Paper Citation Record · LEDGER

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection

As of 18 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2507.15286.

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

pith.paper-citation-record.v1
2507.15286 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:42:54.150921Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:06:03.832874Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

57 of 57 outbound references displayed

verified exact7
verified fuzzy2
unresolved48
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b31d22d1-3da0-494b-98fa-10f8f233f664 · outbound

This paper cites online" 'onlinestring :=.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:47.551526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd791bb0-84dc-4ac0-a2df-ac5fd326442b · outbound

This paper cites write newline.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:47.686057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 218fa814-d9cf-4a88-9cb9-3911946fb7c0 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:47.809832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 410359e3-38b7-49f5-b627-52c0251561ea · outbound

This paper cites ESPERANTO: Evaluating Synthesized Phrases to Enhance Robustness in AI Detection for Text Origination.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection ESPERANTO: Evaluating Synthesized Phrases to Enhance Robustness in AI Detection for Text Origination

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:42:55.899868Z

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 c4dfc4b6-2503-401d-ab9e-53da00decd79 · outbound

This paper cites Qwen Technical Report.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Qwen Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:48.113297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42863c23-d55e-447a-a5fc-51b9b064feeb · outbound

This paper cites Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:48.244639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a665989f-3702-4a5f-bbe1-63f20aa37ef9 · outbound

This paper cites Longformer: The Long-Document Transformer.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Longformer: The Long-Document Transformer

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:48.384625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 300f988f-7d71-4374-9cf9-e63896d1f956 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:48.521155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32a7e217-a83e-46ce-afcf-fc77d6f8bd5c · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:48.671594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 329b9ed4-eaea-42a4-a5f0-844e7f701574 · outbound

This paper cites On the Use of ArXiv as a Dataset.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection On the Use of ArXiv as a Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:48.800708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77dd8f8c-53d5-45f5-b1d5-5e136d6977df · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-06T15:42:55.207714Z

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 0f5c48e8-b5b2-4f3a-b69d-58c54c2188f2 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.027062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08cfa7e6-a5d9-4a29-a3d6-dc33ec511917 · outbound

This paper cites Smith, and Yejin Choi.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Smith, and Yejin Choi

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.194800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa5af67-3bc0-42ae-a445-4a3e227d6b5e · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.304630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a49d2c-9393-465e-8379-373c881ae5ac · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.465946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fa68731-e173-4851-bc59-1bc59be32ed5 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.597787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d42ddd36-e62c-42ef-8efd-f1ba72f99655 · outbound

This paper cites The Llama 3 Herd of Models.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.730002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 965b8ad6-2505-42e4-8f1f-47edc60af4cd · outbound

This paper cites How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:49.890648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b824e1f4-44cf-4acd-895b-9d9f4b82171a · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:58.311601Z

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 04c3d02f-3d6c-4914-aa5a-894a23a10d07 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:58.100762Z

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 299d1fed-502c-4309-83fa-ed7dbb59d164 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:57.894744Z

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 8e8fb196-bf5b-407a-99a0-664fca17afef · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:50.330521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f69427ce-4420-4357-8bf7-c46f365a37a8 · outbound

This paper cites Horne and Maurício Gruppi.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Horne and Maurício Gruppi

Reference 23

Resolution: verified exact; doi, observed 2026-08-06T15:42:54.969560Z

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 eb071542-7e89-4076-85fb-fdc21cee48a5 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-06T15:42:54.837444Z

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 453f86c4-89ac-466a-afb3-25c35517722c · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:57.725831Z

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 cc97fc4e-e203-4bf9-af93-411f85c8f3c5 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T15:42:54.708890Z

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 aa58f1df-b1b8-42aa-b52f-cd3aba7bdf64 · outbound

This paper cites Mistral 7B.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Mistral 7B

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:51.987430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de79fc6-ac1d-4561-9a04-7284d5160b14 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.107691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74775129-8180-4abb-899c-e41f6fb4c540 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.175637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aa95d13-4906-4ad7-bdb7-738a35692551 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.272818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eca99ad-8fe2-43d3-b23b-3271c71e70fc · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.315803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60298743-59a4-432b-9280-6e6c862c3cb8 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.363396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a00246e-656d-4884-b640-90b3e1b74709 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.432946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e25c57f-7b6e-455b-8b35-be590a979456 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.526365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b083526e-97e9-4c39-9c33-be38902d9365 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:57.436451Z

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 19ab4b42-94f4-4c98-9edf-5998131e7825 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 36

Resolution: verified exact; doi, observed 2026-08-06T15:42:54.515912Z

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 cb1cd5e9-8109-41c0-b204-382db7e2671e · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Gemma: Open Models Based on Gemini Research and Technology

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.696637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcdff69c-eda4-4fef-974d-ca77609f01a5 · outbound

This paper cites Manning, and Chelsea Finn.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Manning, and Chelsea Finn

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:57.227123Z

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 89153dbe-fd40-4aec-bc63-e1f70190edad · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:52.839693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb9e954-3128-4866-9a60-abd84344478f · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-06T15:42:54.381297Z

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 c4c9487e-2c97-44d5-95dd-3474e3f198b4 · outbound

This paper cites No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.000597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b11f889-9dee-437f-8911-3d4ca8ac87d2 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:56.953205Z

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 a108adc7-bc18-4bdf-9769-fa188e30b80a · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.121923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76b31b42-9c21-4517-a371-8d822755a720 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.194396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c196943-0575-4589-b072-f11e20a4c3ef · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.267927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54bbe8e3-366a-4b7a-9d42-3e28b7f06384 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.342503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55cad635-44ae-4137-bd4f-b755d332de16 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.418191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 263113c0-1d60-41a1-a8c1-cbbdf0bf9885 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.458768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df5d007-65c5-4320-ae2f-251caffee821 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.549128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39dca568-a095-4b00-8561-11958a941aca · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.618798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab766c55-29a8-4e10-800a-a46512ca3acb · outbound

This paper cites Wong, Shu Yang, Xinyi Yang, Yulin Yuan, and Lidia S.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Wong, Shu Yang, Xinyi Yang, Yulin Yuan, and Lidia S

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:42:56.760814Z

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 14e63582-4d1c-4dc6-9f15-310bdbc0c172 · outbound

This paper cites DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.763451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 140121d1-b90f-440e-a96b-177ca48c098b · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:56.589937Z

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 81da3b06-9755-4abd-add4-682caf83d201 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.916025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775e2a36-5cf3-47c2-b8e5-c5c603972167 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:53.989305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f06c3f-9ad2-4cad-b4ff-9bbaf53b1ce0 · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:56.330450Z

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 bc14da39-3b97-4462-9e87-599d282a677d · outbound

This paper cites an unresolved cited work.

Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:42:56.135666Z

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.

Pith citing papers

Observation a55bb41c-5092-493d-b4b1-3c3153c88982 · inbound

AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection cites this paper.

AEyeDE: An Attention-Based Attribution Framework for AI-Generated Text Detection Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-12T21:49:05.543478Z

Source-reported events for the cited work

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

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ARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation cites this paper.

ARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation Beyond Easy Wins: A Text Hardness-Aware Benchmark for LLM-generated Text Detection

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