Pith. sign in

Paper Citation Record · LEDGER

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

As of 13 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 2026-08-13T06:32:02.005865+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:ebf2eecae4fcb45464a5c78007bee4d56625f24a96aff52699a245691f5436b7

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.958809Z digest=sha256:374bbeb2c21e09ffafdb180b3cf86c423db90f666c5847bc3175f90d45d5217f

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=sha256:30797091c135ce273b5f1c00aa60720a17fae615bda5e7cefeeb929ee5e7f35f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.965565Z digest=sha256:19e63bbc8d5aeef2e814dfe8d5c045d4dd7c8e04328bf65bab0b123312ee6b85

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.968887Z digest=sha256:7c75ae4668847004ea3f0ef56edb3cb508813746e211f098f4fde709e67d8e1c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.971933Z digest=sha256:f81ffeea7d6812633dca6121428717e41ede69f73f3fedf7d184e0ab076506e3

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:fe88df10ca1a90fdbbda2c48d94425e29039ae930c33a0c546516d63d08a425c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.979197Z digest=sha256:9fa7f768800370b7667892fdbc1417f269758064324211117a24b3703c2f62ed

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:a4e583a3dc770fa213a205cc76c846251762bc8120955bf4ee42c6b4c4a355b4

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=sha256:099f57b6fbebe555bf34f21e2acb701726f2bae538d8cd37c3518771de9a2e13

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.989196Z digest=sha256:c6dd2d9bb5cd9816facdc6cd217df59bd554505661e6cd3c676baa6991d7720c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:00.992618Z digest=sha256:cfe9125037a8bd1d80647672d2b23b75dd2da138860910458c05f1686a52dff3

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=sha256:43cad8053487464a29b61d54cc6c3aad8a28a2be0fb0455823bdbf8a679a2125

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=sha256:7f25bce9bdc15c532dff698807c7418a5e069f3956ce415903eccb90a6ee4666

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.003438Z digest=sha256:73af5d105af8e7f5fed213e728a4df2f7ffb1da5a3b86d2beb005da2ae00553a

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=sha256:7119562a322efcc39592c0addbd20475a9c19fe9525c9565455535cb54129c3a

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:a3ee47894e9c9f33ffa024962c6e1bde489e61663b075fa8061ec261a80d6ab7

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:a4030d9076906f4d90b8022da37eb02197762f1448c08a2cc663bc5a542f3c97

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.016864Z digest=sha256:d40d59e5d1b61158fb829c2a94bd900d15e692b2d82844693ba58356efd45b16

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=sha256:584d0f3857ba0d44caf0d9a37ec4b5118faa9380743a75f90e82dc1d3b3cbc0c

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:e7387bd66258ce87f2ce308ecdcd38d7af54e55433aa0ec0e303bcc4957e1b00

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=sha256:1f39752295a699c0f8ab531c7585613351e44269d1fb0f5cdea3cd25acbe8b28

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.029850Z digest=sha256:af28fae6cd16d77e97d44fb72bc77b1b00a1e638abaa9410c9a16dbf137d4e1b

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:afc72969479113552f2cbd8738d757d949a435e81969c5b4275c08808f4ee938

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=sha256:5a90a1bd5d3abafc0dbebdd9659d7cc413636dc59b9ea42cb757b5a860f6aaf8

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:e953212167c1f91b29acd9865be01e8ea1ac535a0aa9d42bee714054cba3ba2d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.043029Z digest=sha256:62032f30c8ef1b3a7682609f146935e10cae7332ff2587cc35b6c4acebd5ba21

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.046016Z digest=sha256:2bd7573af67f33425be9eccc9e810046bef9d10f4925289dca1eec59aeb99dd5

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.048938Z digest=sha256:abfd93d6a03c408781c8dcb5869bcb647a010cdba2b7462b33917fcec82d9fdf

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=sha256:0bf2e3ec56960384080f9091cf82929e73fbaf1b16d5dedfef1dd927e7eadcdd

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=sha256:0a8018718d0f2441c7f679597a18a564e0d350668157210c821306bf115bd57d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.057716Z digest=sha256:d202b34851b4a34bbfcc99d7130b08ffa2560d00c0452a3f109e6a90b95f9e91

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:ae68ad8d448666b27ceef5a0c44f50c544d4c546e75498798c970617080b56b3

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.063464Z digest=sha256:765bc0ea499255c6b553547c986f244da8148e16c68e9b5fd0a851da17d67087

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.066333Z digest=sha256:3a7ba2235be482c284292ced155d605b344220c46190a032e3b7a86647c49f6a

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=sha256:9c78191599840f850c8675944940647ef9b51176b79114091b382e725ae2b4c6

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:ea4803b35bd9a9246f0e8bf32149fd58d09a00bc01736bcc4f3f424ebf7b9d82

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=sha256:2699b8854f3192622e85c456bcf5041a7c34eaaab15b419e1ee7a3e3c177da9a

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.079362Z digest=sha256:410b7ee6969e6764a11c4a7f998c6412a8509410656597249a442f502349527f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.083051Z digest=sha256:a44965a3561f8eda426749014254a1ec0e6ad58aa009c606ff6658f0ccf00fe8

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.085788Z digest=sha256:705b2a15a005de00872c2528fa992546992832004cb7388b4074c8f24b11c868

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=sha256:50b028e9c9fe3247167dc9b16689bd0c7d0e2a71ebe11110ae7dbd9a2f01fe39

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=sha256:4e9dcb0ac233dcc4b25fd683de3e7c7956007ca164275fc3eaa5a4eed6bcc20b

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.097689Z digest=sha256:37288660d6b7b626f75f466599a5ac1fda5d8b4b938ac4acde9e2b102d2e4825

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=sha256:38419cb56d8da7fb72fa6950769b39671024fe3b7904bfd57c95517e9c80837e

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.103908Z digest=sha256:55db8a9c444bf708f6e26ecb9406e7820f08bc04de15166c0303af2424b0f6f0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.106808Z digest=sha256:c87e583e057559a7a25b558e871f0c3cfc2170ba757914536e2d8e12bca64c22

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:d5d6bab38742e41f745ff287552da5b800dbb36677ca347d2be092e4e3eec983

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T18:58:01.113531Z digest=sha256:226fa9b6a0c01bb441ec5052b797d5dc83d83be1c56303f17e801cc1431e62c6

Pith citing papers

No inbound Pith citation observations are available.