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Paper Citation Record · LEDGER

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text

As of 4 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2605.06903.

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

pith.paper-citation-record.v1
2605.06903 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:18:35.684352Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-30T11:04:02.181424Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

  • verified exact8
  • verified fuzzy36
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 044dd01a-6b32-4cdf-87fb-b2cd5f7e999b · outbound

This paper cites arXiv preprint arXiv:2602.13042 , year=.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text arXiv preprint arXiv:2602.13042 , year=

Reference 1

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verified exact
arxiv_id, observed 2026-05-11T04:30:57.375391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation c4e8d8d8-c67c-46fb-be1b-cea36b143d3d · outbound

This paper cites Qwen 3.6 Plus.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Qwen 3.6 Plus

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.529268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:cf5b2aa575dd8db7586749e93ee273a60731ee1f8b2656fc7265d8c9feedb6c5

Observation 4d9095e7-7138-4c91-92cd-a5168282bf38 · outbound

This paper cites Claude Haiku 4.5.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Claude Haiku 4.5

Reference 3

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verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.523299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:af86990942ca10dc8d004b9f9bfa329afac7f97bf4c70833cec6f1e4a825f159

Observation 57cb8868-b464-418a-b410-2baa4d7485bd · outbound

This paper cites Fast-DetectGPT: Efficient zero-shot detection of machine-generated text via conditional probability curvature.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Fast-DetectGPT: Efficient zero-shot detection of machine-generated text via conditional probability curvature

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.520222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:bff46748e9b1ed0f9c9077aa7f248e7e047e80ffc131d326e9e9334d761a17b0

Observation 7d3b6b9e-ed3f-4400-8d88-f972a97d0448 · outbound

This paper cites Diversity boosts AI-generated text detection.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Diversity boosts AI-generated text detection

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:30:57.363276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:26c93b06c199e39e405e62f62c70cb26ac2465ce17cfb594352ffd820af4878e

Observation 2fa3cb9b-bb87-4b62-9cb9-1171dd9868e9 · outbound

This paper cites Learning to rank using gradient descent.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Learning to rank using gradient descent

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.508244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:352fe022b8458fa53a4624388a11c6e91636bfa49dbb9061f9fcd34c5db0f5d8

Observation 9cce0565-72c5-439d-8358-fcfd165057d3 · outbound

This paper cites RepreGuard: Detecting LLM-generated text by revealing hidden representation patterns.Transactions of the Association for Computational Linguistics, 13:1812–1831.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text RepreGuard: Detecting LLM-generated text by revealing hidden representation patterns.Transactions of the Association for Computational Linguistics, 13:1812–1831

Reference 7

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verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.393384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d69ef9ae24184935bd487a0a7b05e7d3917653a64b29661dcc152759aba03358

Observation c7f419ec-76ea-4e08-a243-e6b6158cedb1 · outbound

This paper cites Machine-generated text detection prevents language model collapse.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Machine-generated text detection prevents language model collapse

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.424516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d0e95d983911c1c657bf81fcf72d7135623d54d4a967bbe4162d43b32022f744

Observation a2b3ae23-acec-4642-a7b7-3ca61cdf5f1d · outbound

This paper cites RAID: A shared benchmark for robust evaluation of machine-generated text detectors.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text RAID: A shared benchmark for robust evaluation of machine-generated text detectors

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.383879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:34ab47065157f5f60d7fc24f8a9a0b2f09b40b7235b1a877251cc47c386de9f4

Observation 73e219a1-d31e-43f0-874d-e17cbcb75717 · outbound

This paper cites GLTR: Statistical detection and visualization of generated text.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text GLTR: Statistical detection and visualization of generated text

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.498206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:4a6f94da5075e54598ac6d2a1e021f164570a5399563b6be83cdfd5342937eaf

Observation 29eb9702-b103-4dcd-8d49-df0e48e5a2e8 · outbound

This paper cites Gemini 3 Flash.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Gemini 3 Flash

Reference 11

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verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.505029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:2144ecd724290f992e533c3a48d6ea63b75a25cd35abf3236ca2bbd0abec410b

