Paper Citation Record · LEDGER

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2501.11023.

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

pith.paper-citation-record.v1
2501.11023 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:47:40.836022Z

measured 29 of 29 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

29 of 29 outbound references displayed

verified exact6
verified fuzzy9
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2c3a743-05d3-458c-95b6-dfeef0cf891f · outbound

This paper cites Spread of the hausa language 2005.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Spread of the hausa language 2005

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.431110Z

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 6d1b976e-c60b-4872-863a-9ac6c84a7ecc · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.701089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d19f2ec-c50f-4b62-9af6-a35137fd1e1a · outbound

This paper cites Alabi, David Ifeoluwa Adelani, Marius Mosbach, and Dietrich Klakow.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Alabi, David Ifeoluwa Adelani, Marius Mosbach, and Dietrich Klakow

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.415607Z

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 545e7ec2-2e35-4368-9aa4-40714557675d · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-10T18:47:40.948971Z

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 284b2529-de23-420a-a2c7-23f837d256ce · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.399987Z

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 ab91af9e-e848-495c-9ba9-1a75f4671277 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.382670Z

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 2e0d63e7-d006-40c5-aab6-6ff50dc586db · outbound

This paper cites Eberhard, Gary F.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Eberhard, Gary F

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.366188Z

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 d5ef40be-091c-4750-baa1-49b5fb15656c · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.347277Z

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 49088082-5df0-4361-866f-6c38938d7be3 · outbound

This paper cites Joshi, S.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Joshi, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.332351Z

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 3cd3190c-83eb-46e5-863c-c156c3868e7d · outbound

This paper cites SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.740620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629092d6-8ef6-4e6b-9e19-dcd30b57aa29 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.317508Z

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 c02a8ea3-fcfe-442e-8560-fad2ab67318b · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-10T18:47:40.934084Z

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 339aab3f-cdcb-426c-9a5c-b5a31e952c3d · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-10T18:47:40.918882Z

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 95d60edd-ae0c-4d88-99c9-812c8cdf23ab · outbound

This paper cites Mohammad, Meriem Beloucif, and Sebastian Ruder.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Mohammad, Meriem Beloucif, and Sebastian Ruder

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.302710Z

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 b2491cb7-52f7-4238-9f92-b5ecfb198dea · outbound

This paper cites NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.762493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed08b88-0ef3-4df5-9057-813e28f8062a · outbound

This paper cites Nasim and S.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Nasim and S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.286484Z

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 1c3d0ebc-71bf-408d-a5e9-027d6d7f6724 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-10T18:47:40.903505Z

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 b9eae350-d374-4d81-8cfa-5dfaa4a3e460 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.269738Z

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 846ba3f4-5f10-4658-92b9-ec3a7bc13ac8 · outbound

This paper cites Pang and L.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Pang and L

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.252994Z

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 b9160065-5856-4a4e-8781-00ab059513bd · outbound

This paper cites Pfeiffer, I.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Pfeiffer, I

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.237317Z

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 b84c662e-e659-476c-9523-88325818e0c1 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-10T18:47:40.887578Z

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 11e3c359-cf27-4b23-9ac8-c30721691747 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.800891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c7bf1a-0529-4c93-85ee-4c65524ed645 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.221503Z

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 829eaeb3-cd70-4703-a415-9b2998735056 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.810230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e984bb4d-03a0-4288-bc48-16998993657d · outbound

This paper cites Ekkehard Wolff.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Ekkehard Wolff

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:47:41.205528Z

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 40fe0e26-f321-44eb-97ca-dc392ac55ed7 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:47:41.189292Z

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 c8891f73-ae2f-4f4b-870d-c9eb59720906 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa Unresolved cited work

Reference 27

Resolution: verified exact; raw_fallback, observed 2026-08-10T18:47:41.101105Z

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 714d4e8e-7eaa-4caa-ade8-001159db4e87 · outbound

This paper cites online" 'onlinestring :=.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa online" 'onlinestring :=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.829531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a16e003-40ed-4aee-8b87-3959516aeb2b · outbound

This paper cites write newline.

Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:40.836022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.