Paper Citation Record · LEDGER

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?

As of 17 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.03105.

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

pith.paper-citation-record.v1
2608.03105 v3

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:56:05.188394Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

22 of 22 outbound references displayed

verified exact8
verified fuzzy3
unresolved6
parse uncertain0
malformed identifier3
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fddea39-558f-42a6-a045-aff951b5dfbd · outbound

This paper cites SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages,

Reference 1

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.371480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be94138b-cc69-4c0b-b20c-186dfa700820 · outbound

This paper cites State-of-the-Art Approach for Indian Language-Based Named Entity Recognition: A Comprehensive Review,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? State-of-the-Art Approach for Indian Language-Based Named Entity Recognition: A Comprehensive Review,

Reference 2

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T00:56:05.969624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1a878b41-176e-4647-bd2e-d20e22d8890e · outbound

This paper cites Recent Developments in Named Entity Recognition Techniques for Indian Languages: A Com- 17 prehensive Review,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Recent Developments in Named Entity Recognition Techniques for Indian Languages: A Com- 17 prehensive Review,

Reference 3

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T00:56:05.867468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 64784865-a8af-4098-84db-38cf9d2e41b5 · outbound

This paper cites A Multiobjective Simulated Annealing Approach for Classifier Ensemble: Named Entity Recognition in Indian Languages as Case Studies,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? A Multiobjective Simulated Annealing Approach for Classifier Ensemble: Named Entity Recognition in Indian Languages as Case Studies,

Reference 4

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.353151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 90a598f9-8a39-4a61-b9ad-c597c412ee08 · outbound

This paper cites Systematic Literature Review on Named Entity Recognition: Approach, Method, and Application,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Systematic Literature Review on Named Entity Recognition: Approach, Method, and Application,

Reference 5

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.335853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0865b6fe-daf9-4306-b257-b77c65bb7600 · outbound

This paper cites Attention Is All You Need.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Attention Is All You Need

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T00:56:05.105661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b9e252-579b-422b-9761-ac9b1caa6d4f · outbound

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

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T00:56:05.112662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83514703-d4ae-47e8-ae49-18db31de3875 · outbound

This paper cites EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-08T00:56:05.642129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation affcd679-476c-4fc9-97b0-a9c2ee36fc65 · outbound

This paper cites L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, MarathiBERT Language Models, and Resources,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, MarathiBERT Language Models, and Resources,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:56:05.952139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 362b2bbb-99c4-47ad-b282-752c195cd985 · outbound

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

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Unsupervised Cross-lingual Representation Learning at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T00:56:05.129013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1d34c32-a685-47f4-8a68-07a25c6702d1 · outbound

This paper cites IndicNLPSuite: MonolingualCorpora, Evalua- tion Benchmarks and Pre-trained Multilingual Language Models for Indian Languages,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? IndicNLPSuite: MonolingualCorpora, Evalua- tion Benchmarks and Pre-trained Multilingual Language Models for Indian Languages,

Reference 11

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T00:56:05.934247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 68c9c113-c817-4ba7-80fb-bd41c9eb221c · outbound

This paper cites MuRIL: Multilingual Representations for Indian Languages.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? MuRIL: Multilingual Representations for Indian Languages

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T00:56:05.139694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c13dd6e4-cf20-4957-910b-b7d177edcf9f · outbound

This paper cites L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T00:56:05.145363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef7d374f-fb60-4c67-9f45-b96c03e5c212 · outbound

This paper cites Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T00:56:05.150967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c0b4ad2-99cd-486d-9d02-55e6c84d8dc3 · outbound

This paper cites Efficient Deep Learning Ensemble Approach for Indic Named Entity Recognition in Natural Language Processing,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Efficient Deep Learning Ensemble Approach for Indic Named Entity Recognition in Natural Language Processing,

Reference 15

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.302162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e506523a-785c-489a-ac1e-d194a778c22e · outbound

This paper cites Named Entity Recognition for Gujarati: A CRF-Based Approach,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Named Entity Recognition for Gujarati: A CRF-Based Approach,

Reference 16

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T00:56:05.916967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a0922166-b390-4c14-afe8-c4d26caa7804 · outbound

This paper cites Named Entity Recognition from Gujarati Text Using Rule-Based Approach,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Named Entity Recognition from Gujarati Text Using Rule-Based Approach,

Reference 17

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.279935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 59cf019a-5c2b-402a-a481-6a24983f68bb · outbound

This paper cites Custom Named Entity Recognition for Gujarati Text Using spaCy,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Custom Named Entity Recognition for Gujarati Text Using spaCy,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:56:05.900526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7f4f93ae-9014-43de-937c-da372dc95ed3 · outbound

This paper cites Fine-Tuning Pre-trained Named Entity Recognition Models for Indian Languages,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Fine-Tuning Pre-trained Named Entity Recognition Models for Indian Languages,

Reference 19

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.257683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76a55dff-4f04-4b20-a14c-bac9db7dc849 · outbound

This paper cites Role of Ensemble Learning in Identifying Hindi Names,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Role of Ensemble Learning in Identifying Hindi Names,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:56:05.884665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation adb19971-dae0-445d-a0dd-ecc07eba3d79 · outbound

This paper cites Enhancing Hindi Named Entity Recognition Through Ensemble Learning,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? Enhancing Hindi Named Entity Recognition Through Ensemble Learning,

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-08T00:56:05.540388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6899b1b7-71ee-4358-848e-63f459b81643 · outbound

This paper cites HybridNER: A Multi-Model En- semble Framework for Robust Named Entity Recognition—From General Domains to Adversarial GNSS Scenarios,.

HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition? HybridNER: A Multi-Model En- semble Framework for Robust Named Entity Recognition—From General Domains to Adversarial GNSS Scenarios,

Reference 22

Resolution: verified exact; doi, observed 2026-08-08T00:56:05.231727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.