f4e4d0bbad5364229b6

Observation 8b69c5f8-94fb-4520-911c-00d4565873f8 · outbound

This paper cites Bryson, and Arvind Narayanan.

BBQ: A Hand-Built Bias Benchmark for Question Answering Bryson, and Arvind Narayanan

Reference 5

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.491358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:ee614cda6aaca3e24af943f6713464df844beb79f8ec91b58eea84e1d7071575

Observation 34950dba-b5d7-4445-9d65-59b1c68167a2 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.592386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:daa0469d56360f4743f514a8dc930a035c01fdb5be82f88368a6908427aa844e

Observation 9b76bfd0-c537-4165-94b7-ef6cb54d220a · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

BBQ: A Hand-Built Bias Benchmark for Question Answering Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-16T19:55:11.539465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:443e7bce28d4474e6034365375450864dafda13043b161de0886ce6da09582bf

Observation 63f64783-de7b-4475-a6e6-709a33096316 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.594409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:f92147428a1b4e4c03d21ac08f36f221e9e9a69f8ce3aec2a7ba00c66f0c3622

Observation 08305f7a-f6c8-4659-99eb-c48a5a1931c8 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.496093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:b809a5bd0cfa48966568c31387b927c0cfe5259a47031a52f93e7910da845ef8

Observation 90b4807c-ba7a-4116-b95d-c2c7423d3894 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.596500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:54254070adf631f24d93c10c77ef07708a9d37c38750da2216e70dab42535e8b

Observation ac732f1f-618a-4562-a16c-8d36929dd78f · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

BBQ: A Hand-Built Bias Benchmark for Question Answering DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-16T19:55:11.547348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:3b4bf260115bf90ae3a198610d48799b8e9be67c85697e907488ea9eba94a328

Observation 00e66416-cd52-47be-8a53-4c132c87652c · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.598438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:853cd6c82b6b1a5e5f430ada8abca887c2866986aff04ef5f887520f99ed11e1

Observation 7ef22494-5074-4e12-a87e-725cc360ebe7 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.600675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:5a906abfbcf23cb773ca06ccca6a53230fffe9015378527cf64179bb57247544

Observation 74ea2712-d230-4741-9d5d-d309969aff6c · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.602762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:a1bfcfeaf29edf1141fb4362589714002cea9e909f6adf475bb905ad2dda2524

Observation e7a923c0-3bb6-4c42-89e1-ffbf286e753a · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

BBQ: A Hand-Built Bias Benchmark for Question Answering RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-16T19:55:11.543523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:10bb1305159e5347f408f27ee5d12690e388f03f7c93d5162c33281575bec519

Observation cdbbbd62-a98a-4979-a48b-e85b737fd481 · outbound

This paper cites Logic, language, and security: Essays dedicated to Andre Scedrov on the occasion of his 65th birthday , pages=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Logic, language, and security: Essays dedicated to Andre Scedrov on the occasion of his 65th birthday , pages=

Reference 21

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.506080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:87f28209f00b557888fcb9511dc8efc71cd6c3318e8338f368557d735a36428b

Observation 7f824bfd-5344-474f-9e2d-6c01909ddd31 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.604896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:afeb6bc07fa8c13e7763aea6b7266dc75527d10de2f06435543b1eb8ecf219a9

Observation 2b51bb88-0990-4832-a0d2-90ae7ef9b2b4 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.606857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:bae5cdc5c4db4e7ba6d6ec77876260ff66a779d18a34531d02f86fe675286cb9

Observation 4bbdfd7b-9590-4825-b5b6-83e21ce03e7e · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.608721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:35a50cb787d924d0539766659a066b178b00ec61dd42e79b1fc40dfc2e50f30f

Observation a1db20b6-963f-4a68-9a4e-afca8ea6a452 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.610667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:9aa5346ca5dcde9bf6a9d4f97e18f33f825e5dcb4595c06b484f23ba4c85ab66

Observation 1f47875a-a43c-4ff4-8b63-54900214fce2 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.612800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:267d6250feb518786ad1207502ffe4b3adb8bd0bcd7b04a3b1ff890c4365537b

Observation a7b514da-175e-41e5-829e-58933b56714a · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.614875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:09f1244363b412f08977c06446c6a2d7c1e209dee1f10500f75e9bc2c69ace8b

Observation 06553522-93bb-46b1-9024-78e8f9a208e6 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.616851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:e7090cdc1ae615ddffd44052e20ab1b5d8e589e60e4e044c38ea9366a54a45e5

Observation fed949e6-574a-4605-a2de-2fb8e78d3cdc · outbound

This paper cites They call me Bruce , but they won't call me Bruce Jones.