Observation 29c4a5f2-c5d8-4192-bdae-6af6a8b5185d · outbound

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

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:30:57.334104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:64929e81de3cfff527f64f73cb1b949e90780cea03128889eb370cdd3b1f5163

Observation 6a425a8b-03f4-45ef-a8bd-d20a337282ae · outbound

This paper cites DeTeCtive: detecting AI-generated text via multi-level contrastive learning.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text DeTeCtive: detecting AI-generated text via multi-level contrastive learning

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.411563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8e7988ce53d5159ce10a0e79f7a81f5276f1ff84f450d2d5518a84d751ea9347

Observation d74aee32-a573-47e1-b1f6-27dcf7fa925d · outbound

This paper cites Spotting LLMs with binoculars: zero-shot detection of machine-generated text.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Spotting LLMs with binoculars: zero-shot detection of machine-generated text

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.511205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:142f4a47a260b58406949d9a9ad34b5e0f71392c194131c06c4ac7a966edbf42

Observation a6a24425-dfaa-4db4-ab77-82a97e715bad · outbound

This paper cites In Defense of the Triplet Loss for Person Re-Identification.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text In Defense of the Triplet Loss for Person Re-Identification

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:30:57.354057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8dc168df25789e0ed0ad0c6a7d5d590a753cc7886cd777b0b2a4ede1fcfab3a3

Observation 6ddbe502-cf84-4dd0-8167-ee81ec1966cf · outbound

This paper cites Distilling the Knowledge in a Neural Network.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Distilling the Knowledge in a Neural Network

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:30:57.298903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:2b5045862b4d38a28391eecb265cef90e6108d4a6954f659dcd6bfe66c493bde

Observation bf65c8c0-1941-4359-b84f-160000323670 · outbound

This paper cites RADAR: robust AI-text detection via adversarial learning.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text RADAR: robust AI-text detection via adversarial learning

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.469654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:321cbc2ce77007f4a8aed8c3e11cc0e7563f40f2349d1e7bbfd7c3ca936d50fc

Observation c613f24e-2e8e-413f-9d75-77dc0773b3d0 · outbound

This paper cites Averaging Weights Leads to Wider Optima and Better Generalization.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Averaging Weights Leads to Wider Optima and Better Generalization

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:30:57.327867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:db215da70e85c75a50554cf289348a66444697d099fafe8a9e4171a43a9ea442

Observation 3054f8e3-8e9d-4962-b309-06845d0213ed · outbound

This paper cites Multi-task learning using uncertainty to weigh losses for scene geometry and semantics.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.473171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:e4aa9c3fef67d2f9c85f2db403db0d9d859eb66e1844f37c8178df1988b5ab47

Observation 06add45c-f432-4bff-ae09-b4d0fe12a2a5 · outbound

This paper cites Paraphras- ing evades detectors of AI-generated text, but retrieval is an effective defense.Advances in neural information processing systems, 36:27469–27500.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Paraphras- ing evades detectors of AI-generated text, but retrieval is an effective defense.Advances in neural information processing systems, 36:27469–27500

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.347522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:fa09daac172c556d92e4fd1736f4de4946cf6d3924c323ad848197af695e26fb

Observation c05f7437-2ace-4288-9fa8-07eb6f59aa98 · outbound

This paper cites MAGE: Machine-generated text detection in the wild.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text MAGE: Machine-generated text detection in the wild

Reference 21

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verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.459723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d7874bf027a48c75631c13955c2b458e4734500574e0a73ce48b2f98a71b185f

Observation 27da8c53-c8e8-4013-a982-a8ace1052124 · outbound

This paper cites GPT detectors are biased against non-native english writers.Patterns, 4(7).

