Paper Citation Record · LEDGER

On Importance of Code-Mixed Embeddings for Hate Speech Identification

As of 23 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2411.18577.

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

pith.paper-citation-record.v1
2411.18577 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:06:47.700935Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:35:49.872940Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:35:50.134884Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy4
unresolved6
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d77bc8d-d178-43f1-a711-067782783876 · outbound

This paper cites Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Contextual Hate Speech Detection in Code Mixed Text using Transformer Based Approaches

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:48.498839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation de32256e-8a01-443d-8fa2-29494102c198 · outbound

This paper cites Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed Tweets.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Leveraging Transformers for Hate Speech Detection in Conversational Code-Mixed Tweets

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:48.481634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 534784a1-2ede-47b4-8934-258e1b1fe36c · outbound

This paper cites Word Level Language Identification in Code-Mixed Data using Word Embedding Methods for Indian 8 Shruti et al. Languages,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Word Level Language Identification in Code-Mixed Data using Word Embedding Methods for Indian 8 Shruti et al. Languages,

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T11:06:48.381104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3c31af50-3c16-44c9-9e28-dc23adb3b71c · outbound

This paper cites A Comparison Study of Word Em- bedding for Detecting Named Entities of Code-Mixed Data in Indian Lan- guage,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification A Comparison Study of Word Em- bedding for Detecting Named Entities of Code-Mixed Data in Indian Lan- guage,

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T11:06:48.283162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 988e1698-3ffb-4390-a67c-9e5e9393158f · outbound

This paper cites Comparison of Pretrained Embeddings to Identify Hate Speech in Indian Code-Mixed Text,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Comparison of Pretrained Embeddings to Identify Hate Speech in Indian Code-Mixed Text,

Reference 5

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T11:06:48.189800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ee7809ea-6752-4ba7-b797-2f083d254b91 · outbound

This paper cites an unresolved cited work.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:06:48.464040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b5c21747-ccca-4fd3-a2f5-e00a703d89fa · outbound

This paper cites Named Entity Recognition on Arabic-English Code-Mixed Data,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Named Entity Recognition on Arabic-English Code-Mixed Data,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:48.447836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation afb41868-798d-4d3c-a7cb-ff1a4434ae15 · outbound

This paper cites Pre-trained Word Embeddings for Malayalam Language: A Review,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Pre-trained Word Embeddings for Malayalam Language: A Review,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T11:06:47.666712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1533d85-0337-4e07-9572-afaabe28e718 · outbound

This paper cites an unresolved cited work.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:06:48.431205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5a35624c-3cfe-4ea8-944a-46a449b93336 · outbound

This paper cites Named Entity Recognition on Arabic-English Code-Mixed Data,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Named Entity Recognition on Arabic-English Code-Mixed Data,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T11:06:47.677855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1485fa3-8331-41fa-adaf-ea201ea45f14 · outbound

This paper cites Sentiment Analysis of Persian-English Code-mixed Texts,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Sentiment Analysis of Persian-English Code-mixed Texts,

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T11:06:47.887162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5baa3cb5-4702-4582-a9e2-4358d7afdc9a · outbound

This paper cites Hindi-English Code Mixed Hate Speech Detection using Character Level Embeddings,.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Hindi-English Code Mixed Hate Speech Detection using Character Level Embeddings,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T11:06:47.689797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4beecb02-b060-46b9-8fab-be6cfc8eaae6 · outbound

This paper cites In Proceedings ofthe4thWorkshoponRepresentationLearningforNLP(RepL4NLP-2019),pages 181–186, Florence, Italy.

On Importance of Code-Mixed Embeddings for Hate Speech Identification In Proceedings ofthe4thWorkshoponRepresentationLearningforNLP(RepL4NLP-2019),pages 181–186, Florence, Italy

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:06:48.413193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c6b20643-24ee-4848-a454-d452dd4be29f · outbound

This paper cites an unresolved cited work.

On Importance of Code-Mixed Embeddings for Hate Speech Identification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:06:48.396764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation bcd5fdb8-1bad-4ea4-8b4e-03e0472c3f67 · inbound

CMLFormer: A Dual Decoder Transformer with Switching Point Learning for Code-Mixed Language Modeling cites this paper.

CMLFormer: A Dual Decoder Transformer with Switching Point Learning for Code-Mixed Language Modeling On Importance of Code-Mixed Embeddings for Hate Speech Identification

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:35:50.138821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.