BBQ: A Hand-Built Bias Benchmark for Question Answering They call me Bruce , but they won't call me Bruce Jones

Reference 37

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.475434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:dc240468f4b350b7911c8c10664bc291532ce605759bc0e180e5b85f94942c96

Observation 3403acc3-cedb-4690-a260-0d8c66727915 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.619057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:9a44fea072b5f7a719b7ad9692362af2e248fe80842a1ff10d2714067387aee7

Observation 8df5887a-dcbc-4f89-9ff0-a1a7d7ca3caf · outbound

This paper cites 2020 , url=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2020 , url=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.621092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:bce6b962895664b2ae079a9ccfaf5d9c774c047667b0230fed13fe1971c7bd62

Observation 67835a58-8bdf-428f-9805-53e5d1a86b90 · outbound

This paper cites UNQOVER ing Stereotyping Biases via Underspecified Questions.

BBQ: A Hand-Built Bias Benchmark for Question Answering UNQOVER ing Stereotyping Biases via Underspecified Questions

Reference 41

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.462741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:345cb2d8880aa0869f13212e71b027924389b28288cadbe773ccb31b80cab2e8

Observation 83f2ec41-6380-4ffc-ae4c-3e732c164d70 · outbound

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

BBQ: A Hand-Built Bias Benchmark for Question Answering StereoSet: Measuring stereotypical bias in pretrained language models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:55:11.526488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:91690654eb950c1e6723da49a134d01917124c901834e8217ab6e50f96837a6a

Observation 9a077b82-d57f-43c1-ac94-05b8d5ebfae8 · outbound

This paper cites CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models.

BBQ: A Hand-Built Bias Benchmark for Question Answering CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.531159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:68c7e3e6a734d29599b50d03ec8277b321a26cac9a8407cc73cecdb0386ebfd2

Observation 1a1e1add-84e3-4e2c-8c13-77c95c397ac0 · outbound

This paper cites doi: 10.18653/v1/D19-1339.

BBQ: A Hand-Built Bias Benchmark for Question Answering doi: 10.18653/v1/D19-1339

Reference 44

Resolution
metadata mismatch
doi, observed 2026-05-16T19:55:11.499850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:d8b02b437bf4a61dcf3511a0ec575ad6240a34a293bbd54163bb54974284c14e

Observation 186e96b1-99f0-40a2-b1b1-17e98df9b340 · outbound

This paper cites Language (technology) is power: A critical survey of" bias" in.

BBQ: A Hand-Built Bias Benchmark for Question Answering Language (technology) is power: A critical survey of" bias" in

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.623205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:b0d71f25add9a4b2e4528fbeabfb481cc78b12331ff55e54f9a8d785193a4743

Observation 45cecc5a-5d6d-4519-a53b-6e121a416624 · outbound

This paper cites 2017 , note=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2017 , note=

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.625435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:60680bbc9905b6e3e80f414c1ecebf425a5f5f088fe0d91bebbb61aaf85a47e4

Observation 9b43bc0d-8076-43aa-ac8d-3787d91d9d3c · outbound

This paper cites 2021 , note=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2021 , note=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.627603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:1d5dd4b9728f5a76f3c2fb166c2bc2940368360f9c8296232d1186be0b81dbb9

Observation 7fad8a98-e7b8-4f51-bf3b-8e5c7765eb85 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Transactions of the Association for Computational Linguistics , volume=

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.629658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:047a7fc40da9b61256d80e87b5a873d31c26e9217e5aff0f84102e6f66f28079

Observation e9a29992-e0e8-4657-ae3e-328b2bf4ead2 · outbound

This paper cites Smith, and Yejin Choi.

BBQ: A Hand-Built Bias Benchmark for Question Answering Smith, and Yejin Choi

Reference 49

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.508978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:8af3eb297638be653e74f82585e04193b196baf2838edff0671753c943fa4de7

Observation b9c31707-da84-48b2-b716-75cdb97a8685 · outbound

This paper cites Toward Gender-Inclusive Coreference Resolution.

