Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts | Paper Citation Record

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This paper cites Bridging the AI Governance Divide.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Bridging the AI Governance Divide

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This paper cites When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

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This paper cites I.; Nenkova, A.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts I.; Nenkova, A

Reference 3

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This paper cites J.; Narayanan, A.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts J.; Narayanan, A

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

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

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts StereoSet: Measuring stereotypical bias in pretrained language models

Reference 6

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This paper cites I’m sorry to hear that.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts I’m sorry to hear that

Reference 7

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This paper cites BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation

Reference 8

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This paper cites M.; Curry, A.; Cercas Curry, A.; Abercrombie, G.; Hovy, D.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts M.; Curry, A.; Cercas Curry, A.; Abercrombie, G.; Hovy, D

Reference 9

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This paper cites Global Voices, Local Biases: Socio-Cultural Prejudices across Languages.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Global Voices, Local Biases: Socio-Cultural Prejudices across Languages

Reference 10

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This paper cites Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection

Reference 11

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Observation 3b1ec6a4-d5a6-4f0a-82be-4d3241ff74a3 · outbound

This paper cites https://www.ohchr.org/en/press-releases/2014/06/marginalized- groups-un-human-rights-expert-calls-end-relegation, 2014.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.ohchr.org/en/press-releases/2014/06/marginalized- groups-un-human-rights-expert-calls-end-relegation, 2014

Reference 12

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

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Reference 13

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This paper cites Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals

Reference 14

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This paper cites R.; Katsigiannis, S.; Ramzan, N.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts R.; Katsigiannis, S.; Ramzan, N

Reference 15

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This paper cites I’m fully who I am.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts I’m fully who I am

Reference 16

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This paper cites QueerBench: Quantifying Discrimination in Language Models Toward Queer Identities.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts QueerBench: Quantifying Discrimination in Language Models Toward Queer Identities

Reference 17

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Observation 50246be2-434f-478a-ab4d-a6d15d6fbcb6 · outbound

This paper cites Detecting and Mitigating LGBTQIA+ Bias in Large Norwegian Language Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Detecting and Mitigating LGBTQIA+ Bias in Large Norwegian Language Models

Reference 18

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This paper cites Colonial Impulse.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Colonial Impulse

Reference 19

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This paper cites R.; Kulkarni, P.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts R.; Kulkarni, P

Reference 20

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This paper cites Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Bias Against 93 Stigmatized Groups in Masked Language Models and Downstream Sentiment Classification Tasks

Reference 21

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 22

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This paper cites Probing Toxic Content in Large Pre-Trained Language Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Probing Toxic Content in Large Pre-Trained Language Models

Reference 23

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This paper cites Bias does not equal bias: A socio-technical typology of bias in data-based algorithmic systems.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Bias does not equal bias: A socio-technical typology of bias in data-based algorithmic systems

Reference 24

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This paper cites Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services

Reference 25

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This paper cites Large Language Model Instruction Following: A Survey of Progresses and Challenges.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Large Language Model Instruction Following: A Survey of Progresses and Challenges

Reference 26

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts L.; Lopez, G.; Olteanu, A.; Sim, R.; Wallach, H

Reference 29

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 30

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts S.; Taylor, S.; Thomas, C.; Weller, J

Reference 31

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 32

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Intergroup bias in third-party punishment stems from both ingroup favoritism and outgroup discrimination

Reference 33

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This paper cites Under the Radar or Into the Spotlight: How Does Social Presence Affect Minorities in Virtual Groups? SIGMIS Database 2024, 55, 98–119.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Under the Radar or Into the Spotlight: How Does Social Presence Affect Minorities in Virtual Groups? SIGMIS Database 2024, 55, 98–119

Reference 34

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts The concept of minority for the study of culture

Reference 35

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This paper cites https://emergency.unhcr.org/protection/persons-risk/minorities-and-indigenous-peoples, 2024.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://emergency.unhcr.org/protection/persons-risk/minorities-and-indigenous-peoples, 2024

Reference 36

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This paper cites https://minorityrights.org/ngo-declaration-on-the- framework-convention-for-the-protection-of-national-minorities/, 2008.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://minorityrights.org/ngo-declaration-on-the- framework-convention-for-the-protection-of-national-minorities/, 2008

Reference 37

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Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 38

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This paper cites https://minorityrights.org/world-map/, 2023.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://minorityrights.org/world-map/, 2023

