Paper Citation Record · LEDGER

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts

As of 15 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.16614.

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

pith.paper-citation-record.v1
2412.16614 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:28:41.403392Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

verified exact3
verified fuzzy20
unresolved8
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7545041-ef84-400d-8917-1745d047d7d7 · outbound

This paper cites an unresolved cited work.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:28:42.483080Z

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.

Observation 9b4d6d8e-0cd4-4edd-bdf5-f2e613f760ed · outbound

This paper cites Learning from imbalanced data,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Learning from imbalanced data,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.470530Z

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.

Observation 23344c4d-3698-4f06-9912-f58a5f1fcd64 · outbound

This paper cites Measuring sentiment annotation quality in code-mixed social media content: Some observations,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Measuring sentiment annotation quality in code-mixed social media content: Some observations,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.457353Z

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.

Observation 267f0fa6-3ab3-444e-a4d2-3f5fac215171 · outbound

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

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.445697Z

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.

Observation a662ab14-8ab8-4ea1-bcce-bc66b899c10f · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T10:28:41.138070Z

Source-reported events for the cited work

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Observation c04208e7-bace-4f98-9612-86ba2b2166dc · outbound

This paper cites TTPXHunter: Action- able threat intelligence extraction as TTPs from finished cyber threat reports,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts TTPXHunter: Action- able threat intelligence extraction as TTPs from finished cyber threat reports,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.431798Z

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.

Observation f3badc68-98c4-4fe4-8b85-b1fa70edd5b3 · outbound

This paper cites Financial fraud: A literature review,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Financial fraud: A literature review,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.417109Z

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.

Observation 594894db-b4d3-4a69-9f5f-23bfb102d35e · outbound

This paper cites L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:28:41.942765Z

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.

Observation db8ad2e5-5164-4e25-a24e-0b5fc3c4f176 · outbound

This paper cites A new dataset for natural language inference from code-mixed conversations,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts A new dataset for natural language inference from code-mixed conversations,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.397213Z

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.

Observation af57ba0a-e03a-49aa-8692-81ea0901e7eb · outbound

This paper cites CAMELON: A System for Crime Metadata Extraction and Spatiotemporal Visualization from Online News Articles,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts CAMELON: A System for Crime Metadata Extraction and Spatiotemporal Visualization from Online News Articles,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.381905Z

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.

Observation 2fb60b7d-84fd-4cc6-9cdd-0e85268b7a87 · outbound

This paper cites an unresolved cited work.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:28:42.371340Z

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.

Observation 6443d29e-537d-4ba6-9c64-73a3673cacf6 · outbound

This paper cites Rahma and A.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Rahma and A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.324068Z

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.

Observation d2ceffbe-f3c6-4c27-b223-14ca884faf98 · outbound

This paper cites TTPHunter: Automated extraction of actionable intelligence as TTPs from narrative threat reports,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts TTPHunter: Automated extraction of actionable intelligence as TTPs from narrative threat reports,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.310416Z

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.

Observation 7468829f-4113-4751-9e9f-0a9e1e642fe0 · outbound

This paper cites Text Classification on Cybercrime Cases From News Articles Using Supervised Learning.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Text Classification on Cybercrime Cases From News Articles Using Supervised Learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.293363Z

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.

Observation 12780a7c-2001-4152-9518-8c22f86745a1 · outbound

This paper cites Leveraging Machine Learning for Ransomware Detection.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Leveraging Machine Learning for Ransomware Detection

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:28:41.925273Z

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.

Observation d050f43c-ccf7-4daf-852f-d1589d2f621a · outbound

This paper cites The future of financial fraud,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts The future of financial fraud,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.244018Z

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.

Observation 4f9dbacc-f525-4047-8746-e8971cf7f153 · outbound

This paper cites an unresolved cited work.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:28:42.151166Z

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.

Observation 8527155a-651d-43fa-9f37-7e062ee1433a · outbound

This paper cites Identification and classification of cybercrimes using text mining technique,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Identification and classification of cybercrimes using text mining technique,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.138667Z

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.

Observation c545a1c2-210e-4a5c-991a-4e34e139777d · outbound

This paper cites Stop Oversampling for Class Imbalance Learning: A Critical Review.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Stop Oversampling for Class Imbalance Learning: A Critical Review

Reference 19

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Source-reported events for the cited work

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Observation e6311b48-aa50-4c80-87d2-aab4ce8782d4 · outbound

This paper cites Machine learning techniques applied to Bangla crime news classification,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Machine learning techniques applied to Bangla crime news classification,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.123735Z

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.

Observation dc0192c9-4f6a-429a-968b-c56ac000ef94 · outbound

This paper cites an unresolved cited work.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:28:42.108917Z

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.

Observation 4e7a6ef8-bd60-4769-ba63-852f029cc73b · outbound

This paper cites Code mixing: A computational study of Hindi-English switching,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Code mixing: A computational study of Hindi-English switching,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.094993Z

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.

Observation 2657295d-d6e5-475b-a138-94c161844270 · outbound

This paper cites Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T10:28:41.336062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3fd8763-ce07-4459-9745-9732f7c442bd · outbound

This paper cites ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques

Reference 24

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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.

Observation 67ad9db3-e652-4702-acd9-6c226e1bd40d · outbound

This paper cites A brief review of new threats and countermeasures in digital crime and cyber terrorism,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts A brief review of new threats and countermeasures in digital crime and cyber terrorism,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.075308Z

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.

Observation ee81dcdb-07a9-4c57-bdb7-4f03f4a42f67 · outbound

This paper cites A survey on machine learning-based ransomware detection,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts A survey on machine learning-based ransomware detection,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.026431Z

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.

Observation b1562e2c-3b1a-4c5b-9107-2abe5ea4c2f3 · outbound

This paper cites Skeleton based Zero Shot Action Recognition in Joint Pose-Language Semantic Space.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Skeleton based Zero Shot Action Recognition in Joint Pose-Language Semantic Space

Reference 27

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Source-reported events for the cited work

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Observation c59d6fd0-9d8c-4dd2-baa3-e850795554eb · outbound

This paper cites Cyber Complaint Automation System,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Cyber Complaint Automation System,

Reference 28

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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.

Observation 486535dd-dc04-49ef-bdad-aec7fd08f99e · outbound

This paper cites A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:28:41.547438Z

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.

Observation d5f3ec85-fd97-4b2d-94fc-36e0c3df616d · outbound

This paper cites Songailait ˙e, E.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Songailait ˙e, E

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:42.008939Z

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.

Observation eeb265df-be48-4b2d-8b8a-a92cdf18f48f · outbound

This paper cites Distinguishing between facts and opinions for sentiment analysis: Survey and chal- lenges,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Distinguishing between facts and opinions for sentiment analysis: Survey and chal- lenges,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:41.993465Z

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.

Observation b9c85ccb-0e67-438d-8755-4598aca2de1b · outbound

This paper cites Machine learning approach for text classification in cybercrime,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Machine learning approach for text classification in cybercrime,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:41.981226Z

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.

Observation bacaee5f-c0dd-4815-9eca-d4df796418ba · outbound

This paper cites Information extraction from Indonesian crime news with named entity recognition,.

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts Information extraction from Indonesian crime news with named entity recognition,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:28:41.968794Z

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.

Pith citing papers

No inbound Pith citation observations are available.