BBQ: A Hand-Built Bias Benchmark for Question Answering Toward Gender-Inclusive Coreference Resolution

Reference 50

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.511845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:83644afc08754001e0a406e9042763e241b7be31251e6943fd00b052a02da6b5

Observation 69a55b36-9709-44a5-9641-778476e6a936 · outbound

This paper cites Gender bias in coreference resolution.

BBQ: A Hand-Built Bias Benchmark for Question Answering Gender bias in coreference resolution

Reference 51

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.514734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:2be6578163bd995b65241dc42f4322c6309a3abc7391add1f53127e190676bbc

Observation 13d036fc-5bec-43d4-bf3b-97e30c7f7d9c · outbound

This paper cites Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods.

BBQ: A Hand-Built Bias Benchmark for Question Answering Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Reference 52

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.517570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:ae7a367465fa8a92c00e9466ea5e4f0e27368620001f3c8e5110effa87b84f14

Observation c2f2fd4f-6abe-4b35-a6cb-053899f6c275 · outbound

This paper cites Logic, Language, and Security , pages=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Logic, Language, and Security , pages=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.631713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:146a0decba530deadbae40a3f12c4af464c6e4366985610be0752b62de717194

Observation 1f0ca1b5-cf88-4484-aab7-b96e29271fca · outbound

This paper cites On Measures of Biases and Harms in NLP.

BBQ: A Hand-Built Bias Benchmark for Question Answering On Measures of Biases and Harms in NLP

Reference 54

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:55:11.535267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:2e938eb09303445717967b9a47c5356e8124de8893f8bf8feb58f1729d71ccdd

Observation 48f632dd-6f5f-47de-8d54-55d3b7933a72 · outbound

This paper cites 2019 , url=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2019 , url=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.633666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:ff1e5e790881e79dce7281031bea01e1a37facbe7b267e77da092dfc8a79e781

Observation a6ee8345-86fb-42ae-87ae-d5ce7750b3bb · outbound

This paper cites Sociological methodology , pages=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Sociological methodology , pages=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.635506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:22cbe538eb58b95b92a5fa3740c6272281022c89bebcbf8b74939e428db10342

Observation b1a85a50-3c0d-4308-8876-758821c23e10 · outbound

This paper cites Bryson and Arvind Narayanan , title =.

BBQ: A Hand-Built Bias Benchmark for Question Answering Bryson and Arvind Narayanan , title =

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.637342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:149ba7d3a5aa7d7b50fec45aa5f091f87221c40ccdc9c14b25a31b9aedc6f87a

Observation ceceadac-7f4a-4ec5-b876-89aa53ac95ce · outbound

This paper cites Identifying and Reducing Gender Bias in Word-Level Language Models.

BBQ: A Hand-Built Bias Benchmark for Question Answering Identifying and Reducing Gender Bias in Word-Level Language Models

Reference 58

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.466088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:63ae04b38bed09ecfbafe7bb81d2c6a51256f47829d0aeaa869841062826d02a

Observation 5d486721-e29b-4e25-820d-c1876fa3dfed · outbound

This paper cites and Rudinger, Rachel.

BBQ: A Hand-Built Bias Benchmark for Question Answering and Rudinger, Rachel

Reference 59

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.469312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:9d180a5bd2af357ee41058c7780da82776afcebb99dbb356dc419d6d2c6a2a24

Observation 1ac51d2a-c9a0-4db2-8165-db316d3e4967 · outbound

This paper cites Racial Bias in Hate Speech and Abusive Language Detection Datasets.

BBQ: A Hand-Built Bias Benchmark for Question Answering Racial Bias in Hate Speech and Abusive Language Detection Datasets

Reference 60

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.472107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:ea716924b90c4f42f5329ded84f22ce1ae9786682dd1bd65749c6fc4daa99f02

Observation e77f2142-9d6a-401d-aa88-43c66c1018f1 · outbound

This paper cites Intersectional Bias in Causal Language Models.

