Pith. sign in

Paper Citation Record · LEDGER

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text

As of 19 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2411.12764.

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

pith.paper-citation-record.v1
2411.12764 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:58:01.113531Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact1
  • verified fuzzy22
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 57d74e6b-0558-44e2-9f24-ec96ae88e05a · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.954251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.954251Z digest=sha256:6c904334192cdcb4b5a3294da76a347dc0efc39183cd555f9b24f186bf3575d8

Observation c61b263f-f84f-4015-b6fd-8d7573ed2f27 · outbound

This paper cites Interpretability study for long interview transcripts from behavior intervention sessions for family caregivers of dementia patients,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Interpretability study for long interview transcripts from behavior intervention sessions for family caregivers of dementia patients,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.590097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.958809Z digest=sha256:887c657dd9120d39cb34d9fbaf152df4d57515bd2c5ac08e845a4985e5754c94

Observation d3ccdb62-fec7-4239-b201-b5416ad33a6a · outbound

This paper cites Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.961821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.961821Z digest=sha256:fde07d4677ebd31569965acebafd69e8f374b8efcea74bf3fb37d87f4efcf399

Observation 993a84e3-fa1a-4d24-a957-88448e5ce3ae · outbound

This paper cites Learning with interpretable structure from gated rnn,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Learning with interpretable structure from gated rnn,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.581806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.965565Z digest=sha256:cf1588da1efcf62182f7c6a9363e10ee396819c38507f2c1cab1b15a6418c977

Observation 2ca52ad7-ced7-4872-a383-87b5bc6a3979 · outbound

This paper cites Learning with feature evolvable streams,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Learning with feature evolvable streams,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.573906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.968887Z digest=sha256:35bdbb6ff14ecc0ff3a87799f0373e6ac8516cc19e50aa6b66906770e9c410e9

Observation f550b1ee-44d1-49f4-bb47-a35c466d13d6 · outbound

This paper cites Interpretable deep clustering survival machines for alzheimer’s disease subtype discovery,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Interpretable deep clustering survival machines for alzheimer’s disease subtype discovery,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.566129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.971933Z digest=sha256:ef5d5c562180be2847d7714323e6e2d07bad337ade9109b4fc11ae437f6f6f29

Observation de734a89-4c6f-4d83-88d5-8d25203d6387 · outbound

This paper cites A Watermark for Large Language Models.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text A Watermark for Large Language Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.975172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.975172Z digest=sha256:af24a3f3bc355f415cea6cf0950fb9ad38a1c23864544f5303cd80fd7520d562

Observation 44ba6212-827c-400e-a213-801163af393e · outbound

This paper cites Adversarial watermarking transformer: Towards tracing text provenance with data hiding,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Adversarial watermarking transformer: Towards tracing text provenance with data hiding,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.558202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.979197Z digest=sha256:8b3b9d876151cadc0c95e5efb5ba5dbda8c5c23869eca61bd9bbfa5a68917ef7

Observation 933ce8ed-feb6-4487-88ac-251c6e5d5557 · outbound

This paper cites The Ethical Need for Watermarks in Machine-Generated Language.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text The Ethical Need for Watermarks in Machine-Generated Language

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.982490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.982490Z digest=sha256:fc0a44a086e6be8ea5f13b9fa7f8dd5f45af7696c8eabbdf6038bea31805b333

Observation b5426449-a18a-4f26-9d57-e0f4f178a184 · outbound

This paper cites EAGLE: A Domain Generalization Framework for AI-generated Text Detection.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text EAGLE: A Domain Generalization Framework for AI-generated Text Detection

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.985573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.985573Z digest=sha256:29df313b2ecd5b7914608e8aaa897509fa792c515789593660c6911a1ea6e2e9

Observation 4469fa95-fbfb-4464-aca5-c238f20aa021 · outbound

This paper cites The enemy in your own camp: How well can we detect statistically-generated fake reviews–an adversarial study,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text The enemy in your own camp: How well can we detect statistically-generated fake reviews–an adversarial study,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.550081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.989196Z digest=sha256:9e37d95553927e6e040db1ffaf30de78ba1e3ae93684603c10628d83748300cd

