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Paper Citation Record · LEDGER

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models

As of 20 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2506.15568.

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

pith.paper-citation-record.v1
2506.15568 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:00:02.260161Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

59 of 59 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be9717c9-839c-4ae5-8512-75d6f1dcd9a6 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:56.379125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:56.379125Z digest=sha256:59ca627b805e14676318136cc2bc142dae1df83a934ac2e51d7a1527851dd723

Observation 52133d6a-8a74-4fcc-9a06-84f6abdad478 · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Yi: Open Foundation Models by 01.AI

Reference 2

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unresolved
no resolver link, observed 2026-08-06T23:59:56.453372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:56.453372Z digest=sha256:187cf9392764a89b5abb57cda1ec8afc56f48556e5820eb889cf6601623d359a

Observation b7941b5c-d98c-401b-9b27-da7b9c856b0d · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:07.609315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8f0dd50f-9097-4245-9b7b-ea387f5b19d6 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:07.364735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:56.480421Z digest=sha256:4d734ec38794715142c2702e4ffceaea01e80c42271b05d8384281d00ebd75fa

Observation de725d07-9495-43f9-9d15-3204a541d46c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:56.602508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:56.602508Z digest=sha256:f294c09ade1c25bad253f04d49f86e5e18ac2b1a877fa0a7f6c54b3db956235e

Observation 20d5989b-eb59-4e8a-91ca-769f710900c6 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:07.104822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation dd2dfb7c-7ae0-49ea-a4a8-447218c4a30c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-07T00:00:02.614172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c79eff67-81f8-4deb-8af9-ab68d9b9d5fb · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:56.937134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:56.937134Z digest=sha256:1b802856782c52944deb957655d381971f5f67821768ed7a7a78dc543941a87a

Observation cf713317-214e-4769-a098-1b0e3b09dc5f · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:06.901234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.105147Z digest=sha256:d5e15c1cc1bd37b5bb0dee55eaabc743b090f5313b2148413e23a2b62a249396

Observation 1465f844-3dae-4aa8-8b16-b7bbb8facc7a · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:57.199280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:57.199280Z digest=sha256:30dcfda956357d82ebb431a587a171c3c6c80bd9fa5052047406c01d793390d7

Observation f842d860-e046-488a-a7fe-e01eb6bac30c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:06.632177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.317325Z digest=sha256:33688fe0a2d40912ac95c71897b24b62ddc8d6a8615c97193eb7eb6aee1c97bf

Observation 19b3f83d-7189-48e9-8f35-7576863a21e3 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Training Verifiers to Solve Math Word Problems

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:57.399909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:57.399909Z digest=sha256:1578c0b59699d0d2910647dc25d230665e6d8a6466a8571513010a85e7b459c5

Observation 5cbfed0b-6ceb-4113-b170-37598b70185e · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:06.409274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.465307Z digest=sha256:a14a13a74538ff7f4e080e793951fbe5d91aec3394f33dae30250b3fe84a6a25

Observation f0b8795e-d93d-4b3d-b826-ccd84e912d8a · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:06.034754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.566537Z digest=sha256:3f4dae4b0514bb9302ed265b9f94795137c713f4d4066ea304d7fc9faffdf371

Observation a25d7c0e-7467-48d4-b2b9-01c486026692 · outbound

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

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:57.654777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:57.654777Z digest=sha256:fa9a6b8136980f914d273c46a279457166bce717526fd9e8fad45cb63e8ff477

Observation d856a087-3f04-448a-bd77-b0800510edd3 · outbound

This paper cites DeepSeek-V3 Technical Report.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models DeepSeek-V3 Technical Report

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:57.753558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d7cedcc2-6cc4-4fd2-8148-b9b79dc1722a · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:57.846581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:57.846581Z digest=sha256:42b346a1b9b7e2c747cd5948a914940d46bdb8f8fafe2881012e47414d9f75b6

Observation 206d3259-edb5-440b-9ab5-baaa7e029153 · outbound

This paper cites o rklund, and Henrik Bj\.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models o rklund, and Henrik Bj\

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:57.973308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:57.973308Z digest=sha256:5639f2a5dde748f75189abc26ae69aaa007cd9970306093a3fe62224a9b6f41a

Observation a9e3678b-4cdf-472a-9609-8dc179339c84 · outbound

This paper cites Disclosure and Mitigation of Gender Bias in LLMs.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Disclosure and Mitigation of Gender Bias in LLMs

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:58.058321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:58.058321Z digest=sha256:ba464e458df566944721623ab34b009b8d5a055aced17244c703525ab4e4e48d

Observation 277e7893-0254-47f9-9ee0-c299d2ede2ce · outbound

This paper cites The Llama 3 Herd of Models.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models The Llama 3 Herd of Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:58.148399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:58.148399Z digest=sha256:2cb22013d1af47e14addb5b58faffc6462b602a044dc8856c5a9da7e33618d0b

