Paper Citation Record · LEDGER

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.23344.

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

pith.paper-citation-record.v1
2607.23344 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:45:07.093967Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15b633a9-fa11-48eb-95d0-d8f6b6a77db5 · outbound

This paper cites an unresolved cited work.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:05.472801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2554f74d-3ad2-433f-823f-a57b87088908 · outbound

This paper cites Proceedings of the WILDRE-6 workshop within the 13th language resources and evaluation conference , pages=.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Proceedings of the WILDRE-6 workshop within the 13th language resources and evaluation conference , pages=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:05.555430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17a9b5f7-8443-43f9-8431-459847d3b725 · outbound

This paper cites Proceedings of the WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference , pages=.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Proceedings of the WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference , pages=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:05.631530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5e25dcf-fea3-49c7-bddd-4dc5ed5e0ada · outbound

This paper cites Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation , pages=.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval Evaluation , pages=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:05.742605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4473c879-cd7d-4117-91bb-7a681a57dcb4 · outbound

This paper cites Gomez and.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Gomez and

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:05.852661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af882534-7486-4ce5-873b-e84f12aa2aaa · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale , booktitle =.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Unsupervised Cross-lingual Representation Learning at Scale , booktitle =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:05.988870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 228550ce-e2e9-48d0-bb2b-96ca305bf856 · outbound

This paper cites The Llama 3 Herd of Models.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.116768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdedf328-7921-406b-9183-4d998c5fc515 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Gemma: Open Models Based on Gemini Research and Technology

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.244325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f6c74e-e8e6-4730-8b0f-c2cc7dcc69ee · outbound

This paper cites an unresolved cited work.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.378235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0220280-20c5-494e-b8ba-ef230b046c49 · outbound

This paper cites Chi and Quoc V.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Chi and Quoc V

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.498239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56aed43c-88eb-45c3-a11c-0234e691bcb7 · outbound

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

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.558834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51a6c0a2-f72e-4d6d-882f-0f83c57fe8c4 · outbound

This paper cites 2022 , doi =.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi 2022 , doi =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.657411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dbc2ad0-a0a3-4325-8f5c-ddb2334f64be · outbound

This paper cites Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages =.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.731732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f781db-cfd9-460f-82a3-ebd9a61800fb · outbound

This paper cites Liu , title =.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Liu , title =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.875677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a6b360-f8ec-4115-bc26-7baa88b196eb · outbound

This paper cites Tjong Kim Sang and Fien De Meulder , title =.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi Tjong Kim Sang and Fien De Meulder , title =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:06.976527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3786380-04ff-4c84-a6a5-bddd9510ee22 · outbound

This paper cites L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library.

BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T23:45:07.093967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.