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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 17 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 2026-08-17T06:30:58.91139+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=sha256:22bad759e52ff7ba334a2ffeae43f42309e8d6686ab8c3c178a613578c85f293

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

Resolution
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=sha256:267fb3b802b8bb05bf27348b2de75c6b496dbd651481ab7ae83e21225decbe4f

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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:56.480421Z digest=sha256:fec5330e6fca589fbebd14826daeb4e15f1d4f6a21e4fb0ac203f70c14d9b6c9

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=sha256:624f35067b8dae5d6f660e37d1cbe0f6e291434848576702777b01ccbb1c593d

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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:56.850092Z digest=sha256:8177ea03a7340e179aa2908cb0b979b6ce7ab123c528c47b65bffe082c2e5f20

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=sha256:04e3dc03de30621dc48813fde2a315e3b97a4de65afdd1e21d396c370d30ed74

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.105147Z digest=sha256:fcdee0f3c03b1d7914aaf9415264e71a6930d3915a6de57ca8e120f81eddbb27

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:fd9b6b5f3e32d9e65756d2dd3a8e11638f1109c6576ae566d6cab93e06dc576e

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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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=sha256:7ff33aa6f2a58e1ac38c57d391526218497bb1665af84af14b6d7bf2731fc894

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.465307Z digest=sha256:1e84890a5c975184f3c591b5de5fa953a34edbd17f1808839f34c63ede4b138c

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:57.566537Z digest=sha256:0afd8c088a15e7addc29253ce6d37a4288c923e14216c3faa5c1d05cbdd32388

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=sha256:11650bd26ecb125e4a74d7294e041773a112922fde92679c043f70066a9bc437

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
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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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:59:57.846581Z digest=sha256:930b0bdf2b227fde0f4349f9f681de9d48104edcc3918df0354f9381ddeb6d0e

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=sha256:49d1fe8d908b9472e81401dcef1beace1f6723e488b9ff415daecce37d027177

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:b74148e418329f71ce07f8cc5cdd5e46d0f5bdeb21b7214c1c14c64af33d20b1

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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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.

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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.

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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

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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.

source=arxiv_source observed=2026-08-06T23:59:58.826562Z digest=sha256:fe460866e2cfab0f92d40497cd00f5708c68e48e3d9ed81a913040a51c1629a0

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=sha256:0b1b21c60891b994afe6d111488719109bf6c76b4451f7075c752c61a91d6904

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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:f7dd956296f4b7f9178bc252f82ffd8882b465bc28c45c54c45b8958f3112f7a

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.

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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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.628522Z digest=sha256:e6f64be1117e1674d9d8132bf4c3ba4acef52ad0b46d3dbf97a036e70bd8fe38

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=sha256:619165788ace5ee623882f559a8b3749f5df2621191c71cfad14beacaaa2f744

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=sha256:1a04e1afb723e4179ea3b061d62e42693ae3f1e836665ae7294905d216fbf740

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.807455Z digest=sha256:3a01554e0ec3181f7d3eaf700ac278a677ba6c8b8fb3aa8644c78985c60977db

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.898696Z digest=sha256:3a9be28604d1e7a661ad9deb1463296e9e37e3b42d07ea9af2c8f7beb88582cb

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T23:59:59.966783Z digest=sha256:54773517abe1379114dd4bd9f9154bda4a4bba8058bba3ffee7c379be503e0e5

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=sha256:3ba7dd8cd2deb5cef362d2fc8c55ac9923b33f11d4970efe0df34e9fbf14a2a2

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=sha256:243d273c172a538fedd8934903020cbb12de4ceeba59725e62410b3de02bef38

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-07T00:00:00.265207Z digest=sha256:f1d402545b39c77523d8015225d89e710fa78e87328f9695a398603873abf0bf

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:c8a05f33e9a17f7cd08fad340ad6c9803bfec189723776472097721aed4538c6

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:fbcb123495674a0ec3533d4cb15388ef7a98f3627c612ada5195710b9bfad2ca

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:e93cc972142daa7971066e1aa123ed1bbcfa15e1a66ad1f75f09aaae286a5753

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=sha256:57c9b454b77a0d502635d9fc6da002d845faa6d57b2630fb73ca98aa0bec31a2

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=sha256:3b797445e50e4a8aed5e41a59c61065eef8d383b698ef0d12a26ef37b4420685

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:d691cfbe3ed226be9c8532390f8bd0aebd65d4738b02d2d5cd2d3f1a6b2aab08

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=sha256:49df6b9b57544887f734a7b89142331512041876193bbd1edfaac55e5d9efeb2

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=sha256:50b0d10cf37e40ec936cea0fd848a86b1416d2705e0d27cc494463f1bbe92a62

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-07T00:00:01.301171Z digest=sha256:a94235a3f6e1b084924393d781576f55ffbebb42d9cf7d4097f9d1f92a66485d

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:d0f5beb8d4dbed694e502ce573216eb473d041e9c339382ae93b0332629f44e1

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:b4ffa7da7125c15aebd3b0ba59ef64985b64576e9020d7baacc82cc67d4e362c

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=sha256:8aec20a6ac8e0d8eca04f87bded07da50b53fe0c1187671d695acf7c2094698d

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:e856e175d742caef4e564518c17899ed9f7530c6e3d876fbfe8b0a2846e9b4e5

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=sha256:1335661f6e6de2594c5b034c29bbcbc1893a5e02c31e480972c6782c4fff5a52

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-07T00:00:02.053309Z digest=sha256:734543a987f4c25238c9b4234f423a17b2516ea7f3be14aa2a42a405f92fafb9

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:bcddd1eea52a5c0a425524718e77e09c85e61ba571afc6bee3b2a15251db56fd

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:bff48909a81e5ade283ee1aa94508d1bf2e32617d0131d4dc2e00a50f1b4c828

Pith citing papers

No inbound Pith citation observations are available.