Reference 39

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This paper cites The Alawi capture of power in Syria.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts The Alawi capture of power in Syria

Reference 40

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This paper cites https://www.hrw.org/news/2013/06/27/egypt-lynching-shia-follows-months-hate-speech, 2013.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.hrw.org/news/2013/06/27/egypt-lynching-shia-follows-months-hate-speech, 2013

Reference 41

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This paper cites HONEST: Measuring Hurtful Sentence Completion in Language Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts HONEST: Measuring Hurtful Sentence Completion in Language Models

Reference 42

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This paper cites https://minorityrights.org/country/germany/, 2020.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://minorityrights.org/country/germany/, 2020

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.463604Z

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This paper cites https://reporting.unhcr.org/donors/germany, 2024.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://reporting.unhcr.org/donors/germany, 2024

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.422697Z

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Observation a7137e51-c3a4-4644-84ab-737d2fc9a812 · outbound

This paper cites https://www.antidiskriminierungsstelle.de/SharedDocs/forschungsprojekte/EN/Studie_ DiskrRisiken_fuer_Gefluechtete_en.html, 2016.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.antidiskriminierungsstelle.de/SharedDocs/forschungsprojekte/EN/Studie_ DiskrRisiken_fuer_Gefluechtete_en.html, 2016

Reference 45

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This paper cites https://www.amnesty.org/en/what-we-do/discrimination/lgbti-rights/, 2022.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.amnesty.org/en/what-we-do/discrimination/lgbti-rights/, 2022

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.348531Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89f28ee8-fb1a-4c7f-bc88-f7893e3cd271 · outbound

This paper cites an unresolved cited work.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:28:09.301773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65df7005-181d-4493-ae06-fcda4f762fc5 · outbound

This paper cites https://www.unicef.org/kosovoprogramme/ press-releases/worlds-nearly-240-million-children-living-disabilities-are-being-denied-basic-rights, 2021.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.unicef.org/kosovoprogramme/ press-releases/worlds-nearly-240-million-children-living-disabilities-are-being-denied-basic-rights, 2021

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.269604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b77f5f2f-d597-4d89-a8c7-af2fbbe3bb82 · outbound

This paper cites an unresolved cited work.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:28:09.230809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 114646d0-0f36-488f-88a5-1bd632d80813 · outbound

This paper cites https://ar.wikipedia.org/wiki/ØĺÙĹØğØĺØľ:ÙĚØňØłÙĚØź_ØğÙĎÙĚÙŁÙĚ, 2023.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://ar.wikipedia.org/wiki/ØĺÙĹØğØĺØľ:ÙĚØňØłÙĚØź_ØğÙĎÙĚÙŁÙĚ, 2023

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.196774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 664e6515-f360-44e8-b0f5-73357bb07e24 · outbound

This paper cites https://queer-lexikon.net/lexikon/, 2024.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://queer-lexikon.net/lexikon/, 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.138945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21c2e3a1-32a6-4064-a1fd-fee4bbe0ed69 · outbound

This paper cites https://www.gov.uk/government/publications/inclusive-communication/ inclusive-language-words-to-use-and-avoid-when-writing-about-disability, 2021.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.gov.uk/government/publications/inclusive-communication/ inclusive-language-words-to-use-and-avoid-when-writing-about-disability, 2021

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.104969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45af061c-6aa6-44f2-aca6-7f8a2c6a7d0f · outbound

This paper cites Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.073071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c6be4caf-1d88-426d-a63e-8671b5f89662 · outbound

This paper cites Hate Personified: Investigating the role of LLMs in content moderation.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Hate Personified: Investigating the role of LLMs in content moderation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:09.038318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7e9fa099-2463-4dfb-9857-357c0d48dbf4 · outbound

This paper cites Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.277169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb0c2910-0348-407a-b4d0-0777a0cbf308 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Scaling Instruction-Finetuned Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.309735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1e7ace-f9c7-4300-808d-32b7998eaa57 · outbound

This paper cites Crosslingual Generalization through Multitask Finetuning.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Crosslingual Generalization through Multitask Finetuning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.324482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d197601-bf69-45ae-a649-8c371c42ebb8 · outbound

This paper cites CEUR Workshop proceedings.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts CEUR Workshop proceedings

