Paper Citation Record · LEDGER

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.08163.

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

pith.paper-citation-record.v1
2412.08163 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:13:51.187741Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy1
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9ff3eba-0eb9-4110-aca1-6ac01fee984f · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.042044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64d38eb8-1627-4d39-a9b3-45bc4948f09e · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:13:51.799109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b395982c-1200-4990-8fb0-961930669bf7 · outbound

This paper cites HateBERT: Retraining BERT for Abusive Language Detection in English.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models HateBERT: Retraining BERT for Abusive Language Detection in English

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.052986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c81c626-6233-4202-8f83-c03038bd07dd · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:13:51.782011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bb4b5cde-814f-42ef-9488-f589186f38eb · outbound

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

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unsupervised Cross-lingual Representation Learning at Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.070752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbe54e53-35ce-4b8b-819d-3850ed8e9c92 · outbound

This paper cites Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.076974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8eec1a-aae0-48fa-9f80-88c4a2351450 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.082595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ec5650-199e-42f2-a9a8-4dee476c206a · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.087931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d7456e-ff16-4272-ab18-02f214cdc461 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.093518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944a86a0-aaa3-4701-b5da-082c1c2e64e2 · outbound

This paper cites Khapra, and Pratyush Kumar.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Khapra, and Pratyush Kumar

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:13:51.722574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 29ac6341-eaff-4dd8-9307-2c99eb9adb48 · outbound

This paper cites MuRIL: Multilingual Representations for Indian Languages.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models MuRIL: Multilingual Representations for Indian Languages

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.109747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99e37a2-c399-4116-bea1-27ec4cecf460 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.115517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df08c1d4-4676-480d-b776-8d56a35ec062 · outbound

This paper cites Can Perplexity Predict Fine-tuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Can Perplexity Predict Fine-tuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T18:13:51.303066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 14522124-bab3-4226-8c51-6c82ac3febd7 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:13:51.688106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 160fa296-ee1c-4a99-87b6-367193551f24 · outbound

This paper cites Niraula, Saurab Dulal, and Diwa Koirala.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Niraula, Saurab Dulal, and Diwa Koirala

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.130178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b30aefd-7cd6-4a9a-a698-5a1dc014948f · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:13:51.664594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2f3c2877-6049-4a21-a6a6-dc8eea172e16 · outbound

This paper cites English-Bhojpuri SMT System: Insights from the Karaka Model.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models English-Bhojpuri SMT System: Insights from the Karaka Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.141778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d8ef7d-adce-4262-bb8b-f71136cbd1c2 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.147300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b083d8c-fd45-44e7-865f-16ae0c247732 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.152445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcf8d7d3-dbef-40dd-ba3e-66eb16052fe1 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.157190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5cf7c2-feb3-49cb-9c45-d073d6639ea9 · outbound

This paper cites Multilingual Translation with Extensible Multilingual Pretraining and Finetuning.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.161701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1f30be7-240b-4a16-b53f-ad3ffce5f867 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.167313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec395c27-35f9-4ed4-a05a-945599547786 · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.172809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c4f29f8-8485-45e0-ae39-7be99c7780fa · outbound

This paper cites an unresolved cited work.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:13:51.509488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8881aebb-9851-4a4b-bbb3-f13aa5199bf2 · outbound

This paper cites online" 'onlinestring :=.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models online" 'onlinestring :=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.182173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75dbc02c-94de-4831-b2ad-aee4f2123bce · outbound

This paper cites write newline.

NLPineers@ NLU of Devanagari Script Languages 2025: Hate Speech Detection using Ensembling of BERT-based models write newline

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T18:13:51.187741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.