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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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=sha256:545e119611f14acfcbaba1b104e82a024f5b7eda0af3ec2b04dd59c38444bb9d

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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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:ea71a095ef1402e4525fb7891f42c34827c41e30e3bfbda052e25970b08b437a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-03T12:01:29.510087Z digest=sha256:0761ecdb79829432fd4c0725584ebb34148306d9fed4b4ac4ffa791da6a1aa2b

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=sha256:81649635ed889736cb81a560f40c46c220b011309a14f3e898082a11afaccf09

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=sha256:4a63e600a1c1a4045d8bf69d88ac244879eb892613255c7323ff5ad7f57c8d80

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:c1a01346384ab7aa9d0ee3f9a9a8830dcc1bddf9358e4aa4332d626233b9ab90

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:f7923a7ab79ba755bb1b22af3571e34064e19a28c25e0b6c4a9e83d2ed712807

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:ef46c0fd853b5aed23b598134ae79dd3b7fd91086ed74ba43b60759f21996bf1

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

Resolution
unresolved
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:fa840cac44b844c0a738c6fcc61321bc4c00c756760cde29ca2e87347693f497

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:f9241199a9b89f994d1d1b3707bd8ab5ea229608c31959f254a5765a3e762195

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:f284cc8a58a6d66666a39282293ae5822ccb2f52c2660fdc75ff4b08c87a89f1

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

Resolution
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:a012d04530b361980fc414048f9675f20671cac33eafd4064b53ca9f448111a7

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

Resolution
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=sha256:798045114b5c3c0838a000a9b1670cbae5ceab3c539301832c21463f8ad6c4c3

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=sha256:498b4f5ca9557abeb7656eaf6a644bb656186b424233d4d3474bdee448b97492

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=sha256:09b3c5d21f4e0d1e5713d8a2f08c20de1b1ddc7d3df1411945923b6a537a50a9

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:e3d17bbb7dd2a71068f19c0f1c31473763529dc4ec0aec8226902be5ed5c60d1

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=sha256:76ca378c719a4c378b5b93a9122416b609cd80af3a2914dd3462bbd396d8cd56

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=sha256:145a4a5b9bcc9e5df62f47bf0ec84eade0ce6afd1a2fda57c09aadb3690f4a3d

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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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=sha256:769fcfaeb8f4bc6759e6458773ed1cc41642cb8360b231bd73231ad887d7ebba

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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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=sha256:84b480ac2104ba9452dcf123a51ad480f0c219d42490d16b7053df34c122ef77

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:e8a1b24947cfd16d8f65ad41e8bff947dcae3334a925717892bcdef879e91680

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:a1f6978e9864753c6a5d226626f64fa37e8322a8af8baf565678c8f6e857288d

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=sha256:26ec4f5bf7202a7d1442b73a87112a9d548e4f3bf802e1996556e14eecdbac5c

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=sha256:08f566c1c0b9eb52087fee3bb4ba2201d18cff77fbe5cc3360cd65d9ef794ae4

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=sha256:91035763ef45d1776c1c5d5c33d9720fcfd722dc40b818ac199755862fb4f431

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:c5aa5d9e46a53e66cf46afd36a22f67dc1005ea9131222580f1060962c571d8e

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:e2740818b6f566bed96649af2ef90e4c2e9c3d8b257e63afc7034e74951667cd

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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unresolved
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=sha256:628ff102a05d23e74337856f327daec7570681952e247241f24189db93dcf033

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:a9a40df8225fc5c4f2ae46a2be6a6617b188d7a40fdca9d970a9d9578666caa8

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:cd04c84cab66ca222fb91bb04fcbdd7a2f499d0c746505bde7e398f817266b74

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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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=sha256:1d8ed50abdbdcd173b00926484b6b29849c10b1f0d262aa2843296b15f9953a0

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=sha256:30758e5a09cb4733e4e86db5bdae01788bb8963e15420fb9529dc9cfbaa6deea

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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unresolved
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=sha256:821c1d48147a3fd404b292c6abd63295ae9350fc8c91fe0a2465716b2bbecc4c

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:d0d7190e6baec87aae34c48b88a826e908aac7834b2c091426ccc00d4bf801ed

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:d79997d8b2160231b4fa1428925cb130a0c536f3835f31715d5d0b846821aac6

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=sha256:352ba4afe284ae92d50ba6a85a5d18836465424ea0a23f6b3d658b4630cb6b30

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:eed33e1d38700264948248f1279ec94941c2f03f0d9dc5952f3641157f2b166f

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:c79e3385df4404058b6e04b442f5dbba34c8f4fe966725fce9f8582bfa5493d8

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:a54efb9059219f9b9fce7181a5564ad50a6d501241c78195f3c7da1c289c3447

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=sha256:1efd68cb63bf4c9850e5b9a1e1e3204ad2e8912889e1a9fd362924f3c87c0cc7

