Paper Citation Record · LEDGER

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2507.16002.

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

pith.paper-citation-record.v1
2507.16002 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:25:03.501893Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy34
unresolved7
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 213ecb8a-10c4-4653-ba97-4097258cc990 · outbound

This paper cites & De Meulder, F.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & De Meulder, F

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.907914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0d6ac10-488b-4b29-8ece-0ad44584b982 · outbound

This paper cites Opdahl, A.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation Opdahl, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.898396Z

Source-reported events for the cited work

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Observation 4cc35d53-e199-4f7b-91c5-618b76e1febd · outbound

This paper cites & Juola, P.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Juola, P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.889626Z

Source-reported events for the cited work

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Observation e2e96f19-59b9-45f5-91ce-fc1e0d853d52 · outbound

This paper cites an unresolved cited work.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:25:03.880664Z

Source-reported events for the cited work

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Observation 6196b348-3500-4211-bb22-ec663ff8d665 · outbound

This paper cites & Fiza, M.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Fiza, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.871250Z

Source-reported events for the cited work

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Observation 2945a1e3-d0fe-4bbc-8a11-74f087f768df · outbound

This paper cites & Rose, R.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Rose, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.862273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7dec52e-ac7e-4d19-b46b-4f5b81cf83b2 · outbound

This paper cites & Hartley, A.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Hartley, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.853777Z

Source-reported events for the cited work

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Observation 9f2de4a8-864b-4f43-8ea9-a5543c88044a · outbound

This paper cites & Croft, W.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Croft, W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.844854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 46a0297f-fbaa-4928-a8a8-d77c5f7f7998 · outbound

This paper cites & Smith, D.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Smith, D

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.836161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28f8b85a-388d-4cc6-ac97-1a86893644fe · outbound

This paper cites & Malmasi, S.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Malmasi, S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.827036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f6d358d5-50dd-400b-a2ba-105c5c516237 · outbound

This paper cites & Jiang, Y.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Jiang, Y

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.818098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 371cb239-c2cf-4b0a-8e4b-b5d129305e08 · outbound

This paper cites & Liu, Q.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Liu, Q

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.808845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ae2dd52-3141-4f58-aa7d-b92dcf0b4425 · outbound

This paper cites & Rokhlenko, O.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Rokhlenko, O

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.800192Z

Source-reported events for the cited work

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Observation ab3d5acb-f55f-441d-881a-8e594954ec1f · outbound

This paper cites & Polosukhin, I.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Polosukhin, I

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.790905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 198b734a-f081-44e2-838d-e6d6f3fdd5b5 · outbound

This paper cites MuRIL: Multilingual Representations for Indian Languages.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation MuRIL: Multilingual Representations for Indian Languages

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52426c7-0d25-4d5a-b280-dd011383bbfa · outbound

This paper cites & Stoyanov, V.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Stoyanov, V

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.782725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 49871184-857d-400a-9c5d-cdb26fd02f13 · outbound

This paper cites & Tiwary, U.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Tiwary, U

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.773739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5eb8bb77-dc2b-46b9-962b-ccf1730e54af · outbound

This paper cites & Tiwary, U.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Tiwary, U

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.765254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 592bec21-a077-4948-adbc-d66b10ba2283 · outbound

This paper cites an unresolved cited work.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:25:03.756463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b9b4a70-0481-4376-9965-5d0e8062d51c · outbound

This paper cites & Morwal, S.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Morwal, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.746976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9376dea6-048c-4ea9-bde8-fab9c57e9b81 · outbound

This paper cites & Toutanova, K.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Toutanova, K

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.738029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2463ac1f-1526-4dc1-a347-4b2299f8c8b7 · outbound

This paper cites & Malmasi, S.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Malmasi, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.729652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12663531-f6ae-4961-b3b7-087d49c7f9be · outbound

This paper cites & Rokhlenko, O.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Rokhlenko, O

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.720926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d652a981-ed36-4cf0-abe3-20664a6fae67 · outbound

This paper cites & Bhattacharyya, P.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Bhattacharyya, P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.711734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a26f7485-bb8f-47f1-8ae4-67f459430d31 · outbound

This paper cites & Kumar Sarda, A.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Kumar Sarda, A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.702128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e95ac269-62bd-42bd-96f9-452a07c0a7b0 · outbound

This paper cites & Kumar, P.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Kumar, P

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.692908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a2a53a1f-3719-4cad-9d57-a725719a6c29 · outbound

This paper cites & Yang, D.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Yang, D

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.673901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 432734dd-b80b-4ec0-a1a9-fc8f4105250b · outbound

This paper cites & Wang, H.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Wang, H

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.664649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 209747d9-0de1-422b-b2c7-6e74da7de019 · outbound

This paper cites & Shu, K.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Shu, K

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.654799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6f3c0fa-a1e0-4984-8ff3-5f29a2a54d44 · outbound

This paper cites & Johnson, M.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Johnson, M

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.644857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a77bfaa7-88c0-43ca-a78f-e88a00f093c2 · outbound

This paper cites Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:25:03.471334Z

Source-reported events for the cited work

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Observation dfc2d67c-a5c2-47dd-a07a-d3797ec2475e · outbound

This paper cites & Richardson, J.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Richardson, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.635468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f85ceb1a-2c2c-4bbc-a8a8-5588a7736405 · outbound

This paper cites & Rush, A.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Rush, A

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.624592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 39c06a07-6c9d-4fa8-9737-f06021a1e28a · outbound

This paper cites & Amodei, D.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Amodei, D

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.614074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ddfdc698-d9a8-4e2b-896e-a8314ad84d4c · outbound

This paper cites & Scialom, T.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Scialom, T

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.604382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8fa352ae-8145-45a0-868c-c0628bbcb70f · outbound

This paper cites & Tiwary, U.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Tiwary, U

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.594299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02c9d90c-c4e3-456c-89ea-e11cbcef4dd3 · outbound

This paper cites an unresolved cited work.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:25:03.584009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1487fd29-76d5-4e7d-b892-9138883b31c6 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation QLoRA: Efficient Finetuning of Quantized LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:25:03.494674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23a1d76-8a58-4c84-8f52-98fcb897be29 · outbound

This paper cites GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:25:03.498094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e344844-eec4-4e26-9b6f-38fa159d27e0 · outbound

This paper cites & Nguyen, T.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation & Nguyen, T

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.572785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74317354-70c8-4042-823d-118f2d3b9f3e · outbound

This paper cites 4948-4961 (2020,11), https://aclanthology.org/2020.findings-emnlp.445.

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation 4948-4961 (2020,11), https://aclanthology.org/2020.findings-emnlp.445

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:25:03.683616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.