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Paper Citation Record · LEDGER

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark

As of 9 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 1 inbound Pith citation observation for arXiv:2601.04633.

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

pith.paper-citation-record.v1
2601.04633 v2

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:01:38.912215Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:14:41.025768Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

86 of 86 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved83
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e69b4d42-aed8-44fa-8ce3-7fee67cc73aa · outbound

This paper cites online" 'onlinestring :=.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark online" 'onlinestring :=

Reference 1

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unresolved
no resolver link, observed 2026-08-03T12:01:29.360170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.360170Z digest=sha256:76151e30e2ee8bec3a046189ff9c40623fc02e39d95814d334797cf289548aeb

Observation 54574d83-d9f3-463c-baa5-fe31f30347a2 · outbound

This paper cites write newline.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark write newline

Reference 2

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unresolved
no resolver link, observed 2026-08-03T12:01:29.442877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.442877Z digest=sha256:294b17922392d897bd225ed44277b83e3c36e225cddc550d87262eac0aeadfa1

Observation a163dec5-be29-4cc7-908b-eab254a24e17 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-03T12:04:06.040535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-03T12:01:29.510087Z digest=sha256:c5eaee52da203e745b612ca17f36f43a5231c2fd089b36e624e28e90b1f58962

Observation 78cdb414-906c-4e7a-be17-7ddbbda4edac · outbound

This paper cites LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection

Reference 4

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unresolved
no resolver link, observed 2026-08-03T12:01:29.578154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.578154Z digest=sha256:2050647428ceb15d0f57f37e5f1ca7379ba4eeb548ebbd8b31789b2c8f796fc7

Observation a36156fc-c45b-4c03-8930-29ca0a0ad68f · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-03T12:01:29.618394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.618394Z digest=sha256:7704212f58fa19a342d6b72053389906a20471ee88392953202c506d387b652b

Observation 9cf89412-7c94-446d-8105-6cdad2da4a35 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-03T12:01:29.672688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.672688Z digest=sha256:aef2d084647faaa655851a36ec342031f309465ee089c3ed8f2b45441a78f3b9

Observation 0299d2ff-01f8-4ac2-953a-83c2cd0f84dc · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-08-03T12:01:29.729165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.729165Z digest=sha256:f1093c42cde5e4ff6136621192feee64e8a433fdd04d0559af851f5f4a8981cc

Observation e04a71bd-0141-46fd-a337-de40cd25d6c3 · outbound

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

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

Reference 8

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unresolved
no resolver link, observed 2026-08-03T12:01:29.764735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.764735Z digest=sha256:37c488c7d42c49348504bff0f2d4c058a06ca3a33aa8409d20d84b821e80a970

Observation 5f744674-bc08-40c6-83be-d1fdf06b9a13 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-03T12:01:29.821674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.821674Z digest=sha256:a2c34da93108da501d14af18a1724b09e8db9af5665b56920facbc5c333e70d2

Observation 7d4133db-58a8-4221-9c23-47babf3b06e6 · outbound

This paper cites Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-03T12:01:29.847638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.847638Z digest=sha256:298d69c9016ccc147059a72ecfbf0ef15ed3685796a67a63a295facd8f4fbbe6

Observation 37d68171-f053-459b-9a18-cdce3ee987f5 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-03T12:01:29.915639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.915639Z digest=sha256:08af1a091a8959b4dc2da0bf21bb60d58537147b9cb8f4814c2841c6c48337e7

Observation 682e041e-8484-41bd-8fe9-5eeb04b826c4 · outbound

This paper cites The Oscars of AI Theater: A Survey on Role-Playing with Language Models.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark The Oscars of AI Theater: A Survey on Role-Playing with Language Models

Reference 12

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unresolved
no resolver link, observed 2026-08-03T12:01:29.984739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:29.984739Z digest=sha256:b3e190841147a5c22d5769dfc5861b39b1938d714cb925caf8c340b51256fc7f

Observation 2b28692f-7da4-4880-b64b-52f4c7d876a9 · outbound

This paper cites Token Prediction as Implicit Classification to Identify LLM-Generated Text.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Token Prediction as Implicit Classification to Identify LLM-Generated Text

Reference 13

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unresolved
no resolver link, observed 2026-08-03T12:01:30.108755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.108755Z digest=sha256:c8c7ca02defec8b836fc7c7cef109c60c2a32184fe9d72a453c8dc4c3e31137d