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:a61303393eec18896541288413903a990e9464d6d18a877e7baa59ff47b6ed52

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=sha256:5f3ed23705146e5816bba6bb1ed3417b03d6e353b35a21d93f9067fc95f6de03

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=sha256:9f03d697c826bb3089e1e36ba9c5bcd643b7488dc10dfdf4696beab9e1a6fe19

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:c96356231e9dad55ae943b7ccf3730164287bf20093b82a19f404d24634b8ec3

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=sha256:41e49b479d4d45ec4f73e78c87238f81b5ef36c8fc4aa3cb8ce3107dab7d9ccb

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=sha256:8416766bce992262ed48e01e98247706bb8ec93e1475a8d9d3826e5fa2a30231

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:c4d469b5d7de5d59c96342ded6353b4647d2ceee9f42912a147fa19d195082da

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=sha256:45ed47e0b122be80b9eda02b8fd457cdf14fce6063260a20c1ccd46221c8cb07

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:ecf063fc5eb972a87bfc2a5260a5db70cfad999bcf86a294af5c4875ffae6ac4

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=sha256:99bd3a69211491e118aa7cb7a9de9b8410894e28817e8d0d300f0938e379a183

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:ede088d86ca9efa24f56244dbe63b757b7056788ab0572da6f41cbe9659965f6

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=sha256:6ed4338ab5ce38f973892d7c7c9ef89399f344a5da0c30d36507eb353b14479a

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=sha256:350faaa41ff6fa58c30a176f702a5a56a534b3db246dd589d66f1daab7b05961

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=sha256:9d85814317b6cd953d303c6af08a6de9e7a0e17d6c7ac696de627275f41dea3b

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:b2e9ad76bdadc8175261b873e6227c70e7e44e964cd9e5b708a725eb31cde81a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-03T12:01:34.789283Z digest=sha256:edf3162243007ff91d2238062cfda285a0b22495ac5e7e2ecdb5ca52280d3c98

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=sha256:4e34db7b985964c4f98be78889ec5a4b8ddf6a0e03b0476d3f39579703513614

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=sha256:99476f2a96f2bc00c9e0962a2fdaa44b869f470f94747dbc2605f9cf11b206f4

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:e33b9d6705703723d8c266fc0c30d9f3ef057f39cfafde83ebce81548578cdb7

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=sha256:242063d1963f3dc8d0ddee10895e66f5d58b92c681093b2a8e6f18568e8291aa

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=sha256:56ae5b0e89a1bf3722de6a1051685098d1bd419477ecb3d75ce06136a657720c

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-03T12:01:35.851299Z digest=sha256:253391366fcbd85158f99853f47672dfa7533d841fff8e81c54773e14fd90fc6

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:e3f4d0cc425b806bd6d508d7cfd56f04e3486db092820eea081ae0c396c871d5

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=sha256:41b8ab0531973b23fa5ff70ebf71668cbd4889c7c3fe72e70f745fcf8da0e8c1

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:fced8c65444c6d47c465d7e15fe1699d68ebcfe2453fab4ff7874fddbe9af0e7

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:f2f290d9b2b328b368b5550a6719bc22ca6a055fd4d0fe570bed3072fc787d91

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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source=arxiv_source observed=2026-08-03T12:01:36.554292Z digest=sha256:26fe92da4b050f39f65c8ba378b17369be31c308819af329eeab60c8466871cc

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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source=arxiv_source observed=2026-08-03T12:01:36.743620Z digest=sha256:d20618424c04954b2724a7953d3f0af51b4034d8cfa25efa71f2c27633e3f150

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=sha256:6c6df063799d32550ae7cd78e79a189cc4cb68dfa9c2bb8c5eae687f4c280f44

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:e5e2e56792437de52a899f364b2b3c25287054a368ae5ec9ca2a496df6644678

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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source=arxiv_source observed=2026-08-03T12:01:37.105186Z digest=sha256:865bc23c051633af42b4d4b118a7bd64cfcd6813082a3eae0ae997a10918cef7

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=sha256:08318072b26cfe210f1b7ef3e722c55d85a743051df18b8e658815791fb2ab42

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.272793Z digest=sha256:b894b7a0dc589c0de53885273dbbe2ce146eb79f5f405b6fa4f0b533bc3e6117

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.356277Z digest=sha256:3e5db2b8eca793861a034a7fab6d7685d7d80ac01011c6db243a6d889bf8c799

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=sha256:128e4dea06f0d48f3705393aee32b1f2968d82cad7911a67b8a198b5afe46bfa

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=sha256:68037eac28b50f19c74fbec265ccecc15adb6e335609ef9d868896c608ae4abe

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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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T12:01:37.640228Z digest=sha256:5fa9dd9f7aeb6fee3587fbf8daa15098eea9684429872869a21fa12463909799

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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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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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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Reference 85

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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

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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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