Paper Citation Record · LEDGER

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition

As of 21 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2509.02514.

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

pith.paper-citation-record.v1
2509.02514 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:42:00.615813Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy1
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20541064-c286-43ac-9d06-3e3c26f01582 · outbound

This paper cites online" 'onlinestring :=.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T16:42:00.518121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae2eccc-db9b-4f09-ada8-68e9947a5957 · outbound

This paper cites write newline.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T16:42:00.522785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82731a54-b126-49ae-9d2b-336cfa3dc172 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:01.021664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1f15711-ac06-4d08-afb5-8e2215010707 · outbound

This paper cites i am borrowing ya mixing?.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition i am borrowing ya mixing?

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:42:01.009833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f56a514f-e5e1-4331-8e6b-80bd6614f359 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.996838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf0504d4-7c23-408b-966b-d4839b19c529 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.982560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2567aaf1-66ef-42c0-98bf-7e9f75470749 · outbound

This paper cites Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:42:00.687266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation affb9126-47f5-4779-8c5c-a768eb13b292 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.962699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8cddc3a4-d044-4eca-9b2e-9bc03d939451 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.944574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b7c677b0-d87f-4173-ab08-f1796333f493 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.928159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f510429a-b899-490c-8313-96d307228e92 · outbound

This paper cites A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition A Review of Hybrid and Ensemble in Deep Learning for Natural Language Processing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T16:42:00.562205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0f059eb-24f9-4ca4-bdcc-eed46cb99f30 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.902076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b500ad6-fe2d-4024-82f6-8c442d8eeab0 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.878320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b6d7e6a-3a93-4a2a-82c0-2ffb150c754c · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T16:42:00.577573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ad25e0-5bc9-447c-bce1-0e6d4e3286fc · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.845322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9da2953a-3c98-48fa-b358-fc5c1a37faf3 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.829288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ff21dab8-4a84-4255-b8fe-58027557df85 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.811308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e502a812-2013-49c7-b335-d1da39405222 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.799151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46fea6c6-dcea-4393-a746-94fe799cea01 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.786236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12db313c-fb7a-4a1c-888b-49d14a3c5090 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.766469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a0c6c4c-747b-4192-a144-f927da6c8350 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Gemini: A Family of Highly Capable Multimodal Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T16:42:00.604159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9f3d753-d6b5-4719-9fc5-951d0428ed83 · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.749543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b646fd6-5bed-464c-b464-7bec245a06bb · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.731393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b78c7daa-b560-4638-947e-a804a50adfec · outbound

This paper cites an unresolved cited work.

Comparative Study of Pre-Trained BERT and Large Language Models for Code-Mixed Named Entity Recognition Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T16:42:00.706417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.