Observation 3b9b45d7-ef20-45f6-a2be-13c61d69591d · outbound

This paper cites Black-Box Prompt Optimization: Aligning Large Language Models without Model Training.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Black-Box Prompt Optimization: Aligning Large Language Models without Model Training

Reference 14

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unresolved
no resolver link, observed 2026-08-03T12:01:30.200126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.200126Z digest=sha256:247760007a0d90e3b50be010de1efb55bc6aefc8a7754f9eb40882387695cd22

Observation 1b985906-6a00-4d54-8099-487a0956a520 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 15

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unresolved
no resolver link, observed 2026-08-03T12:01:30.257860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.257860Z digest=sha256:c7633a35cc9fe5ea2c8e94ab881efdcb7e2f94304f6c66a65df0f3c5db3ae74a

Observation 2640cdc5-3d1a-47c6-a0db-05970e494380 · outbound

This paper cites Crothers, Nathalie Japkowicz, and Herna L.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Crothers, Nathalie Japkowicz, and Herna L

Reference 16

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no resolver link, observed 2026-08-03T12:01:30.389813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.389813Z digest=sha256:cd26ae8d03355240960362bb7034b383f6f63192979133b8d6e555d3de77a1c9

Observation 9fd33a01-59c1-4bde-beb9-fc545d357ae5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 17

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unresolved
no resolver link, observed 2026-08-03T12:01:30.437401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.437401Z digest=sha256:877ee341f04c3a120e84c1e26acee1b7ad86c3de4214557152d980f569425e52

Observation 0511acff-cf6e-4294-9d7a-7c1331243de3 · outbound

This paper cites DeepSeek-V3 Technical Report.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark DeepSeek-V3 Technical Report

Reference 18

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unresolved
no resolver link, observed 2026-08-03T12:01:30.549973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.549973Z digest=sha256:363215072939a23d63f19f185a66c32b990f2b7f3a57b76a7a9d281381849720

Observation f11be6e7-6845-404b-a769-03fa1d9c087e · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 19

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unresolved
no resolver link, observed 2026-08-03T12:01:30.611941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.611941Z digest=sha256:db887fb34d7a7860216b17c8ea8e447a4c234baeffc02e4948672023e9596c36

Observation 12d82e7e-0f69-45dd-b55b-88adfe8f4e33 · outbound

This paper cites RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors

Reference 20

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unresolved
no resolver link, observed 2026-08-03T12:01:30.719674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.719674Z digest=sha256:35004ec5316dd9aecf8567d7b7f79b21e9dd8be727c3fbc47229f691d5aafb46

Observation dfc5c507-5468-480f-8556-0229e596bbb6 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-03T12:01:30.895824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:30.895824Z digest=sha256:bc41de75777cf1d4bded8da7ac51b51f2d00c8a7aea385acaddc2c25ef0d86e1

Observation 6e74dc79-a40c-45b7-b44c-72b7c563b506 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 22

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unresolved
no resolver link, observed 2026-08-03T12:01:31.054755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.054755Z digest=sha256:d3aedc0853529a85e611b3b01f609a3ceb1413995f76c7c2850b6356d0c58a36

Observation 280ce700-7d59-4c01-8dbb-7b9aff9ef417 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 23

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unresolved
no resolver link, observed 2026-08-03T12:01:31.134881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.134881Z digest=sha256:118fae84a3adbbc457d9c7649a144657ec433a4d278ebbaa52324836b8622357

Observation 0b4ab3f8-237a-4a74-8d5c-da537bd4266e · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-03T12:01:31.190307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.190307Z digest=sha256:c8981277eb033986b47055bfd332efd46264ea5c59a69335a442a7eecab093f5

Observation f15ede61-702a-4d99-ab2c-bb18b202a017 · outbound

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

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 25

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no resolver link, observed 2026-08-03T12:01:31.224636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.224636Z digest=sha256:55195f50c4decfea41f71bb1bb9125825e4989a29d58d7de0efc2b4dfaca23df

Observation ba4a02dc-14f1-44ca-9677-41084c7c5942 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 26

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unresolved
no resolver link, observed 2026-08-03T12:01:31.334504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.334504Z digest=sha256:b937708259c402d6f1fc7c7d6223d2b66c50f43f1497d678d8ea9ea1afa1f4ba

