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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:025d34f8a128a6ab170715f1a162f29c219dd27d44d2e934df689e59f67d3174

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:bec207d381ee3f9e10e426a29a5a24357b6195684dcf96511de2812355a6bc57

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:80e9e408296ed324bf71a76d96bfd64bce1ce499ecb1dbcc5352798721b39767

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:bda7d58569ccb8bc1f35d681dc7344f2268342187ec917db523921042d2a517c

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:141acc7e73076d2bfe3476ae4f67d3961dcb36e585558f7738e6e07b468f1ac0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:6d13e3707a82df0a6c6acf12c02838d40edbcb6a3d81864c66313787bcf1d0ed

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:76228f7ff259964f58a90f052817f6834f876dd72306594e2e94d38c0323ad14

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:22c71717954975a44b8f412fef6a89743d29971fe2c83ff510a11ff57a9e08b4

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:b31f36d486f0c2bbe8283b749bda9c02cc03df7cd2c7118a00e104e2897b073e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:f2624dab94ad2cb8f656c2094274e4a4df97b504d93a570d65e83433985dcacc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:3f1b1f1c23dc552df85276ab801f97770852ce96ca465f0d6a79a88922416a6f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:6e3791e117f84e5116141bd0bb92065c6f7350ea68381dde98752af4b9ae6fc6

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8d3046052f08baa9175b169d8a7a39a58a8302363b2f232455745741b2d93cec

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:0b3d1de1474e4498e3b6da919da672a2ea7eae5ba4d87cfa7c277ca60d5d12ac

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:6a2daaac58af41bd2a8a7398ec407b549c6a72c1c029644573b0b321f828047f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:31d59cdb2a17db444b2e1888ca260d8d39fa47cd66ea4d61b842aad88a7c1f85

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d46e6078a2262f09f34211511c6fcbd3b2e794067bbe0ba2feefc5ab4cb168bd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:722a369958589e7786ffb9c2c07ed4e5bf2f39702bf2de6477e23f94b62f9a99

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:3a002338bad16c8c6ce41450225df2b9d1662e765604405c7a1c9f9cb3396584

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:99cda023b460b94f0e62ad1286d42b7b5164c1e16802ba4a8475252960e0e4ab

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:19bd879bb5ab7905994ec2ab0feb0eec9f1d9540be1010fc5f294252bba8259a

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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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:213b27cb6008a9ddc2d5ac4eecbb411a8cd95f36754bf4b78c1608772822e560

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:693dc73b751f8d2cafbf0eaac005d3201ee705d67480decc682fb9e7a656efe5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:ce658022c294aaddc6161c3f59384a4c60ad7041abd6bbe5a6445769a28a0f6d

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:0ddd504a1e5895b5428bb423b3efcb10a0fb02b05ad8930ed71c63e64c900b37

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:261fdce59ef14092cf4886df951e64fcd9b4688e98474ccf1cc7675739fa1f12

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

This paper cites business.

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

Reference 28

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8a1310994527f38a9d8cdf30a42b20620f210d824d7df5cfbe2fef50136868b9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:06a4e04d5ffbea55f0169f7f374d29f2a1ee0d5b972a886d2afccd6e5cf991f3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:b9d37f74ed1757370ff217c99e2f4c40e52ff0356aff39c18544c77353baeb88

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:4040c47145fe4ff6e4cc3d34522eee3cb5dc2949678837b3a01ee3312278ed19

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:54483e109ea87dfcc116f3121d6c0721b1fa9aaa6d37004278cadbf489dc231e

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

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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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:7b2cf7a002fa4df589091d0af3d6bf9c27acc848b1f62ff6927a6086908c6451

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:451f04733f040d9996ed5db0fa3b551ee5c2b6a2f89695101c60933273fd0dcd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:7b28a7b223278f2f04e84df8cf01bcb0fc72e2d214068d8f6a3c359b2e1b95ab

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:ff2019aff816d17fe23a8a775337f678adc7ddc34d67c263d24e6e1a1a781dfc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:2f98544808b8dcadddca805c6c596b0a34263a822896cd0e62cf4fea5f038bea

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:0940313000fff25529f8fda7b58764b92d102b255e5ec2ca9419f78bcec6343e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d1296e2be517d7ad138ed6bc765ea019ab706af1e3cbac257e38bfa9c1e66ee2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:0eeb06f66918dd48d7dbff5d2077c7cefacacd71df10a16d194a51dd1c32b5ce

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:c45747c895075de01dcb30bba3fd19d297461bf1e835c3c88348cc47cf13c660

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:82ddcc7a3b0a558d39abc18333402e12bf5e99c016ba42013e77ccc178c03e4d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:8cbd2f2d37324739760b6635039cbfbb94bedf007d1bc89469d519d710b28dbe

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-11T01:18:35.684352Z digest=sha256:d50376702db7651d93180429212a942b7101079b08e59215b6e5ee69226ed6fe

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:edd8f569d3afb975c341d89f01a592217558d10825ff093018ebc5009c11445e