BBQ: A Hand-Built Bias Benchmark for Question Answering Intersectional Bias in Causal Language Models

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.521997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:10a310be18fa38fc12281601e4ddee0f18a89112ca30c1a45909bf34ca2434c8

Observation 47d2f92f-c555-484f-aaac-a80989b7d40e · outbound

This paper cites H ate C heck: Functional Tests for Hate Speech Detection Models.

BBQ: A Hand-Built Bias Benchmark for Question Answering H ate C heck: Functional Tests for Hate Speech Detection Models

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.550192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:92876b4d96558a6711c44c5633b25c0e414cd6058741070ae06f566d690c5a29

Observation ff28db8d-704c-4bda-83f7-ec2c4b50e09e · outbound

This paper cites Proceedings of the NeurIPS 2020 Workshop on Dataset Curation and Security , year=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Proceedings of the NeurIPS 2020 Workshop on Dataset Curation and Security , year=

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.553264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:db75dfa68153e550f9455e98cbc2f1f5f5d43c45be913a8b64c503ef054e277f

Observation 182a84aa-dff1-4378-8227-e79419b7a1ec · outbound

This paper cites 2018 , url =.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2018 , url =

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.555687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:ff2aca6ea62c0bb7a49a7e53fbc39d84bd2652aff7e972294545dfc929a71c91

Observation f684baac-9c86-4f6a-9edd-45915f66e10e · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.558547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:0ea6ef60be99b19ca6dadb1cfe2230fbacd8173e4a8377979d7d712595c03d82

Observation 69035c08-534c-4774-93b4-769f4fe19bef · outbound

This paper cites 2021 , publisher=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2021 , publisher=

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.562105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:59423ea391e46f686d5b329ce8e82c1439f3e97959c331cc41f7a9d9d1b87a21

Observation 98207bae-901e-40c9-984e-1f782a7128c7 · outbound

This paper cites What ' s in a Name? R educing Bias in Bios without Access to Protected Attributes.

BBQ: A Hand-Built Bias Benchmark for Question Answering What ' s in a Name? R educing Bias in Bios without Access to Protected Attributes

Reference 67

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.503241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:6125540023e2f141dbaeeaaabd981e21af92cab3bd3ddbb0ce69639bdd31762a

Observation 5480bd3d-0580-474f-bc6f-1025e440b65f · outbound

This paper cites author=.

BBQ: A Hand-Built Bias Benchmark for Question Answering author=

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.565569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:7069856801c3dcd3bece448c79ada9a1d6a0f5eb016d7c342a26007394f96c58

Observation 6c4bf908-fc58-4a68-9982-cacc22bfeced · outbound

This paper cites Applied Economics Letters , volume=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Applied Economics Letters , volume=

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.567825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:6ca85e9026b0a130f96e6266975aef1eec505c8e2d20edd981c927ae723ca7b6

Observation 30935571-286c-487f-ae9e-434e130dd855 · outbound

This paper cites 2009 , url =.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2009 , url =

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.570430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:d379dca3220e503249ce2fdb5f7dbb249a8b4d340289dc8686e4ffe35696e324

Observation 906ef497-f730-4b5f-abef-dafeda698973 · outbound

This paper cites 2021 , url =.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2021 , url =

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.572752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:5831ffc05fb3ca8e95993a9bf2f97e7357c66dd5f3919f34ed19a8d507b20b39

Observation f1854db5-f077-4c51-b91d-06b1ece70922 · outbound

This paper cites an unresolved cited work.

BBQ: A Hand-Built Bias Benchmark for Question Answering Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-16T19:55:11.575250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:c72fd2f10ab089c1064e6732361a97a7d0bf7e33571ebade91e47e928e29a68a

Observation 25102d07-167c-400d-a589-814d2c947867 · outbound

This paper cites Scientific data , volume=.

BBQ: A Hand-Built Bias Benchmark for Question Answering Scientific data , volume=

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.577484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:7b108178627118a489892e25acb6db7fb28b05981be57222b6e1bc072c4c6d5e

Observation 0d55c713-1b4f-412e-b793-7981e7a90f4d · outbound

This paper cites 2014 , publisher=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2014 , publisher=

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.579656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:a8ad6705ff3406af2290842f0e2de38848803bff9a3b98c89222d1fe4efb134f

Observation f70b3ec5-a9f5-488d-adbc-aee7b60cf756 · outbound

This paper cites Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection.