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text GPT detectors are biased against non-native english writers.Patterns, 4(7)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.358841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:f40caff69c9cbaf3be7749f787dc9a3f72f072995ea8d57525517e75cfbe9277

Observation fb5781c6-637d-4cd0-8c53-33dbca8f5b56 · outbound

This paper cites Uncertainty regularized multi-task learning.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Uncertainty regularized multi-task learning

Reference 23

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verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.452582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:e4829e9d58a6d8946f6b90ec0d470e202b149a586e19f3d9ab6b14a0dd646ad2

Observation 5289a095-d3af-4651-8b11-edb24961e453 · outbound

This paper cites DetectGPT: zero-shot machine-generated text detection using probability curvature.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text DetectGPT: zero-shot machine-generated text detection using probability curvature

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.465845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:45cd6c873a3a9a9e4ede4f00824ac082c5aeab4d5bd0ef888d4158f42381c719

Observation cb4ce2f1-4fc2-4d1c-8977-7b8c5a7cbd7c · outbound

This paper cites GPT-5.4 Mini.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text GPT-5.4 Mini

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.350165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:847ca406d1cc8c7c34005990aa98ebc55c80c9f180a31954b009109434fd24c3

Observation dc42a387-2681-4055-9af4-585a1e8769f8 · outbound

This paper cites The FineWeb datasets: Decanting the web for the finest text data at scale.Advances in Neural Information Processing Systems, 37:30811–30849.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text The FineWeb datasets: Decanting the web for the finest text data at scale.Advances in Neural Information Processing Systems, 37:30811–30849

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.438245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:253e3a6dcd63d9de178e2849e35f6673569072f12571166e4433943cfb502ade

Observation 80347850-5594-4b9e-9eb8-b60c6df84fb0 · outbound

This paper cites Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:30:57.345944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8ef0afa79a521911c2fe2ce6fab4ddab07e619577a1ca1a1e1908e537355744e

Observation 6245a587-004d-4141-aff2-1bf6166ef4e8 · outbound

This paper cites business.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text business

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.445126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:0feb98809070b9f4dfdafda5ae3ba53a311bd8d1dbc0d2f9259bd5ac1ccff64a

Observation 1ebec691-c580-41e8-8b4b-3083912655a8 · outbound

This paper cites Facenet: A unified embedding for face recognition and clustering.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Facenet: A unified embedding for face recognition and clustering

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.477832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:24ed0c1c2f98c60e163d134094a43e1aa0f13f6fa452d069f77d86c6ea8b1248

Observation 1ac75f9e-f167-4245-97c1-95f4d3035c61 · outbound

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

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Release Strategies and the Social Impacts of Language Models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-16T16:17:32.011804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:3a86ef03e375b340b23c7c93572e4e586cc799551e75a1e35903c124c0a7ce03

Observation 0e3d165f-4b88-4401-9afa-a5368521639a · outbound

This paper cites Grammarly AI writing detector.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Grammarly AI writing detector

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.399583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:0f8f2bc042c62eb9594ab3576538a346ea63dc07f95fa6ceaa76bf8df43690fd

Observation 0bb39ef8-2282-4933-bd8b-d4628abbdd54 · outbound

This paper cites FAID: Fine-grained AI-generated text detection using multi-task auxiliary and multi-level contrastive learning.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text FAID: Fine-grained AI-generated text detection using multi-task auxiliary and multi-level contrastive learning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.403211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:07a6cc22ccb8eafe02ce3bee8d47254d3c342804c5f082fbf23bba6f891a4fed

Observation 80eb9801-3711-4a08-bdd1-29b7f9158cd2 · outbound

This paper cites Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.418341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:f9a127d8095c0599e030b68cf2329cc7d14a98f5df01febc90496b25ddbc3110

Observation 3753b50c-14d9-4927-a868-826825a66386 · outbound

This paper cites Modeling the attack: detecting AI-generated text by quantifying adversarial perturbations.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Modeling the attack: detecting AI-generated text by quantifying adversarial perturbations

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.432053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8215fa5211c8d71d9eda6e3ec60ef556061d38616117e5b25157b28d5e3d12bb

Observation 0a9f9a90-b62f-4c21-b4e5-f3b14100b987 · outbound

This paper cites TURINGBENCH: A benchmark environment for turing test in the age of neural text generation.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text TURINGBENCH: A benchmark environment for turing test in the age of neural text generation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.354328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:98699a9b1a2ba34cdd0cab9d707a6223a7e6f67859e303d28e833a006017995a