Observation 22b7de0e-38f4-4d9d-aebc-e4199d0e7ce8 · outbound

This paper cites Defending against neural fake news,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Defending against neural fake news,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.541508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:00.992618Z digest=sha256:bfda0ae8b98ab65d4c30694b5e0e71b68c620ef979c8d19746744ce4496d6a9f

Observation 42e5423f-54d8-4228-a1ca-5862f6967083 · outbound

This paper cites Real or Fake? Learning to Discriminate Machine from Human Generated Text.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Real or Fake? Learning to Discriminate Machine from Human Generated Text

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.996040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.996040Z digest=sha256:27d362a924d28f24759bde1fe063cc18ae44da8da50e25fc7958a2906cfc378e

Observation a8875d78-2566-4bfb-834a-29e47643f3a8 · outbound

This paper cites Automatic Detection of Generated Text is Easiest when Humans are Fooled.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Automatic Detection of Generated Text is Easiest when Humans are Fooled

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:00.999792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:00.999792Z digest=sha256:5e981dcbcd2d356f6ec268088162d6f829503ed7c6485e7fa29b0340a3cba133

Observation ad06b7af-e8b8-4b6b-8379-97a3c2818d0a · outbound

This paper cites New ai classifier for indicating ai-written text,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text New ai classifier for indicating ai-written text,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.533172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.003438Z digest=sha256:5b96f96edee521c5a4ef4c583dc886f0cda3976f48456868723e85f8cd4b9e19

Observation 9b4a56fe-a088-4a0e-8501-d447ddaa0482 · outbound

This paper cites DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.006734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.006734Z digest=sha256:9e8ea319cc7c3f4c0c8ad515173f379ec19426bc57ecbafaf67ea1baffd13270

Observation 1e9075d6-b5d0-4c0e-8536-6eeb9c27bc5d · outbound

This paper cites GLTR: Statistical Detection and Visualization of Generated Text.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text GLTR: Statistical Detection and Visualization of Generated Text

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.010219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.010219Z digest=sha256:b2a6cb765354fe320db77f9cb76624a2ad4b7bc94b592f1aea0d72270b7a38e8

Observation aba03031-ac58-4649-af92-16affc7f92bf · outbound

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

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Release Strategies and the Social Impacts of Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.013642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.013642Z digest=sha256:d560aea5e5dfe1ec0948c93709e91b7624c25ec5c344853793fc5a98db2a217c

Observation b09009fc-95f7-4d66-a485-b6024f1830a8 · outbound

This paper cites In- trinsic dimension estimation for robust detection of ai-generated texts,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text In- trinsic dimension estimation for robust detection of ai-generated texts,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.525152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.016864Z digest=sha256:3a5d65ff20839d247e2940a248d7ca3e411706f210e1630cfcc3d31d005e30d4

Observation 4d0891de-71cf-4430-b879-2b421d9c64d7 · outbound

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

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.020092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.020092Z digest=sha256:0783c94ee5649b914e9464a5d243895f745c8febbbdf1a235da3e9a4fd7d36ff

Observation a935e66b-870f-4fbd-9c19-17f3dce7569d · outbound

This paper cites Raidar: geneRative AI Detection viA Rewriting.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Raidar: geneRative AI Detection viA Rewriting

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.023275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.023275Z digest=sha256:8d61be9646530f06a1b43bc9d509a7f788b0fe0f89306717369b36cea47cbc52

Observation 67a76dd0-ec50-436a-a2c0-e97ba387d070 · outbound

This paper cites Can AI-Generated Text be Reliably Detected?.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Can AI-Generated Text be Reliably Detected?

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.026685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.026685Z digest=sha256:60801d84e89b0b92aad792e4f185098039c9b2902f3aa882117ee0eae46034ce

Observation 6b413789-985e-43bb-abac-04524620061e · outbound

This paper cites Gptzero: An ai text detector,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Gptzero: An ai text detector,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.516827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.029850Z digest=sha256:c5b510f1bdfcaae75ac7fb09e539ee6cce8c20a0645a73a0ce47bd5528f57f08

Observation e8e89a36-f972-4ea6-831f-cb9b854e47ed · outbound

This paper cites Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.032732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.032732Z digest=sha256:1f26f88bc4928333b76821c52bc52785209192cec21b19e299125c8e64c6cfab

Observation 21a468ab-09d6-424b-8a7b-3759998cdd64 · outbound

This paper cites Provable Robust Watermarking for AI-Generated Text.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Provable Robust Watermarking for AI-Generated Text