BBQ: A Hand-Built Bias Benchmark for Question Answering Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection

Reference 75

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.478889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:94d189dfe4b73414cb4f1865af78d0f92f9c0bd37b15ca218e9f86b2a0795902

Observation c15b66eb-d5ae-4920-908b-cadde0a872ae · outbound

This paper cites Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation.

BBQ: A Hand-Built Bias Benchmark for Question Answering Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation

Reference 76

Resolution
verified exact
doi, observed 2026-05-16T19:55:11.482555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:cc314e9a80b70bd3fcbc2fb3dff5d6e85e2d29303705cde4cd515072807a89c5

Observation 64df7697-24d8-4397-91c3-f52763e45198 · outbound

This paper cites acl-main.485/.

BBQ: A Hand-Built Bias Benchmark for Question Answering acl-main.485/

Reference 77

Resolution
metadata mismatch
doi, observed 2026-05-16T19:55:11.485382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:d8444f809a2cd3ab8d3995dfa70cc46d4170e7422680a9c1a26be29c9892aec3

Observation ef42b94d-28e8-4fb3-8751-1d0eadeb5daf · outbound

This paper cites doi: 10.18653/v1/D17-1082.

BBQ: A Hand-Built Bias Benchmark for Question Answering doi: 10.18653/v1/D17-1082

Reference 78

Resolution
metadata mismatch
doi, observed 2026-05-16T19:55:11.488387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:84d6322b822423d606eb478dec300acd3cd8b345b7a576c27b4fdcd1437383c2

Observation 31d7b79b-922b-40b3-bba1-a5e795bec0a9 · outbound

This paper cites Think you have solved question answering?.

BBQ: A Hand-Built Bias Benchmark for Question Answering Think you have solved question answering?

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.581997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:871e89ddbb907749713ad048332bd6e83fc4eeccbfde8419e6b9e958fab82a03

Observation b09541f1-694c-4594-af40-34dc41b3142a · outbound

This paper cites 2020 , url=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2020 , url=

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.584330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:2793f106e3fcc867fcda7cf34cb2b97e4323c821d19a529a3b0e8e4856bb0fdc

Observation 235ab9a6-71f1-4ae3-ad18-ce96db4faff6 · outbound

This paper cites 2021 , url=.

BBQ: A Hand-Built Bias Benchmark for Question Answering 2021 , url=

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T19:55:11.588471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-16T19:55:11.431020Z digest=sha256:d65df29d74df0938fef0623533a41b1044d76a70ba3c6caa870defc2dfdbf5bc

Pith citing papers

Observation 4c783d77-e27b-47f4-bddd-f35b9b5e2f66 · inbound

Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback cites this paper.

Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T13:35:55.949167Z digest=sha256:86e1b27d14c83e1b928af40c0710bffb8961b8a5ca4050c011f521e023b88b4a

Observation a684a18d-1ef3-4024-b432-0bcd63120327 · inbound

Emergent Abilities of Large Language Models cites this paper.

Emergent Abilities of Large Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-11T07:38:37.734402Z digest=sha256:c17aee0127c988d18457b713302daa6fec07ebbf49e395d0fe54d4076cb03494

Observation 3e9a25a2-ee2c-439f-87a3-6dca4f4b6e72 · inbound

Language Models (Mostly) Know What They Know cites this paper.

Language Models (Mostly) Know What They Know BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T15:42:47.274448Z digest=sha256:bead86e75f67a669c8a9191991ff5c5bfde2e6aaceaae5d11cbb32a1a634792e

Observation 5e4076f6-bc03-4077-b1a6-cbeaed5a3a31 · inbound

PaLM 2 Technical Report cites this paper.

PaLM 2 Technical Report BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 109

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T11:59:25.813128Z digest=sha256:f8f7700f30163c8ea1de57f64706010ba9acea94c9bc263e8a1a146fbe8b7e6c

Observation 40b53494-d224-41e5-98d6-41f9aa21c408 · inbound

Gemini: A Family of Highly Capable Multimodal Models cites this paper.

Gemini: A Family of Highly Capable Multimodal Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 72

Resolution
verified exact
local_arxiv, observed 2026-05-24T05:03:55.357401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-24T05:00:28.453838Z digest=sha256:2a3cec918184c539058d57a415ed1dbbfe8c51b3a91f76fade11b41fea2447b9

Observation a4768c18-1387-446d-8d25-53e827410568 · inbound

Mixtral of Experts cites this paper.