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.997606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1ca729ae-f3c5-42ec-afe2-1a5e1fd728df · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.345607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99153a25-73bf-445a-815c-421ccd66efa1 · outbound

This paper cites The Llama 3 Herd of Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts The Llama 3 Herd of Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.361181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa036a54-5a8e-4e73-bb87-0abd813db453 · outbound

This paper cites GPT-4 Technical Report.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts GPT-4 Technical Report

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.382104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4a57235-772c-4909-aaaf-c633f127ba89 · outbound

This paper cites an unresolved cited work.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:28:08.953678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a2b59dea-870a-4567-b249-87d73ef5ad04 · outbound

This paper cites Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.404287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dadbeecf-75a9-4b74-841e-b42ae7aa6481 · outbound

This paper cites LL\"aMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts LL\"aMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.411686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00d89dd2-5678-49ed-b726-7d95793a3fc2 · outbound

This paper cites LEOLM: IGNITING GERMAN-LANGUAGE LLM RESEARCH.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts LEOLM: IGNITING GERMAN-LANGUAGE LLM RESEARCH

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.914759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5bff2d53-83e5-4c77-beb1-4b91f0fc9333 · outbound

This paper cites AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.873603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eebd6f5f-7c90-4ada-a4ac-f7b5d5a9a39b · outbound

This paper cites Arabic-ALBERT.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Arabic-ALBERT

Reference 68

Resolution: verified exact; doi, observed 2026-08-16T12:28:07.033852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2d110d4d-8504-4f89-8a7a-ce8434d910ff · outbound

This paper cites AraBERT: Transformer-based Model for Arabic Language Understanding.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts AraBERT: Transformer-based Model for Arabic Language Understanding

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.842230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89a782db-fe90-446a-8672-dc595374dc2c · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unsupervised Cross-lingual Representation Learning at Scale

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.812330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0b1b24c1-1a8e-4ee3-b5d0-90d913fe16de · outbound

This paper cites A.; Ardeshna, B.; Bhatt, D.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts A.; Ardeshna, B.; Bhatt, D

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.769123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fdd35104-545e-4c62-8b13-5ff6ae26b8a7 · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.735060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0fba91a1-b07d-4756-9ec1-ddf6ba457ed5 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.691988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0cc1fe5-bab9-4cba-9787-2e1a1434dc9a · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.635903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba05b307-38ec-4b41-84d1-a7c6542ad3dd · outbound

This paper cites O.; Rossi, R.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts O.; Rossi, R

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.593735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8081839c-b82a-4739-9513-f70c3341347e · outbound

This paper cites Evaluation of African American Language Bias in Natural Language Generation.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Evaluation of African American Language Bias in Natural Language Generation

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.564021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e50918ee-8fe1-4e7f-bb32-d666f016dd0b · outbound

This paper cites R.; Jurafsky, D.; Goel, S.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts R.; Jurafsky, D.; Goel, S

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.529623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1dd4f01c-343c-405b-ab96-20d485cec84c · outbound

This paper cites D.; Howell, N.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts D.; Howell, N

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.490015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9e41d4f6-d651-4103-9396-c23a95310323 · outbound

This paper cites Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.650619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdcc44c-2ed8-412f-ad3f-735229d9bf3c · outbound

This paper cites OSIAN: Open Source International Arabic News Corpus - Preparation and Integration into the CLARIN-infrastructure.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts OSIAN: Open Source International Arabic News Corpus - Preparation and Integration into the CLARIN-infrastructure

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.451406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b08d2c14-0b24-43fd-96ae-d66d9a9bae75 · outbound

This paper cites 1.5 billion words Arabic Corpus.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts 1.5 billion words Arabic Corpus

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-16T12:28:06.676609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af41c204-426a-40d5-87d1-8d0c9966c876 · outbound

This paper cites https://www.internetsociety.org/resources/doc/2020/middle-east-north-africa- internet-infrastructure-report/, 2020.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.internetsociety.org/resources/doc/2020/middle-east-north-africa- internet-infrastructure-report/, 2020

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.412336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a9b2317-8736-42ff-bdcd-adf4a530d11d · outbound

This paper cites https://www.internetsociety.org/resources/doc/2024/connectivity-in-the-middle-east-and- north-africa/, 2024.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://www.internetsociety.org/resources/doc/2024/connectivity-in-the-middle-east-and- north-africa/, 2024

