Paper Citation Record · LEDGER

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.16790.

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

pith.paper-citation-record.v1
2607.16790 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:57:42.494232Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32752c57-39c0-41e4-b0ac-382a4b27b0aa · outbound

This paper cites NLP-based review for toxic comment detection tailored to the Chinese cyberspace,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection NLP-based review for toxic comment detection tailored to the Chinese cyberspace,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:40.695718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc79962-60ce-440d-bc5e-9616ab95f6f5 · outbound

This paper cites A comprehensive review on automatic hate speech detection in the age of the transformer,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection A comprehensive review on automatic hate speech detection in the age of the transformer,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:40.824420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 011165a8-b038-4a82-b204-448c69263da1 · outbound

This paper cites Facilitating fine- grained detection of Chinese toxic language: Hierarchical taxonomy, resources, and benchmarks,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Facilitating fine- grained detection of Chinese toxic language: Hierarchical taxonomy, resources, and benchmarks,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:40.941285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da65a65-f14d-44ee-a235-cfe4cd09c411 · outbound

This paper cites COLD: A Benchmark for Chinese Offensive Language Detection.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection COLD: A Benchmark for Chinese Offensive Language Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.043384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ee965f-d3de-4de7-9e69-ae30942a73bb · outbound

This paper cites Predicting the type and target of offensive posts in social media,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Predicting the type and target of offensive posts in social media,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.164294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a885aefb-5a0f-4c5b-bf00-a531a533bbfc · outbound

This paper cites SemEval-2019 task 6: Identifying and categorizing offensive language in social media (OffensEval),.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection SemEval-2019 task 6: Identifying and categorizing offensive language in social media (OffensEval),

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.250132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4efb371c-bba4-4d38-980b-cd4ebd8dce33 · outbound

This paper cites SemEval-2020 task 12: Multilingual offensive language identification in social media (OffensEval 2020),.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection SemEval-2020 task 12: Multilingual offensive language identification in social media (OffensEval 2020),

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.329737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31aadd13-a760-474a-93b3-579b2071bd26 · outbound

This paper cites MasonPerplexity at multimodal hate speech event detection 2024: Hate speech and target detection using transformer ensembles,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection MasonPerplexity at multimodal hate speech event detection 2024: Hate speech and target detection using transformer ensembles,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.421334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 658b09bb-c60d-4ee2-a337-21530780e03d · outbound

This paper cites NLPineers@ NLU of Devanagari script languages 2025: Hate speech detection using ensembling of BERT-based models,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection NLPineers@ NLU of Devanagari script languages 2025: Hate speech detection using ensembling of BERT-based models,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.500452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c677d85-e8f9-4dbd-b276-441c44ca24e7 · outbound

This paper cites A survey of hierarchical classification across different application domains,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection A survey of hierarchical classification across different application domains,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.582269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d8cb6f-7cc4-4ce0-9856-c39dda97d12e · outbound

This paper cites Kungfupanda at SemEval-2020 Task 12: BERT-based multi-task learning for offensive language detection,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Kungfupanda at SemEval-2020 Task 12: BERT-based multi-task learning for offensive language detection,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.672789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0210e1b4-c6c3-4cea-9851-7d3ada9e278a · outbound

This paper cites Hate speech and offensive language detection using an emotion-aware shared encoder,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Hate speech and offensive language detection using an emotion-aware shared encoder,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.741732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23794212-2e8d-44ec-8f69-455202bcd309 · outbound

This paper cites Retriv at BLP-2025 Task 1: A transformer ensemble and multi-task learning approach for Bangla hate speech identification,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Retriv at BLP-2025 Task 1: A transformer ensemble and multi-task learning approach for Bangla hate speech identification,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.833174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c750d8b-33cf-4e85-b133-74a49ed0988c · outbound

This paper cites Survey on deep learning with class imbalance,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Survey on deep learning with class imbalance,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.934857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b62ab8b-ae88-465f-8a5e-c54a3214fc4f · outbound

This paper cites SMOTE: Synthetic minority over-sampling technique,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection SMOTE: Synthetic minority over-sampling technique,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:41.996348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b21ea442-8922-4d72-9d18-0f503e28f8c2 · outbound

This paper cites Focal loss for dense object detection,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Focal loss for dense object detection,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:42.086001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91a8f3ae-dc65-4148-9885-3b0619341c6e · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection BERT: Pre-training of deep bidirectional transformers for language understanding,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:42.153855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0bee8d-7979-4ed1-9459-ec7a2efd7761 · outbound

This paper cites Dropout: A simple way to prevent neural networks from over- fitting,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Dropout: A simple way to prevent neural networks from over- fitting,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:42.275082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18f163d3-5070-400c-9e22-86623e5ed478 · outbound

This paper cites How to fine-tune BERT for text classification?.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection How to fine-tune BERT for text classification?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:42.331621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6caa3e-6caa-4326-a642-c97e6856d891 · outbound

This paper cites Decoupled weight decay regularization,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Decoupled weight decay regularization,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:42.408578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadd6888-75d3-4e77-a164-eed2496f8e08 · outbound

This paper cites Universal language model fine-tuning for text classification,.

Cascading versus Joint Modeling for Hierarchical Offensive Language Detection Universal language model fine-tuning for text classification,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T19:57:42.494232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.