Mixtral of Experts BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-24T04:13:53.805175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-24T04:09:15.921778Z digest=sha256:ab76d1dc30c95ec21f6281adbdd704a60c27a6bdb53c1448db66baeace41763d

Observation c97b0f70-b78a-4084-acf6-c7fff7436dbb · inbound

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models cites this paper.

Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 258

Resolution
metadata mismatch
local_arxiv, observed 2026-05-18T06:38:37.065158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-18T06:38:36.517935Z digest=sha256:14abbda61b0425a9e7d214c884616c9d5be670f39684f4caf6931c541b152563

Observation a1dd87fe-d0c5-44fb-bb61-a7b86163e221 · inbound

OpenAI o1 System Card cites this paper.

OpenAI o1 System Card BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-23T06:42:39.669631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-23T06:39:44.542350Z digest=sha256:2fa33aeeb84720ce5252ecd186f167181c4391b1c15c1c4469dbc18d2a6748fb

Observation 1ed6d3ca-3123-4b92-ae90-a8bbec1d8b6d · inbound

PRIMETIME : Limits of LLMs in Temporal Primitives cites this paper.

PRIMETIME : Limits of LLMs in Temporal Primitives BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-22T18:36:58.690561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T18:36:48.376877Z digest=sha256:32c3f18dd3def5d331ebfa2f5fe6058b8e31e89a5d75e48129d1d0ff8f08d1c8

Observation 5abe97a1-7feb-4c6a-95aa-39fe5be885a6 · inbound

gpt-oss-120b & gpt-oss-20b Model Card cites this paper.

gpt-oss-120b & gpt-oss-20b Model Card BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T12:22:54.633089Z digest=sha256:752b89959e0481fecb6e14c27768a60ee868cddd3bb989f164b626165f95649f

Observation cfa6016c-09da-4a26-b8ff-22ac7c7da56c · inbound

BRoverbs -- Measuring how much LLMs understand Portuguese proverbs cites this paper.

BRoverbs -- Measuring how much LLMs understand Portuguese proverbs BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-04T19:58:54.683230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T19:58:54.683230Z digest=sha256:f7945d619432e3d66bc16e10f536c4eb0f933103c7d0fbb232240569fe7e5eb3

Observation d4684197-a5b6-4e84-9bc3-57b9be45ed1e · inbound

Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages cites this paper.

Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T11:21:56.896943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:21:56.896943Z digest=sha256:c561ee013361b14c29f28aefd57e86ab22d772e78a2d70b7485c3ef3b4ae6253

Observation d4be4337-c3df-4f26-9bef-f00021ce0cf8 · inbound

OutSafe-Bench: A Benchmark for Multimodal Offensive Content Detection in Large Language Models cites this paper.

OutSafe-Bench: A Benchmark for Multimodal Offensive Content Detection in Large Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-17T22:30:23.261552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T22:29:36.960961Z digest=sha256:8a12df701632b811c5e6c3fc300c467ab7a72e3fe4af180c62129ad5e4b72907

Observation 6a5ab32b-2409-4e97-aca7-941daa891b7d · inbound

BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models cites this paper.

BioPro: Towards Difference-Aware Gender Fairness for Vision-Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-03T19:25:20.617565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T19:25:20.617565Z digest=sha256:189be5cd72ba48506764901b64dbb65a34f2519bbbc002538239637233ab8c95

Observation 3cb9a689-5896-4784-b5f1-b936c093ed62 · inbound

OpenAI GPT-5 System Card cites this paper.

OpenAI GPT-5 System Card BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-16T21:08:32.627405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-16T21:06:36.680344Z digest=sha256:cb8ebf636a1cc6d7089994b9fb41a7694b6c9f967dfff4b02aa7cd6530ec1bce

Observation 3c15405d-ebaf-4629-bf64-be48dc16636d · inbound

Beyond Text: Aligning Vision and Language for Multimodal E-Commerce Retrieval cites this paper.

Beyond Text: Aligning Vision and Language for Multimodal E-Commerce Retrieval BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-15T15:00:25.407602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T15:00:25.407602Z digest=sha256:abdbeaadefbf67be607d91849863a77e3c319bff9be6b1be9de4669196a9da6b

Observation f8111af8-0177-4c93-afbb-188d8a5cbe65 · inbound

An Independent Safety Evaluation of Kimi K2.5 cites this paper.