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.035944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.035944Z digest=sha256:ad1bdcf7e0d7a829c596cbff49d56db8d679eefb4c0156b7dfc2a37b475a7174

Observation fcdf0732-11c3-40d4-98ca-c8b48ad23a4a · outbound

This paper cites REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.039218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.039218Z digest=sha256:636d59713fa192bc43ef7ca127dca6eb7bbc24be77ee27e0a1e68631856d877c

Observation 57773798-867a-4a99-95f5-b8100bd1c81e · outbound

This paper cites Cater: Intellectual property protection on text generation apis via conditional watermarks,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Cater: Intellectual property protection on text generation apis via conditional watermarks,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.508504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.043029Z digest=sha256:0ebd0081eafd8529035a4ec87948c3efd89d4208717309614e399d61a598fa9f

Observation ef6a720b-1d66-4e33-b247-2caa5222bf4b · outbound

This paper cites Protecting intellectual prop- erty of language generation apis with lexical watermark,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Protecting intellectual prop- erty of language generation apis with lexical watermark,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.499542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.046016Z digest=sha256:466c66d9301e02e22991f7739af4fc779761b01989f0686688238fe4b91fea4a

Observation a34fd9a1-b68f-4630-8212-1ca2de381925 · outbound

This paper cites Robust multi-bit natural language watermarking through invariant features,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Robust multi-bit natural language watermarking through invariant features,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.490783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.048938Z digest=sha256:14473436cb4e414a1d020064c635812fb32ffc3ce8718bd8a1f72c534aef28f8

Observation 2f95673e-e439-4315-b551-9fe63290f06e · outbound

This paper cites DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.051737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.051737Z digest=sha256:fa52d4b2c47b86ed782038f7b93c0a76bcc47940e29afed6d0cacf0f671c1f2b

Observation 8c6fba70-5fe6-49f0-b1ad-b3f1ce97ce22 · outbound

This paper cites Watermarking Text Generated by Black-Box Language Models.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Watermarking Text Generated by Black-Box Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.054753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.054753Z digest=sha256:0bddcf236c834431b53913466d4b7faa10cdcc97bdccde746ef18fc185a9e94f

Observation 043d0ee7-8985-4bf6-bfbe-512349575218 · outbound

This paper cites Watermarking of large language models,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Watermarking of large language models,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.482346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.057716Z digest=sha256:502b7f6c4b0cb7ce4e9786faa7af5a0a3c212e5e8a340bd898af1e7a6798b200

Observation aa816f4d-ac03-4838-928e-27c47cfd35a6 · outbound

This paper cites Generating Steganographic Text with LSTMs.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Generating Steganographic Text with LSTMs

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.060487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.060487Z digest=sha256:8d214348a6a4159bc869db334161b119e778d8301e892c1971b0ab8f7a7b8c30

Observation 63b32b1c-9317-4ddf-81f0-6fa02e74ace6 · outbound

This paper cites Detecting fake content with relative entropy scoring.,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Detecting fake content with relative entropy scoring.,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.473698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.063464Z digest=sha256:3fed3b29091007b8dfd25f36daaf5f782df4e59cfd9509fe37774949616563a2

Observation b913ca9b-3ca8-4765-b215-50a1ab06c170 · outbound

This paper cites Computer-generated text detection using machine learn- ing: A systematic review,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Computer-generated text detection using machine learn- ing: A systematic review,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.465151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.066333Z digest=sha256:9c04ab32052d717d4f4d8c2104d3e3104e4a1ac2ae250410bdd2b0fac6d11fb0

Observation 8312fc89-4ea2-4d00-8d45-b3d2ca900a93 · outbound

This paper cites Language models are unsupervised multitask learners,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Language models are unsupervised multitask learners,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.069740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.069740Z digest=sha256:cabfce4ba731b10720d32d1700772c6c836af3ffbcee06c90a525a7ca11092f1

Observation f77693f8-a301-4d40-ad45-8458544c510c · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Sentence-bert: Sentence embeddings using siamese bert-networks,

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.072739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.072739Z digest=sha256:99988b76ae5d77be7c6374fb96c0b0c5e538b30bf105dead3417b0d96aef5de2