Observation bb8f1fe4-f912-4c98-9f97-7554b2562d9d · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:58.210620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:58.210620Z digest=sha256:f949b9ae0d85720f9081b109f91d93f31de0f399c9816ccc4702f4c2cf0b989c

Observation 3729a1de-12ae-45ec-8988-e28b3621fc8d · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 22

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unresolved
no resolver link, observed 2026-08-06T23:59:58.320895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:58.320895Z digest=sha256:becd75c41ef2f0144f83ca0d7cfc25d49881eb48693039a0a2624f3edb974f89

Observation 1607b1bb-0ecb-402b-93d6-7732ad87745d · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 23

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:58.494749Z digest=sha256:60b215475b1b259f1084d307dbbec1cfe2a786a838024008e9748eba28013242

Observation 8b222799-b364-4f02-870e-5eb566c1ce8c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:05.766522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f23f0815-0f52-4347-a654-7a2f7bc52a7b · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:05.584752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d89ef086-56db-4e99-a52c-d0a6e9d13309 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:58.826562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fbd015ee-d749-4e12-acc2-5a7dfeaaba09 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:58.888089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:58.888089Z digest=sha256:fbb403aa22b3ea9179c1dfd439061803a4ebd421e06f6868a05577a7006749f4

Observation a4b46e6e-cda5-4102-88f8-2a94cea31c23 · outbound

This paper cites Hutto and Eric Gilbert.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Hutto and Eric Gilbert

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:59.024822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:59.024822Z digest=sha256:727dce928091cfb71c8c567d103e3618fbdf657fd3db75c98606aac98469c7f8

Observation c4b7809f-2318-42fc-ac20-35d9fa25d4b9 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:59.158467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:59.158467Z digest=sha256:fc7664e1ea7ccfcba983e9e088c4dec9751ea392626788849d25a5bebc7746ff

Observation 8084881a-7f12-4908-bff8-77b23de4ee83 · outbound

This paper cites Mistral 7B.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Mistral 7B

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:59.300757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:59.300757Z digest=sha256:6c2098d559bea362f6828e6c5267a8215f64c6e792d349a89b3ac8db20f7f2e9

Observation d1289fb2-e422-4432-aad0-865954b8c1ad · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:05.285457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6e34b1a6-f01d-4394-8c4d-bdf14addf536 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:05.079372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.449184Z digest=sha256:3c4f68a079be3244408c453366cfe3cc7c3d1122bcfd2fb92d7e7932f4b14a30

Observation 3d7c8d04-2a95-4629-807a-841b839c5df1 · outbound

This paper cites Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Causally Testing Gender Bias in LLMs: A Case Study on Occupational Bias

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:00:03.168086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.561015Z digest=sha256:3e7fd5d76d95d7770dff944a6cec73f8417702c10d5578be7ea2755dd0ce3d33

Observation d66f0dae-0852-486e-956b-8a1db74c330c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:04.815973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.628522Z digest=sha256:278db251348c833a186dd8502a946e166184c1cc3c288ba00feb0184101162d2

Observation 62b87ba3-d783-4e0b-97db-e2f58ce6fc35 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:59.693139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:59.693139Z digest=sha256:c2dd419b1d6b06cbfa0bd146e573254f23a90b87ea63f5aa941926d69779db99

Observation d2150850-aad4-4d11-807c-e968f953e82c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:59.749564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:59.749564Z digest=sha256:dcc13336a9c681c3a6ea32978725ea177630d31e81d628b483caf77985375e67

Observation 8a395606-0efe-44ec-894a-87e762554d92 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:04.634467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.807455Z digest=sha256:95acbe059148f2c0bfbae7451876c77039d05cf5fc704c17ec2282180e3552f1

Observation 2f106e0b-bc3c-47ad-9dc1-71fd422c4f9e · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:04.447305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.898696Z digest=sha256:6da4fdcef1a3559b5bbe2205d2a76dc8aedc505ae4f3864d447ea9254103b67f

Observation cab0944b-3837-4249-aac1-27bd5962f3e9 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:04.238710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.966783Z digest=sha256:b9c7648fa5a65b0e44638e4aa280164d50f2fb3e7379d1cdf5c16417a63fa34d

Observation aa7f52f0-fa6e-46b0-ae7d-d82d5abee131 · outbound

This paper cites GPT-4 Technical Report.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models GPT-4 Technical Report

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.082576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.082576Z digest=sha256:eff0fe936629fac087b49add3c87ffb012af4fadd2d9be067f8facada522a0dd

Observation e3b57157-db4b-4638-8cfa-60f3354e3125 · outbound

This paper cites i’m fully who i am.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models i’m fully who i am

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.190070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.190070Z digest=sha256:a7c96c2748539e7ba75a5f2b1ddffd0666e3e6eb1a72376acb910404d471128f

Observation 54cabbf0-2f19-41e6-91c8-3e03020bc269 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:04.054552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T00:00:00.265207Z digest=sha256:1fd7a329692503a9608efd6ddb34994e191eb2584018a0ea42f07f3ea76ae982