An Independent Safety Evaluation of Kimi K2.5 BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-13T19:38:18.674355Z digest=sha256:1487854d46f34b722518fdb1df289d095f0895c042e94708acabf4358de8acd6

Observation 71a3039e-92be-4d0e-9f05-3f66ec1a1fcc · inbound

Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rules cites this paper.

Blind Refusal: Language Models Refuse to Help Users Evade Unjust, Absurd, and Illegitimate Rules BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-13T19:24:54.381722Z digest=sha256:b3e6bb916bd8b8e1b224d8e4ebb49f1da5610a95ac10f4867e8d2d4aca87ac70

Observation da35c767-df0d-4f8d-abbb-4e8227feca90 · inbound

Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems cites this paper.

Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:25:01.741390Z digest=sha256:4142e8bac0ddd435536a79d9ca907056ba8cf9a50290c24ce129f5787d816a5a

Observation d16c5ad5-0ae2-4cb9-bf13-9e876bc35ff7 · inbound

The nextAI Solution to the NeurIPS 2023 LLM Efficiency Challenge cites this paper.

The nextAI Solution to the NeurIPS 2023 LLM Efficiency Challenge BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:52:30.463227Z digest=sha256:68e39a783bceb38d1d384bafab5fb8630b727b457e49d5f04374fd4940e6feb4

Observation 896852d9-94b8-4d46-8ec7-c3c628d8e377 · inbound

Parcae: Scaling Laws For Stable Looped Language Models cites this paper.

Parcae: Scaling Laws For Stable Looped Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T15:33:04.442462Z digest=sha256:deecdaf8fb8074b4b10aa698128c8573575c08e9dec8d5a3ce34af210d14b7ea

Observation 2c322100-a65a-4431-b45a-c36bc06bb4e1 · inbound

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review cites this paper.

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T17:11:23.553461Z digest=sha256:7603e22c9ddaa926bd5f8323e03a938c4acf76fa5cfcc941442b1715ee737d1d

Observation 6b47ea13-cdb0-4667-8caf-994c4154d4ac · inbound

BIASEDTALES-ML: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in LLM-Generated Stories cites this paper.

BIASEDTALES-ML: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in LLM-Generated Stories BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T06:53:20.673245Z digest=sha256:27a26ae11e37982b4c409088abc344c32764fee79f5289c6bd2f4dfd582c01a1

Observation 4def937d-c001-4579-bed3-268f645577e9 · inbound

Intersectional Fairness in Large Language Models cites this paper.

Intersectional Fairness in Large Language Models BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T23:44:08.610255Z digest=sha256:43e724aba2cd9e702c37b2a74734c56f5c527219971ebbf041c34d405439e018

Observation 674a9b54-4c6d-4e69-9cce-d64a51d26ceb · inbound

Representational Harms in LLM-Generated Narratives Against Global Majority Nationalities cites this paper.

Representational Harms in LLM-Generated Narratives Against Global Majority Nationalities BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T11:45:58.139592Z digest=sha256:d2efba8764dfd4e5fdee82f4c549cd077166a3797082ecba0d2afb7140ed2e14

Observation e1e65bc5-efd9-4e6c-bd8a-b5997f25675f · inbound

Social Bias in LLM-Generated Code: Benchmark and Mitigation cites this paper.

Social Bias in LLM-Generated Code: Benchmark and Mitigation BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 154

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T19:34:51.433422Z digest=sha256:77dc44d2044da59fe87445355afc470e99124864ca4a45b6717bb755269c8318

Observation 844ba86d-f80a-452a-a49b-286dad87348d · inbound

Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks cites this paper.

Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-12T05:28:45.453455Z digest=sha256:5e3c4ba11ad17e2067e66aa951840e916c5b4198e10257a7cbf51cf66bfa1b82

Observation 6cbd78f2-4ac1-48af-9f97-6e5d27730cbd · inbound

In-Situ Behavioral Evaluation for LLM Fairness, Not Standardized-Test Scores cites this paper.