Observation 1ba409e1-10ee-4b51-9757-261a1e0140b6 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 27

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unresolved
no resolver link, observed 2026-08-03T12:01:31.448652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.448652Z digest=sha256:1bcb48c67f4857b3d374104206b3af3f29adaeb983bef567d6a26079deaa7631

Observation 7214747e-3066-4d0d-a2bc-4bc3f171cbf0 · outbound

This paper cites Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Reference 28

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no resolver link, observed 2026-08-03T12:01:31.504598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.504598Z digest=sha256:fdeb18352fa44e3b98cdcf2df791dd95a9db163724a799e53951f79c3b48db78

Observation 858d6d10-8f29-49e6-96ba-6476bdb3f050 · outbound

This paper cites MGTBench: Benchmarking Machine-Generated Text Detection.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark MGTBench: Benchmarking Machine-Generated Text Detection

Reference 29

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unresolved
no resolver link, observed 2026-08-03T12:01:31.575476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.575476Z digest=sha256:91983a285c88b953f7086f8124526283e8aca9abcc0815f8e74dbbde542d7f02

Observation c3672507-a300-43c9-bff8-293581995725 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-03T12:01:31.633667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.633667Z digest=sha256:5a8d2f9e364dfdb05300ff7f81ae445478a2018c7d1c892d17930996da403641

Observation cf898c47-2921-44e0-afa5-279ba635e291 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 31

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unresolved
no resolver link, observed 2026-08-03T12:01:31.710928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.710928Z digest=sha256:d07836ae1c5575dbe4ef8a4c5de15948a3ff8b6a996e42252154255b29ae33f8

Observation dfcf2694-2001-4dd1-85bb-1e879baea364 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 32

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no resolver link, observed 2026-08-03T12:01:31.761705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.761705Z digest=sha256:c5b916172344efc2463b209579ca72ce14c3dd61ed457a1f8ae56a11288ef786

Observation 00711b24-ad40-43a8-8f89-9ec3cfcdb6ec · outbound

This paper cites Are AI-Generated Text Detectors Robust to Adversarial Perturbations?.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Reference 33

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no resolver link, observed 2026-08-03T12:01:31.845303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.845303Z digest=sha256:c0abcb52cc5a1cf6723220fcec93fbf4638bf09d77b2790ba549c80bc26bb259

Observation 3da81e29-9244-41c4-abc3-2da71efc95b9 · outbound

This paper cites GPT-4o System Card.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark GPT-4o System Card

Reference 34

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no resolver link, observed 2026-08-03T12:01:31.980117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:31.980117Z digest=sha256:a8be9ccc6fded843884b70e1704af4f51a7f84d15be3dbd6baf12b1e0c0b05dc

Observation 2154bfae-e885-4947-a1aa-12ddb865123f · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-03T12:01:32.083468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:32.083468Z digest=sha256:f7e52af5ae28e284a6058f09f9208cbeb92947f32f48407e3ab982b9798094aa

Observation c516337d-9f28-40dd-9d42-0c84b2a5d051 · outbound

This paper cites u chemann, Maria Bannert, Daryna Dementieva, Frank Fischer, Urs Gasser, Georg Groh, Stephan G \.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark u chemann, Maria Bannert, Daryna Dementieva, Frank Fischer, Urs Gasser, Georg Groh, Stephan G \

Reference 36

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no resolver link, observed 2026-08-03T12:01:32.220525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:32.220525Z digest=sha256:bf71746f230c41df546fbd0aa81ed8a0b6d9bc01547c1a2ecb672204b8bd48f5

Observation 4888d3fb-6b82-453c-8957-c2507b05ee11 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:32.305048Z digest=sha256:28708a92b96ba2918f7ce420349e461def1eadbb8cdb1e159279508cab286590

Observation 18afa297-631e-4bb5-9eb4-4e2285ebdeb9 · outbound

This paper cites CTRL: A Conditional Transformer Language Model for Controllable Generation.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark CTRL: A Conditional Transformer Language Model for Controllable Generation

Reference 38

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no resolver link, observed 2026-08-03T12:01:32.412677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:32.412677Z digest=sha256:72f1d16c1c7b2d9fb806775cdd900e125522b9d8e302b1e37b78eb11595d3684

Observation 4e2d0308-111b-40d7-84bf-0ce34053b3ea · outbound

This paper cites WikiHow: A Large Scale Text Summarization Dataset.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark WikiHow: A Large Scale Text Summarization Dataset