Observation 191a7249-34dd-4ae4-8bbf-256b3e23f9c4 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.394025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.394025Z digest=sha256:5f3561e928c4420f067b675aedebc6b7097fa8ba10744f0a30a082833be59515

Observation fe2e0a61-8f67-4708-a65e-9ac59cc23592 · outbound

This paper cites Smith, and Luke Zettlemoyer.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Smith, and Luke Zettlemoyer

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.514752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.514752Z digest=sha256:947381ad86bb88b55710d8335d928b87de950adf5612fe3f0456463e47ef9a66

Observation 9d96cdfc-4aec-4713-8e60-5e703a1b793a · outbound

This paper cites A Survey on Gender Bias in Natural Language Processing.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models A Survey on Gender Bias in Natural Language Processing

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.624141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.624141Z digest=sha256:6319e3f0f8487ba9a0b10496e22997424e2853db4167a932cbd8615c223b72e2

Observation ec3d36b0-8b27-47ba-8267-cae7edbf335c · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.710460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.710460Z digest=sha256:7570ed984813d1caf51c83ba8cdddbd537b10323f97a4bde440da3eeda746b92

Observation 3eaf8e53-b087-441a-8dc0-7bca50c7a704 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.840966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.840966Z digest=sha256:d42c3d4bb8afb97077d1e48be46b4bfe1d320ca5fdaf814c561e4caeaa2791f9

Observation ad63aea0-841e-43ac-ab3e-00befd3a7a06 · outbound

This paper cites Gemma 3 Technical Report.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Gemma 3 Technical Report

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:00.902758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:00.902758Z digest=sha256:b2aac4fead1a603f8e82037daf4c152928212eabfd3e8c9b7a807622f40bc26e

Observation 92aeec5b-0224-43f7-a7e6-dc617c07646b · outbound

This paper cites McKee, Jackie Kay, and Shakir Mohamed.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models McKee, Jackie Kay, and Shakir Mohamed

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.078219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.078219Z digest=sha256:a9b7c0d2c19aa1dc28629caec5a452ea46ef09073e1b7b1a884b404fc9055e76

Observation 7dcaab48-7eae-4aae-8fc9-2df4cfa301e3 · outbound

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

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.214229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.214229Z digest=sha256:068596a7aeb337afed5d444bf75eba0d6bf41aa8fb3e304ac13be3ccd47b9fef

Observation 9f864366-60c8-40c5-ba05-112b6282f375 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:00:03.883698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T00:00:01.301171Z digest=sha256:7085f28f0f9a9aa4701a0867e41816cc80318461974aed45c4f17abd5f638d7e

Observation 55d56c35-75fa-4b28-8a55-8a2372c3c343 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.387428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.387428Z digest=sha256:b726ac56dd6f12b06f58bb94d4c20ecda08ac1b85ab52d6aff7fc1f246c0e401

Observation fc0e3af3-7c7f-4b82-9b9c-decd66afe027 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.506656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.506656Z digest=sha256:9815d9cd884fdfa95b20ef20c5c042eec9bf5cbfa3ec6a23dda6707893930677

Observation d74f97cd-a04d-4ee2-9952-00d8e06e9934 · outbound

This paper cites Qwen3 Technical Report.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Qwen3 Technical Report

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.666418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.666418Z digest=sha256:ad54ff0cddf8b0411aa6be857d9d4f458f1e2ccc70074f19b8de074207ebdebf

Observation 27eab762-bb83-4a56-bd27-c27eb9abb175 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.797011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.797011Z digest=sha256:4908b7e0bc4674504c4359f45a2a7f99a182f00e9969b11eb34a091f1d920837

Observation 015c203d-7445-444c-b4b7-f5bb7e5cfa74 · outbound

This paper cites an unresolved cited work.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:01.894190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:01.894190Z digest=sha256:b6af1f1fde45d4662be11050d1988957615a26ccd9b659e6f6280b8c14118072

Observation f14c790f-7337-4b31-a7cc-999a7d4daac7 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models Xing, Hao Zhang, Joseph E

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:00:03.694154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T00:00:02.053309Z digest=sha256:270b9314b0f33cef02b48c684705266a1eb28f70ef40ada8c607a79adc2b8cb4

Observation 2d0ca107-b4cb-4c19-81a7-f681daabeccc · outbound

This paper cites online" 'onlinestring :=.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models online" 'onlinestring :=

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:02.152943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:02.152943Z digest=sha256:82e520debb8d225d5ed142146e51679689792e31b86f8216c838c67f95f519d7

Observation 23a8a6ef-20b1-4b85-ac41-bd0b7c692e64 · outbound

This paper cites write newline.

Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models write newline

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T00:00:02.260161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:00:02.260161Z digest=sha256:804b568265657667417e46bc4057f73b4bf6042c7e887adb7bf4dc7ce78892fe

Pith citing papers

No inbound Pith citation observations are available.