Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:31:39.401790Z
Paper Citation Record · LEDGER
Language Models for Adult Service Website Text Analysis
As of 15 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.10743.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact2
- verified fuzzy4
- unresolved19
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d54e2450-cda2-43f5-991e-ba507a73529c · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:40.071076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8d12f0c0-ff89-4dd1-8e82-2e6aceb7159a · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:40.038950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation beae1a6c-5484-4763-a455-a544a35fdbec · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.235243Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 349ba9ab-9c12-4b47-9f36-ffcbc55c91bd · outbound
This paper cites Vajiac, M.-C.
Language Models for Adult Service Website Text Analysis Vajiac, M.-C
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:31:40.014596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30a2e967-25a2-4ac2-bce3-8f1364cf5c18 · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.988388Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2fa13627-31c3-434d-b5c3-9ff915d63272 · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.964179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0deae358-df17-4321-8366-4188828f0235 · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.942708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3889e8fa-652d-4721-b1cc-2cdb8af79969 · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.923379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7e9a0f71-3cc2-4324-bf4d-e5c72a33f99e · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.904990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b4f598ad-65a1-4894-b8fe-be1db93de91c · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.888675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 29024554-e021-42f7-a6b9-99fb1ac0348b · outbound
This paper cites IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements.
Language Models for Adult Service Website Text Analysis IDTraffickers: An Authorship Attribution Dataset to link and connect Potential Human-Trafficking Operations on Text Escort Advertisements
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:31:39.766120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 76fb7864-8e56-4316-be8b-21bb2119fd5b · outbound
This paper cites DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations.
Language Models for Adult Service Website Text Analysis DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.309172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6933b8ca-932a-42a3-99db-c7113c5e8c56 · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.873168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 269e5951-0883-440d-9849-630aeb9f224a · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 14
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T17:31:39.320718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 356ac403-b9f9-4baa-a10f-d0f39d03d1ac · outbound
This paper cites Vaswani, N.
Language Models for Adult Service Website Text Analysis Vaswani, N
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.327453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca08d942-190d-49c6-8134-dad4c7eca5c8 · outbound
This paper cites Devlin, M.-W.
Language Models for Adult Service Website Text Analysis Devlin, M.-W
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.335523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d0fe2f2-8555-47ae-9c65-718a23f57a44 · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
Language Models for Adult Service Website Text Analysis RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.342129Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 209ecb20-3647-46cf-bdd3-c0169567c671 · outbound
This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.
Language Models for Adult Service Website Text Analysis Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.348306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f6231f1-3d70-4668-9e82-e1f0f71eb702 · outbound
This paper cites Spärck Jones, A statistical interpretation of term specificity and its application in retrieval, Journal of Documentation 28 (1972) 11–21.
Language Models for Adult Service Website Text Analysis Spärck Jones, A statistical interpretation of term specificity and its application in retrieval, Journal of Documentation 28 (1972) 11–21
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:31:39.845655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c4ffcaa8-94df-4664-b0df-c945a1c74a9d · outbound
This paper cites Pedregosa, G.
Language Models for Adult Service Website Text Analysis Pedregosa, G
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.359787Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfc94ce8-c45b-4e92-97df-fad197561054 · outbound
This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.
Language Models for Adult Service Website Text Analysis Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.365403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11ad46aa-1344-4609-ad95-df85dc80527e · outbound
This paper cites A Study of BFLOAT16 for Deep Learning Training.
Language Models for Adult Service Website Text Analysis A Study of BFLOAT16 for Deep Learning Training
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:31:39.373404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86225f54-9b5f-442c-a19b-77fa254a6d5d · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 23
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T17:31:39.629724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b3d150f6-02d9-4da7-95e4-96aff26c2432 · outbound
This paper cites McInnes, J.
Language Models for Adult Service Website Text Analysis McInnes, J
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:31:39.817847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e5c2f10f-d67f-44b9-bc68-3cd71f6aa8ff · outbound
This paper cites an unresolved cited work.
Language Models for Adult Service Website Text Analysis Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:31:39.801195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1b94c381-0bb6-49fe-95f1-d1aecb1549d6 · outbound
This paper cites URL:https://www.darkowl.com/blog- content/the-dark-side-of-emojis-exploring-emoji-use-in- illicit-and-underground-activities/, accessed: 2025-03-26.
Language Models for Adult Service Website Text Analysis URL:https://www.darkowl.com/blog- content/the-dark-side-of-emojis-exploring-emoji-use-in- illicit-and-underground-activities/, accessed: 2025-03-26
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:31:39.782966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
No inbound Pith citation observations are available.