Reference 39

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source=arxiv_source observed=2026-08-03T12:01:32.575756Z digest=sha256:966bfdbdb58dc2d53443172690c240536ed7b3161861e42e320f4b634f3fc965

Observation dd24731f-e0e3-4bbe-b2e6-d87ae8668b4e · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 40

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source=arxiv_source observed=2026-08-03T12:01:32.681655Z digest=sha256:00c46b6f95da4ef24d110d735660f9b056fce651d31dc64a1d930adb1bc93656

Observation efc22850-9777-4adf-9492-e8460ab115bf · outbound

This paper cites MAGE: Machine-generated Text Detection in the Wild.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark MAGE: Machine-generated Text Detection in the Wild

Reference 41

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source=arxiv_source observed=2026-08-03T12:01:32.796443Z digest=sha256:46bee939db1be832c7a2575de9bcd001a8c346fd1743a7b7910c091f69eeda29

Observation 0932b4bc-7fe5-4b64-adc2-56c51b06cee4 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 42

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source=arxiv_source observed=2026-08-03T12:01:32.931995Z digest=sha256:861e8e40f65ab62dccc361ebb0c4f2bc201ff111eabee253657ea9b48ef0248e

Observation 099a27e4-8456-483d-b09a-58b832110b51 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 43

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source=arxiv_source observed=2026-08-03T12:01:33.028464Z digest=sha256:db8854a43a0ae5139a3b2787e4090740fbe6f03ee6a1e2265d5e55faccfe916f

Observation 67246ee7-b09c-4beb-80ac-5590b3d57ad6 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 44

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source=arxiv_source observed=2026-08-03T12:01:33.259765Z digest=sha256:47947b6e17525de27b94ab677606c8df87add2fb1052e52ecfd9feb361f77355

Observation 50de2c8f-2c88-4d58-9d32-b468a471b473 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 45

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source=arxiv_source observed=2026-08-03T12:01:33.344742Z digest=sha256:5981943332aca1a230d42e4633fa95a87e3c300897cc08b028db4b2bb0ed875c

Observation 775fd388-3382-459f-bd96-f1b972fbc617 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 46

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source=arxiv_source observed=2026-08-03T12:01:33.448606Z digest=sha256:5c81e2c60ba9f84567160c5db532e7ecade2e72f14fe7ffbf2d838c1084e40f6

Observation b5e1932b-8185-4f75-8d9b-a6f894b2e355 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 47

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source=arxiv_source observed=2026-08-03T12:01:33.520157Z digest=sha256:f0f2c89cf7ca1327870e1271bdacea6d003295209a151a90fb53f6c54eb14b1e

Observation 585b1612-d0d3-436c-b806-b24ac12db6db · outbound

This paper cites MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts

Reference 48

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source=arxiv_source observed=2026-08-03T12:01:33.684920Z digest=sha256:ba8298d4863a5200b249e69584adac317fd130c5b9a9bc48c973a2530cff9157

Observation be968b39-0dcd-4704-a7af-75958cb56837 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 49

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source=arxiv_source observed=2026-08-03T12:01:33.845361Z digest=sha256:1b73d17834001d5652c5e6b7c0a5711dbf7ebaa6ecda7613703b2fc83da47233

Observation f589f67e-366b-477e-a179-00bc46d5ee1f · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 50

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source=arxiv_source observed=2026-08-03T12:01:34.022404Z digest=sha256:20819f324355a7d8001022ea05c1ff7c94561b64a21775f123c5a56e3ad70bd1

Observation 44e31249-e1c7-40b5-b58f-6a66bee8ee3c · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 51

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source=arxiv_source observed=2026-08-03T12:01:34.200089Z digest=sha256:80749451e767a78a258fd864b3df7a00abf9c0a074d629040976f2fe1415cf38

Observation 641a51e4-b031-44ba-b785-2b7620bc087a · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 52

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source=arxiv_source observed=2026-08-03T12:01:34.328334Z digest=sha256:1cfa12d27d747d93ed5096a9899c09051fb37e7c2f50f4498447ff889d14953a

Observation 3c974c29-6ef2-47ca-9918-9025661f1af1 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 53

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source=arxiv_source observed=2026-08-03T12:01:34.429500Z digest=sha256:59b4873c38999efc74299ece1283731862b053bd248e060352a5036dd4b1f1d6

