Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:37:45.599956Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2608.13328.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:37:45.599956Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
75 of 75 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation eda0d241-734b-4d12-9432-bba7f1d90bc8 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0179bfb4-e069-4233-a11f-81fd2abfadcc · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2023 , isbn =
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6260cfa6-702a-4bcf-a218-f448445b3a68 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs ``Kelly is a Warm Person, Joseph is a Role Model'': Gender Biases in LLM -Generated Reference Letters
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37779ffd-f08f-40be-818a-b8947605a755 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Griffiths , title =
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4845cace-9090-4231-9a42-9bc61556bd8f · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Nature , volume=
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a7a199fe-e17a-46f6-b0cf-2ab9420346d9 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs The AI Gap: How Socioeconomic Status Affects Language Technology Interactions
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50233f70-fb10-471d-ad6f-7b2772b9af5c · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Evaluation of A frican A merican Language Bias in Natural Language Generation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c15c389f-7a6e-4541-8139-d58c6fbbf1e9 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs The Twelfth International Conference on Learning Representations , year=
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b256f9cb-58eb-42a3-b8e1-f5166c47b2a7 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLM s
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3ddfe44-6f1b-44e0-b4e9-e563dd1dc5b5 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs and Rambow, Owen
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 74227719-ed29-44a3-95a5-509199f87a37 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Text - Interdisciplinary Journal for the Study of Discourse , volume=
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5b4dacbc-1d34-432d-8a09-f88273054e73 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2020 , publisher=
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 317faa54-1684-4f01-a7a3-18a27fcffd75 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Language in society , year=
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4c48e3a2-3724-4f96-a25c-05b804ffea57 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs , author=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 24d74e05-7163-40d3-852d-f5d6b7f9c186 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Scientometrics , volume=
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d7d4a18b-32a7-44a8-8606-8a9266da32bc · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Proceedings of the Annual Meeting of the Cognitive Science Society , volume=
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e66ebdc1-38dd-4823-870a-46f9e22cfc1b · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Journal of Language and Social Psychology , volume=
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1fb80df8-94a7-4a4e-b65c-7208bc8846d4 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Research in organizational Behavior , volume=
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 37b4bff0-c006-4528-a382-3daa8735163f · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Sociology , volume=
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c9429c89-22e7-44a8-a778-8578cbfc0732 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs The Discourse of Indirectness: Cues, voices and functions , year=
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d03ccf73-3634-415f-82c1-fbcbb1ab12fe · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs WildChat: 1M Chat
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbefa3d6-5d69-49f4-a288-bb96e06c64fc · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2000 , publisher=
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46ae95fa-0bc9-438a-8933-d553f3f1e699 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs The Llama 3 Herd of Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f99602b0-04a6-499e-8da9-8dc8d0a74c8e · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2023 , eprint=
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e293ba1-471b-4e5c-9b84-acfd57d57b73 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Gemma 2: Improving Open Language Models at a Practical Size
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db596b88-765a-440d-b4d4-ca345b013769 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2024 , eprint=
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db9c4e7b-b2f3-413b-9bfb-3b93ab33aab4 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Women language features in Tennessee Williams
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9e8d590e-aaa7-471d-9a0a-5f9f1e77d0d1 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Journal of Cultura and Lingua , volume=
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 53d4717b-76d4-4389-851d-5f3d268205c8 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Sriyono , title =
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1119a42c-9f8a-4175-8d71-0da0c61d74d0 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Iksan , title =
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 815af142-e9de-41f9-87d4-2413f2feca6c · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2022 , journal =
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d3f25399-c46d-452e-aca5-945dbe767004 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs International Journal of Academic Research in Progressive Education and Development , volume=
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8aa5da44-b46e-4e24-977b-f50435e0c7ea · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs k@ ta: A Biannual Publication on the Study of Language and Literature , volume=
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 675021f1-f6ec-4500-a0c8-9483846cb524 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Research in the Teaching of English , volume=
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 717e466a-93e8-431a-a2f5-289df2eb3b13 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Group decision and negotiation , volume=
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 172b6c66-0343-4e57-aee3-0a94c3af35f8 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs The Journal of Education, Culture, and Society , volume=
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4087c7dc-c9ba-4903-8051-eaa909487572 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2024 , journal =
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 40a8d935-2516-4d53-adf8-9752af4a6995 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2023 , journal =
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9220cab9-816d-46f8-aa95-4a950a75ea8c · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e059a935-c59f-455e-ac25-395ed1f8f3fd · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Zohaib Zahid , title =
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7c146eef-096a-4ba1-9381-c091c6247248 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Linguistics and Literature Studies , volume=
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 899a7787-da35-44c4-abbb-e5b95222ac4f · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2024 , journal =
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9e2a8c9b-840a-4f69-aaf5-4bfebb1a6ff0 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Application of Lexical Features Towards Improvement of Filipino Readability Identification of Children's Literature
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6f395099-2a56-4de0-9df2-10398b94b66e · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Febres and K
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6cfc965d-c5c0-42b2-ba86-430f6bd80971 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Reading Level Assessment Using Support Vector Machines and Statistical Language Models
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b9c13b3-bd3f-4ed2-a03c-9c78ef4d32f7 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2022 , journal =
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d9e5b179-a7c7-411f-ac97-b29794d15403 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Controllable Dictionary Example Generation: Generating Example Sentences for Specific Targeted Audiences
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6076141-a29c-4f10-8401-53202bb007f3 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2020 , journal =
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f1e6619d-45dc-4dcc-b5ae-b597347b2038 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Text Readability Assessment for Second Language Learners
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d63d051-92ea-4fa6-a0ee-8ba3cd9a85d7 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Classist Tools: Social Class Correlates with Performance in NLP
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ef581a8-bbad-4109-a432-9abadb8b9b91 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Whose ChatGPT? Unveiling Real-World Educational Inequalities Introduced by Large Language Models
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdc7b4c4-1050-4d4d-aa66-f4fabc2fac57 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Schillinger and D
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f98514d7-259f-4019-880c-b534e8038d77 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2022 , journal =
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e5aa81cc-27d4-4d32-ab80-73358d626869 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs S em E val 2016 Task 11: Complex Word Identification
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ecd429d-d2e4-4643-994b-b7d79d835dbe · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Waes , title =
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 71638ec0-a9a6-42f1-88df-225f6536b4f8 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Müngen , title =
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ce6179f1-fb49-40af-92c7-088f4b504bce · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Ng , title =
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0e366775-333d-4c8f-9987-4fd88a4bdee9 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Lebernegg and Jakob-Moritz Eberl and Petro Tolochko and H
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 817f4a1a-bb8d-46d8-84d7-1bee1ff6876a · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Truong and Nick Haber and M
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2390f4c6-5d67-4921-9cd1-2bb4792012e9 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2023 , journal =
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c0d14cdf-3ae5-4f59-80da-5e0269e8e6a1 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Beier and Sam M Berlow and Esat Boucaud and Z
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a06abef0-daa4-499c-9b2f-ebaa43cba3a2 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2019 , journal =
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7f76e9a5-5845-4c99-97c5-389ca588bdee · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 2024 , journal =
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 906c87ee-b104-4795-822a-2246931cf9f2 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Reports of personal experiences and stories in argumentation: datasets and analysis
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b07252b-f2f1-4ab7-a0a0-a8077dd011e0 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs ELI -Why: Evaluating the Pedagogical Utility of Language Model Explanations
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2cff48f7-92d5-4043-bbe9-ecd803f38bb1 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Nguyen and A
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e4d4d44c-7ee4-4aa9-b777-7399d10ecea7 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Contextualized Embeddings for Enriching Linguistic Analyses on Politeness
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation beb5f91e-91ae-447c-b899-788cde3ee4c5 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs AP-BIPA Indonesia , year=
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 574cf1ad-c957-408c-8a91-a9385932511f · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Language in society , volume=
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d704bd11-1adb-4d2d-a148-afa2daf887bb · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs , author=
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94ec0d8b-7f3a-435c-b5b0-77809dc2ca42 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 1975 , publisher=
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 647ff8cd-823a-424e-af7e-5184608d95e8 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs 1987 , publisher=
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88a1b8df-acbe-48b5-b184-e28ec11bf3a4 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Leo Apostel
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc31f6df-8966-4030-bc54-290c8965e8ad · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Journal of Language and Social Psychology , volume=
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36f9e1d6-6511-4ebd-8c11-1b678014c0c0 · outbound
It's How You Ask: Gender-Associated Linguistic Bias in LLMs Linguistic Bias in C hat GPT : Language Models Reinforce Dialect Discrimination
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.