Observation 109d52a3-cda4-40f6-98f5-f1f1488549ca · outbound

This paper cites Paraphrastic Representations at Scale.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Paraphrastic Representations at Scale

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.075557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.075557Z digest=sha256:67c28f0a02cda8c9c4288165f49ec31a85785f0e7cfad454f4c81ae681e536c1

Observation 9005700d-63eb-40e2-b87c-be317a60323f · outbound

This paper cites Sentence Similarity Learning by Lexical Decomposition and Composition.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Sentence Similarity Learning by Lexical Decomposition and Composition

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-12T18:58:01.157672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.079362Z digest=sha256:be94c62d348555426d7db6c388bba3c6b781fc9677da750b9db4e016db4d9fe9

Observation 19d6f0e6-570c-43c8-80ca-b3cb2e6eeee6 · outbound

This paper cites Hcti at semeval-2017 task 1: Use convolutional neural network to evaluate semantic textual similarity,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Hcti at semeval-2017 task 1: Use convolutional neural network to evaluate semantic textual similarity,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.447362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.083051Z digest=sha256:730b8021abcd678216e9deb707e2b5cd5721dd72fb15f600f20297a0017e571d

Observation cfb7e071-83fe-49d7-af35-a57915419342 · outbound

This paper cites Sentence modeling via multiple word embeddings and multi-level comparison for semantic textual similarity,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Sentence modeling via multiple word embeddings and multi-level comparison for semantic textual similarity,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.438474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.085788Z digest=sha256:c6c6925d2dead1a9e8d1e8634643e483639cc8c60a09f93dd8f4266d627055fc

Observation 93831b67-f833-47ff-8f56-e3dfd27f6d81 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text OPT: Open Pre-trained Transformer Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.089348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.089348Z digest=sha256:b447e16e7690482dfd5e4b5ef7efbc8c06193945503e78249ec974583fa5b4f7

Observation 158385b1-c9e8-4e94-998e-5a3083642b59 · outbound

This paper cites Language mod- els are few-shot learners,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Language mod- els are few-shot learners,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.092958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.092958Z digest=sha256:d3f4bcdc3f0c310abfd4f890eb8f1196a80576400290dc624dbe7c173942ec50

Observation a9295e04-cfab-4c80-879e-ef253adbccf9 · outbound

This paper cites Gpt-4o mini: advancing cost-efficient intelligence,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Gpt-4o mini: advancing cost-efficient intelligence,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.425111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.097689Z digest=sha256:02ac9a3cabc0a9e762448594d09cf2366de53e0278ad28bc78f81f0eadeef1dc

Observation f7dc416f-aeca-4d79-a061-35004c5b87e5 · outbound

This paper cites Billion-scale similarity search with gpus,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Billion-scale similarity search with gpus,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.100955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.100955Z digest=sha256:89cd43754378131a941309fc2c80b609dcee361b57e3878431f9d354c986a9f2

Observation c5855ef0-646b-4776-b07e-ca21bf936f93 · outbound

This paper cites Training language models to follow instructions with human feedback,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Training language models to follow instructions with human feedback,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.411611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.103908Z digest=sha256:7c4a35396c7be336409ce934270082c6167108d0ed26384063da9b20abcf7132

Observation d9df3e00-04b6-467a-a00d-4515f19d6768 · outbound

This paper cites Maximum likelihood estimation of intrinsic dimension,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Maximum likelihood estimation of intrinsic dimension,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.403072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.106808Z digest=sha256:4f7590b65d74ea7e42f8ce10df6a09796a5d4f39965c314838d8ee256ec65aac

Observation 4fc11507-b9ba-4ffc-a255-42c574a280ea · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T18:58:01.109615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:58:01.109615Z digest=sha256:694ac2033edc053fc0a3905ce39c8258cb55dfa58a5dbba0e826b7d3ff1fe4b0

Observation c7f873c3-cb45-47b1-9682-f220e5c40d6e · outbound

This paper cites Gpt detectors are biased against non-native english writers,.

SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Gpt detectors are biased against non-native english writers,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:58:01.394364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-12T18:58:01.113531Z digest=sha256:be25afbbf07d7616ab8013cd8f242a36721e68b9b7a489f5fe69147ec5866f46

Pith citing papers

No inbound Pith citation observations are available.