Observation ca5bc955-1358-4d01-b398-ab0832fef199 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 54

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source=arxiv_source observed=2026-08-03T12:01:34.526414Z digest=sha256:ab7b2539a9bdac23a16f555698e1f697325a0c56a9820e84fe8062fc116728f6

Observation 09bd81aa-e72f-489c-a0bc-cf4f21c513d1 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 55

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source=arxiv_source observed=2026-08-03T12:01:34.650931Z digest=sha256:4f885192c831adc416be79b62f96cf3988ddc53ecae984bd30411114cb92794c

Observation 5be00a8b-ddd7-4d23-ba1b-3e073239ae91 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 56

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-03T12:01:34.789283Z digest=sha256:fbcedbbe95ba4e15903df1ca3442c6da7c4b8b204ba23463ecfe0beed8e3cd80

Observation 30ea68b0-0738-4013-919b-74b2fa90d5c2 · outbound

This paper cites Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains

Reference 57

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source=arxiv_source observed=2026-08-03T12:01:34.930854Z digest=sha256:957b15802f84d5305b2c8bd3f4242a3abb80ab14636b84022f67086f422c9c09

Observation 051d1220-f6d5-4442-8302-245db2ee4730 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 58

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source=arxiv_source observed=2026-08-03T12:01:35.073345Z digest=sha256:916e0bba11b02cab1c23362750874c954c14e4a51e5bdfacec296cb1d2b4ec08

Observation 30c7c1a7-5c52-42e4-a7d7-8c6111b61cbc · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 59

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source=arxiv_source observed=2026-08-03T12:01:35.235387Z digest=sha256:17fbd097bfb0a24d7109e7c8c80e296b507b304535c2c8da8513bd5226dffe2e

Observation 15bc4864-3d81-4aa1-89b3-ad18060f42d9 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 60

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source=arxiv_source observed=2026-08-03T12:01:35.438124Z digest=sha256:4a69e94681ebd2f51ea14487bd4cf53830443beac7290e08e1de3c0247b0f212

Observation 1a8b9389-4eb4-4ad3-a620-def7b538096e · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 61

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source=arxiv_source observed=2026-08-03T12:01:35.584465Z digest=sha256:4a52c3acbc6506171e5c830cea3598adb4f7f48cebd7c306b18c359dfd0bd4ea

Observation c1da10e9-b659-477a-928e-a8088b84496c · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 62

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-03T12:01:35.851299Z digest=sha256:3a0de1aa048cfa3f6cde525fa835bf2eb4a330fef03148cfa5607497d1491950

Observation 7602d1e5-7bb0-4cd4-9556-fe537662aba5 · outbound

This paper cites Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning

Reference 63

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source=arxiv_source observed=2026-08-03T12:01:35.986278Z digest=sha256:fdf67a583f3375aeaabd0147445e69d1d9c99b9e32066bda35e3053b73456ef7

Observation b849cd00-1b0f-4737-8ed7-9f60ae20b853 · outbound

This paper cites Release Strategies and the Social Impacts of Language Models.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Release Strategies and the Social Impacts of Language Models

Reference 64

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source=arxiv_source observed=2026-08-03T12:01:36.089111Z digest=sha256:394825d8778b3dd17ec789cd46c96ce5031d3771a5e60d3129b6631e6248166e

Observation cd3914fa-d0fb-46b7-8763-c08e7e9024b5 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 65

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source=arxiv_source observed=2026-08-03T12:01:36.187398Z digest=sha256:680edefdf14e9ec73fed5cbd2337561640c329d7b1060c49c4304a297078de1a

Observation df760b82-e47e-4a06-b02a-302c346eac28 · outbound

This paper cites HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus

Reference 66

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source=arxiv_source observed=2026-08-03T12:01:36.355414Z digest=sha256:8b98f46b61c0cd482c48602f592da69b05b2935789ddf15c83d06da2a22585f7

Observation 319c9064-9672-42aa-95a2-e717f7de440a · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 67

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:36.554292Z digest=sha256:ac6e752c89954382b86313959dd07a407b2210c6a6bb0bc6adcda1ec765f9479

Observation f5840760-cb80-4d1e-af1d-9d7b00e5e6bd · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 68