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.384219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc758ea1-dd22-42c6-8a10-ab67b1ae9368 · outbound

This paper cites The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.345469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a96a166a-0db1-44ff-93d2-32e601ad67f4 · outbound

This paper cites The Limitations of Humanity: Differential Refugee Treatment in the EU.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts The Limitations of Humanity: Differential Refugee Treatment in the EU

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.306746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 86273d6b-2e7d-42a2-8f31-b0a7bfab3224 · outbound

This paper cites Systematic limitations on the integration of Syrian refugees in Egypt and its impact on mental health and well- being.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Systematic limitations on the integration of Syrian refugees in Egypt and its impact on mental health and well- being

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.266376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5bc0811f-8b2d-4730-8191-67f1150c9ef2 · outbound

This paper cites Sub-Saharan migrants in Egypt subject to increasing abuse and violence.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Sub-Saharan migrants in Egypt subject to increasing abuse and violence

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.229550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 266dd3bc-8c8a-47f2-9621-0377d6e960a9 · outbound

This paper cites an unresolved cited work.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:28:08.186584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6ee036a-dcd8-47f1-aab1-a19e262ea74e · outbound

This paper cites The Construction of Arabs as Enemies: Post-September 11 Discourse of George W.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts The Construction of Arabs as Enemies: Post-September 11 Discourse of George W

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.153021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6a397d45-b92c-4483-a791-3075d1ee166f · outbound

This paper cites In Media - Migration - Integration ; Geißler, R., Pöttker, H., Eds.; transcript Verlag: Bielefeld, 2009; pp 181–212.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts In Media - Migration - Integration ; Geißler, R., Pöttker, H., Eds.; transcript Verlag: Bielefeld, 2009; pp 181–212

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.104173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b1740c44-0e32-4058-a8d1-2a7ff4048472 · outbound

This paper cites J.; Ritter, A.; Xu, W.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts J.; Ritter, A.; Xu, W

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.065893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a44302da-e500-4594-8ed4-e8338f47e263 · outbound

This paper cites Deteriorated economy forces Egyptians to endure ‘slavery’, maltreatment in Saudi Arabia and Kuwait.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Deteriorated economy forces Egyptians to endure ‘slavery’, maltreatment in Saudi Arabia and Kuwait

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:08.027700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e93ab91-c5fe-4692-a03c-cf37dff341df · outbound

This paper cites Government restrictions on religion.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Government restrictions on religion

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:07.986173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc927a57-3f3b-424d-b62b-255952ac592e · outbound

This paper cites In Human Rights in the Middle East: Frameworks, Goals, and Strategies ; Monshipouri, M., Ed.; Palgrave Macmillan US: New York, 2011; pp 153–169.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts In Human Rights in the Middle East: Frameworks, Goals, and Strategies ; Monshipouri, M., Ed.; Palgrave Macmillan US: New York, 2011; pp 153–169

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:07.954970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a92d19ed-3c36-4daa-acad-944b9e4fc556 · outbound

This paper cites A.; Haider, A.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts A.; Haider, A

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:07.916095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ece0bcfa-3c62-4824-a5b4-b73b67e7a721 · outbound

This paper cites https://arabstates.unfpa.org/sites/default/files/pub-pdf/14385_-_disability_in_the_arab_ region_-_final_report_web_version_-_opt.7.pdf, 2021.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts https://arabstates.unfpa.org/sites/default/files/pub-pdf/14385_-_disability_in_the_arab_ region_-_final_report_web_version_-_opt.7.pdf, 2021

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:07.875743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5c1d44e-25c7-459a-a7a7-e19654bb6f0c · outbound

This paper cites an unresolved cited work.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:28:07.840466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 15861321-67c0-4994-9d9a-fceb6d1640ac · outbound

This paper cites an unresolved cited work.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:28:07.799837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d11e4aa5-5816-47d8-bf8d-5c98e39c2d1d · outbound

This paper cites R.; Salim, S.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts R.; Salim, S

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:28:07.763506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef417602-f59a-4a6d-b8d7-f138170d09ec · outbound

This paper cites P.; Hugenberg, K.; Rule, N.

Out of Sight Out of Mind, Out of Sight Out of Mind: Measuring Bias in Language Models Against Overlooked Marginalized Groups in Regional Contexts P.; Hugenberg, K.; Rule, N

Reference 101

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T12:28:07.709776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers