Paper Citation Record · LEDGER

Benchmarking Linguistic Diversity of Large Language Models

As of 17 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 9 inbound Pith citation observations for arXiv:2412.10271.

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

pith.paper-citation-record.v1
2412.10271 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:14:28.353064Z

measured 79 of 79 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:47:48.153765Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:39:37.936767Z

Reference resolution

70 of 70 outbound references displayed

verified exact5
verified fuzzy2
unresolved63
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3eb2ac4a-125a-4779-8717-e71ba952fe54 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-11T16:14:28.665722Z

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.

Observation c810055d-40ba-47aa-b0ab-00b7ab23909b · outbound

This paper cites The Falcon Series of Open Language Models.

Benchmarking Linguistic Diversity of Large Language Models The Falcon Series of Open Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.019107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37964464-1e5f-4436-90be-dff9609161e0 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.436029Z

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.

Observation f81fb6da-3a25-4b65-8215-624d38a53da8 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.032560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2ccce4-6326-4c7c-9d43-39324753b5f9 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.038387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a1da280-d973-42b0-a0aa-4b75de929333 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.406063Z

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.

Observation 72f05a32-c53e-4f5c-b1ee-e35d6c3ac596 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.049559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4568e53e-325e-4d0c-8e8f-80c776c19e44 · outbound

This paper cites Suchanek, and Chlo \'e Clavel.

Benchmarking Linguistic Diversity of Large Language Models Suchanek, and Chlo \'e Clavel

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:14:29.383795Z

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.

Observation e5ffbf61-5f1f-42db-902c-e8afbe6b30e6 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-11T16:14:29.064187Z

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.

Observation 404116fe-b551-4deb-a259-d381372e776b · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.368029Z

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.

Observation a7cfd830-3823-441b-a7b2-89b5d36bf0f9 · outbound

This paper cites The Llama 3 Herd of Models.

Benchmarking Linguistic Diversity of Large Language Models The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.068698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46750d3d-edcc-444d-9258-3b050195d389 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-11T16:14:28.621466Z

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.

Observation a673d0fd-0898-4fe5-9bd5-adc416870bb3 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.351534Z

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.

Observation 7b5a1c89-d82f-4277-9185-0620afa41a84 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.082961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f88856b6-69be-46be-b143-895e445e7b55 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.337372Z

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.

Observation 9755ce31-d55e-4910-b22b-fecdf738eec7 · outbound

This paper cites Gallegos, Ryan A.

Benchmarking Linguistic Diversity of Large Language Models Gallegos, Ryan A

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.091717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6989c981-c507-4d93-beb1-c872d478e736 · outbound

This paper cites Is ChatGPT Transforming Academics' Writing Style?.

Benchmarking Linguistic Diversity of Large Language Models Is ChatGPT Transforming Academics' Writing Style?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.095822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cd48b7-088d-4e83-8574-0f34db557a8a · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.100259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9590c18b-1d0f-428f-87f9-a7e716c97603 · outbound

This paper cites OLMo: Accelerating the Science of Language Models.

Benchmarking Linguistic Diversity of Large Language Models OLMo: Accelerating the Science of Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.105785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d1ad0b8-d8ff-491a-b84a-d8b7cfa3fa2b · outbound

This paper cites Do Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs.

Benchmarking Linguistic Diversity of Large Language Models Do Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.110658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035eac06-d15a-46de-b8ea-873001c1c9e9 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.115126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 863ba831-9a46-49a1-9a21-01f50a5e0135 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.120590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe1403d-4f5e-4abe-8a9f-d169048da3f4 · outbound

This paper cites Saiful Islam, Kazi Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M.

Benchmarking Linguistic Diversity of Large Language Models Saiful Islam, Kazi Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.126031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca1e268-03d4-4b95-81c6-a192d83e6acc · outbound

This paper cites How Far Can We Extract Diverse Perspectives from Large Language Models?.

Benchmarking Linguistic Diversity of Large Language Models How Far Can We Extract Diverse Perspectives from Large Language Models?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.130065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d35f676-33b2-4458-a91b-81a7798fc17c · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.318928Z

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.

Observation c0674010-3794-47b9-9602-823fc79c5a8b · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.137977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a3d030b-ab4d-4fea-ba15-cf7cfd655476 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.142958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce1cf71f-959f-4ae6-ae39-581ccc21db71 · outbound

This paper cites Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2.

Benchmarking Linguistic Diversity of Large Language Models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.147994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2fea0bb-5d43-4bbe-82c1-bde78ea2ed35 · outbound

This paper cites Mistral 7B.

Benchmarking Linguistic Diversity of Large Language Models Mistral 7B

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.152836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24c03e1a-e374-45e8-b27d-cb0c9560cdac · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.157288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62bc2427-cf21-4648-bda5-d3dc718f29fc · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.162386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34405c6c-ba8d-4ca0-9c08-f44f18a85210 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.169120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b461485c-b3ce-4baf-8956-cb50f52e92b1 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.173956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3847e8-c166-475d-aea5-bfd9460b4a24 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.179031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc5da981-3074-4736-b22c-402cf8f7f21a · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.257131Z

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.

Observation 9fc2c952-80d5-4d17-b3f2-121a10e635e8 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.189182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7eb5268-fbc0-4b19-ad22-c38f54f87b65 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.194535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d48c0d6-eebf-459c-92f9-62b1c603a264 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.200270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45482c53-a522-4b90-bae6-fd5a928d5e30 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.204406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea61e68d-ac3c-4b3c-8303-a572c5702f1d · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.209164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ab796c-ae64-419a-9c36-d519a9aee847 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.222647Z

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.

Observation e5ba758f-1a1f-469c-a973-c1b51b8ea4d4 · outbound

This paper cites Does Writing with Language Models Reduce Content Diversity?.

Benchmarking Linguistic Diversity of Large Language Models Does Writing with Language Models Reduce Content Diversity?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.218373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80933eab-6203-40ea-a947-2ae68cd1c2a6 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.209966Z

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.

Observation d39e7417-2786-47d4-aacd-ee58f000ab48 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.227626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33478dc9-0175-47f1-9be1-ce4ecf9bf778 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.231548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcfe18fa-3aa7-489b-95fe-51173b839dab · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.234992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0b2c7c-01c9-4a94-9e08-48a965def1fb · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.239193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba673b52-c6af-46b3-a747-f4a2b1311823 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.243608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d121efb-ee3f-4241-b721-c96981abd6b0 · outbound

This paper cites Sai, Akash Kumar Mohankumar, Siddhartha Arora, and Mitesh M.

Benchmarking Linguistic Diversity of Large Language Models Sai, Akash Kumar Mohankumar, Siddhartha Arora, and Mitesh M

Reference 49

Resolution: verified exact; doi, observed 2026-08-11T16:14:28.465433Z

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.

Observation 90c722f4-50a6-426d-8aba-efb256590f01 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.252765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb3c3d9f-6836-4998-9056-07b07a21408b · outbound

This paper cites Siu, Byron C.

Benchmarking Linguistic Diversity of Large Language Models Siu, Byron C

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.258054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccd803c-a334-4a0d-b98f-b2bd4b36068a · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.262294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c272424-38e0-40e3-9c6a-d873e1a077f5 · outbound

This paper cites Borgwardt.

Benchmarking Linguistic Diversity of Large Language Models Borgwardt

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:14:29.178466Z

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.

Observation 8c454549-06ff-47ca-a97b-0766f16c5355 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.162495Z

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.

Observation a6487018-cc1a-49df-bcb5-04d9f33b025e · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.275562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dac00b9-ed4c-4714-a37f-df9d80076cfc · outbound

This paper cites Chen, Marcus Bishop, and Nicholas Andrews.

Benchmarking Linguistic Diversity of Large Language Models Chen, Marcus Bishop, and Nicholas Andrews

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.280017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1add8d0-3804-4cef-8051-8c0af9a8d10e · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.283957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b8d3495-fd78-488f-ba75-f65ae925fdf3 · outbound

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

Benchmarking Linguistic Diversity of Large Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.288623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c853c3-4137-40fe-a80b-c14e04645942 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 59

Resolution: verified exact; doi, observed 2026-08-11T16:14:28.426715Z

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.

Observation b8b77aff-60bf-4804-834d-9536a4c5b75e · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.298470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7723bc9e-9ccc-4d03-b3e6-c1d05f1a144e · outbound

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

Benchmarking Linguistic Diversity of Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-11T16:14:28.303511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161824e7-dce7-4216-aab4-dc408dba00f5 · outbound

This paper cites an unresolved cited work.

Benchmarking Linguistic Diversity of Large Language Models Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:14:29.128193Z

Source-reported events for the cited work

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Observation b497a254-dec3-4c30-bdbe-e02f275c6cfb · outbound

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Human-LLM Coevolution: Evidence from Academic Writing Benchmarking Linguistic Diversity of Large Language Models

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A General Method for Detecting Information Generated by Large Language Models Benchmarking Linguistic Diversity of Large Language Models

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Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity cites this paper.

Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity Benchmarking Linguistic Diversity of Large Language Models

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The TEA Nets framework combines AI and cognitive network science to model targets, events and actors in text cites this paper.

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More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs cites this paper.

More Aligned, Less Diverse? Analyzing the Grammar and Lexicon of Two Generations of LLMs Benchmarking Linguistic Diversity of Large Language Models

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"I've Seen How This Goes": Characterizing Diversity via Progressive Conditional Surprise Benchmarking Linguistic Diversity of Large Language Models

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Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models cites this paper.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Benchmarking Linguistic Diversity of Large Language Models

Reference 255

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