Observation 8a9e7ded-14d2-4a19-b2e5-c200136bfaa3 · outbound

This paper cites Ghostbuster: Detecting text ghost- written by large language models.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Ghostbuster: Detecting text ghost- written by large language models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.380144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:7d5a4fcb5e5fbfbf509a19c80afc01c107075ac853d503c00fdb65bedc3c47a0

Observation 4ca32c64-c1d6-47ca-9349-378f8707be8a · outbound

This paper cites M4GT- Bench: Evaluation benchmark for black-box machine-generated text detection.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text M4GT- Bench: Evaluation benchmark for black-box machine-generated text detection

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.366884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:82d7d8fd3f10a6d2e87e33e2e4164a66fe8299094d2a399cc2284d2cbed750c2

Observation 747f0e04-d0d0-4814-bacb-f35d1ba11a19 · outbound

This paper cites Smarter, better, faster, longer: A modern bidirectional encoder for fast, memory efficient, and long context finetuning and inference.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Smarter, better, faster, longer: A modern bidirectional encoder for fast, memory efficient, and long context finetuning and inference

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.362109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:326126d01506c2f4167114d8091212db46e2175d9ca316208ea581b460caf3a9

Observation 9d30a379-7041-4a11-90f0-486712528924 · outbound

This paper cites Seq vs seq: An open suite of paired encoders and decoders.The Fourteenth International Conference on Learning Representations.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Seq vs seq: An open suite of paired encoders and decoders.The Fourteenth International Conference on Learning Representations

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.396557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d3456de1d2a514ae56d5a3fd1e2ae4338283570797f76c6cc125f17d200db921

Observation ccb14f18-bd70-418f-a753-9fc7d1ecb9e1 · outbound

This paper cites Advancing machine-generated text detection from an easy to hard supervision perspective.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Advancing machine-generated text detection from an easy to hard supervision perspective

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.389930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:e97ed761487b33a5fcf9876164742a45b77ad6c1b167a684637f7e08592e67aa

Observation 67118a27-3e7b-4400-8968-b685ec780f3e · outbound

This paper cites DetectRL: Benchmarking LLM-generated text detection in real-world scenarios.Advances in Neural Information Processing Systems, 37:100369–100401.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text DetectRL: Benchmarking LLM-generated text detection in real-world scenarios.Advances in Neural Information Processing Systems, 37:100369–100401

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.376963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:340b968b5595eb55479fdad80e22db285f50914f9c42d35afbca04335dee3d90

Observation 5d231e49-85d7-4199-8321-0d54f2020888 · outbound

This paper cites LLMDet: A third party large language models generated text detection tool.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text LLMDet: A third party large language models generated text detection tool

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.514791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:ee55884ed5332dc8043be71110c8d4b2ffe885888652704239f2ec23356060b8

Observation 74b03e12-b021-4f66-a970-e53fd48347c4 · outbound

This paper cites Human texts are outliers: Detecting LLM-generated texts via out-of-distribution detection.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text Human texts are outliers: Detecting LLM-generated texts via out-of-distribution detection

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.428633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:31f3295e9409c28058090909534317f7b906a18666b428573a169209c22cd160

Observation 911c8078-6888-4978-bfc2-8adbed7ff84e · outbound

This paper cites I ’d imagine it has something to do with availability.

MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text I ’d imagine it has something to do with availability

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T16:57:29.485984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:891c90431ea294a941046edcb44b4e42082932f16c198c2994fca4f77df9d22c

Pith citing papers

Observation 43887a0b-e4f4-4aad-964a-b96a4f2d5fa9 · inbound

Pangram 4 Technical Report cites this paper.

Pangram 4 Technical Report MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-30T11:04:02.181424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T11:04:02.181424Z digest=sha256:a997f606e56ad8b02d9d0e81cfbd11e5e20666e61fb3a751e54b40b1ac7b3166