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:36.743620Z digest=sha256:e8fbc827cf66f95db80414c5b87cdf10e51d32f2114867d11a6a5b959ef514ff

Observation 2461e4fd-0c32-4cee-a368-18fe85c6036b · outbound

This paper cites Multiscale Positive-Unlabeled Detection of AI-Generated Texts.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Multiscale Positive-Unlabeled Detection of AI-Generated Texts

Reference 69

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:36.847897Z digest=sha256:62d724e1094cdae25858631ceef9e0903ca71ce7eec00fcb8ffeb78c8b0371fb

Observation 695c807f-6788-4a42-b7dc-831691c14b8b · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.028705Z digest=sha256:b41409d25aa4e24410f4887ae7335669edf199b65d9dba47cc89e2d7ca399e34

Observation be0fc081-40cd-43ed-b299-fdfa9a88eb32 · outbound

This paper cites TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation

Reference 71

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.105186Z digest=sha256:3cd91b9412c410de2aedd56e9392b5451fc6ba375cdfbae1de50804d0dabfde8

Observation 501e53aa-d4f2-413e-be45-fd07222b77a1 · outbound

This paper cites Evaluating AIGC Detectors on Code Content.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Evaluating AIGC Detectors on Code Content

Reference 72

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.188140Z digest=sha256:753084afd868fb32922667f7e50782229b651f72a7b4d507debf535c0dadc3f6

Observation 719eab35-bdbd-4f48-ab7e-bb614cdbdf99 · outbound

This paper cites CogLM: Tracking Cognitive Development of Large Language Models.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark CogLM: Tracking Cognitive Development of Large Language Models

Reference 73

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.272793Z digest=sha256:7a571a89549f9d2142c141dc4af52e8cafc55b1a2952bdd6e1effbe6f8de5e9d

Observation ee7311a6-d460-424b-8ff7-30f098c912d4 · outbound

This paper cites an unresolved cited work.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 74

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.356277Z digest=sha256:79da616e18dfaec0bb54f6a83ffb83a0fa020275e6d6e1241c238cd7ce06448d

Observation 0ef952ef-2154-4367-abe3-39e46acc2322 · outbound

This paper cites SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection

Reference 75

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.438562Z digest=sha256:88017488f102e3049b480581b86e2a956030e0e4b7981a78368ba4413adce58f

Observation 6e6d3cb4-2333-4f83-8f4a-11059de8aaa9 · outbound

This paper cites M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection

Reference 76

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.526530Z digest=sha256:a3c105930c147d102d3f7d70d0c8c96d4fd6b2574f92b40dc56fdf07edbc163c

Observation e8092b44-a7ff-46d8-a301-69f540f2c445 · outbound

This paper cites Ethical and social risks of harm from Language Models.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Ethical and social risks of harm from Language Models

Reference 77

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no resolver link, observed 2026-08-03T12:01:37.640228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.640228Z digest=sha256:2ee5d9780a3bf70d9935af390a097c8ea12e1727421a38a336c2969ea435b18d

Observation 18538987-aa0d-4cff-9247-43ad558652ca · outbound

This paper cites Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore

Reference 78

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MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 79

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MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark On the Generalization of Training-based ChatGPT Detection Methods

Reference 80

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Observation 9e4e717b-827a-41a4-ae7f-db53058f7f70 · outbound

This paper cites Qwen3 Technical Report.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Qwen3 Technical Report

Reference 81

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MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts

Reference 82

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MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Unresolved cited work

Reference 83

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Observation c8747ff3-03ef-45c5-8105-ead6eca02c1f · outbound

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MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark DALD: Improving Logits-based Detector without Logits from Black-box LLMs

Reference 84

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Observation 6dcb620f-3f24-4b36-865f-3a7de025383a · outbound

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MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?

Reference 85

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Observation 72951855-eb6c-4a9f-b020-fc27eaaeb11f · outbound

This paper cites Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction.

MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction

Reference 86

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Pith citing papers

Observation f67ab343-2c98-40bd-930d-8eb82e41105f · inbound

Team DACTYL at PAN 2026: Bayesian Data Mixing and Empirical X-risk Minimization for AI-text Detection cites this paper.

Team DACTYL at PAN 2026: Bayesian Data Mixing and Empirical X-risk Minimization for AI-text Detection MAGA-Bench: Machine-Augment-Generated Text via Alignment Detection Benchmark

Reference 33

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