In-Situ Behavioral Evaluation for LLM Fairness, Not Standardized-Test Scores BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-16T19:55:11.638110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T21:31:14.913156Z digest=sha256:5964566bdeb5ed8c955e66f582b60f6fde264346c5295b95e96c437085813636

Observation dafc4d39-80e5-4eb5-a371-26466f66dbd4 · inbound

SafetyRepro: Configuration-Conditional Rank Instability on Alignment Benchmarks cites this paper.

SafetyRepro: Configuration-Conditional Rank Instability on Alignment Benchmarks BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-06-29T22:54:00.962190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-29T22:50:48.263600Z digest=sha256:17583c8f548b2fafe3245b4476ebfa424e431b787ad2ec394a6105b29dbcf834

Observation 81d6dd0b-aa44-4448-9318-e9ba8326e181 · inbound

Steering LLM Viewpoints through Fabricated Evidence Injection cites this paper.

Steering LLM Viewpoints through Fabricated Evidence Injection BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-07-02T14:17:02.777573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-28T00:36:32.258208Z digest=sha256:d0943aeee099adf7156ddbb5fe85b6d2de7dbe48ee83682a7b39f0089bca5a12

Observation 47efa72f-013d-4d5b-ba1b-1005df042f59 · inbound

AgentFairBench: Do LLM Agents Discriminate When They Act? cites this paper.

AgentFairBench: Do LLM Agents Discriminate When They Act? BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-03T17:38:44.468165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T03:53:38.554457Z digest=sha256:3d123658cf45782247ff048dd84ba1af55ca2cab373a950427b52e0cfbd453a7

Observation fd477357-fd9b-4e02-a4d9-0598e35574c9 · inbound

RepSelect: Robust LLM Unlearning via Representation Selectivity cites this paper.

RepSelect: Robust LLM Unlearning via Representation Selectivity BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-07-03T17:58:47.251596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T03:34:32.388152Z digest=sha256:2a1265a1f2d1fb220d4fd6d1e0610341024b9420c75f1cec7810b9b72e3d21ef

Observation 222b8692-bf42-4fad-96b3-b4ff81fa0096 · inbound

A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation cites this paper.

A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 85

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T19:50:11.114313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-25T20:58:53.119386Z digest=sha256:d99cf3b3d741600fa718313229740dd8b22d0473cc7c84dd716d5ac5db266d66

Observation 865b7f39-a77e-4e37-83d0-ec31eca0b296 · inbound

A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation cites this paper.

A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-02T10:16:45.615953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:16:45.615953Z digest=sha256:b5de728da22318ffb7338973ddb38fb77f9b50371ce8ac76839cd2a1ffaa9b90

Observation b7b0ee3b-373c-4f4a-9113-c63607c4890d · inbound

Domyn-Small: A European 10B Reasoning Language Model cites this paper.

Domyn-Small: A European 10B Reasoning Language Model BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-02T14:07:58.834415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T14:07:58.834415Z digest=sha256:ac8a7dae0f7246662593eb033b690ee1025d37e8b383e14ac6445b05077c7f71

Observation 2a7d4085-942d-4811-a70d-16f853adca04 · inbound

How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift cites this paper.

How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-02T07:44:10.724281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:44:10.724281Z digest=sha256:54893471733095fba760eb71e368a3ed0205dce352cca3c16807202ed50d2d2e

Observation 16c6a671-e179-469e-9458-f10409614404 · inbound

Symphony of Bias: Exploring Gender Associations with Musical Instruments in Multimodal LLMs cites this paper.

Symphony of Bias: Exploring Gender Associations with Musical Instruments in Multimodal LLMs BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T17:37:53.647810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:37:53.647810Z digest=sha256:e2bd175ff7c113ecf688ef3d79ebb1a334b3eb95f6fe3a1ec5e70453dd2348ac

Observation 8e02feda-2224-4102-9c7d-1adcd77dbcc8 · inbound

Fairness Pruning: Locating Demographic Bias in GLU-MLP Layers via Differential Activations cites this paper.

Fairness Pruning: Locating Demographic Bias in GLU-MLP Layers via Differential Activations BBQ: A Hand-Built Bias Benchmark for Question Answering

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-31T11:25:39.434727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T11:25:39.434727Z digest=sha256:3e6e2d8823bb91313feeabfe21d460dd46b747e906e93317b06b570442e9f2ed