Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T11:55:48.477894Z
Paper Citation Record · LEDGER
Non-Contextual BERT or FastText? A Comparative Analysis
As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2411.17661.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact2
- verified fuzzy1
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8808b6d2-fb91-46ed-b8e4-9a556e1d7343 · outbound
This paper cites online" 'onlinestring :=.
Non-Contextual BERT or FastText? A Comparative Analysis online" 'onlinestring :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.389043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1983201-945a-41c6-820d-d8b6ab493c68 · outbound
This paper cites write newline.
Non-Contextual BERT or FastText? A Comparative Analysis write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.392999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2eded9e8-2bb7-41ca-85a4-4edce10b9859 · outbound
This paper cites Enhancing Depressive Post Detection in Bangla: A Comparative Study of TF-IDF, BERT and FastText Embeddings.
Non-Contextual BERT or FastText? A Comparative Analysis Enhancing Depressive Post Detection in Bangla: A Comparative Study of TF-IDF, BERT and FastText Embeddings
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-12T11:55:48.613382Z
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 60c46466-76fe-4161-b790-6afccace38e6 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.761727Z
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 3751e2b5-4b59-47d8-9962-5ff61dc3396f · outbound
This paper cites Efficacy of BERT embeddings on predicting disaster from Twitter data.
Non-Contextual BERT or FastText? A Comparative Analysis Efficacy of BERT embeddings on predicting disaster from Twitter data
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T11:55:48.597197Z
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 48f83c0f-0ec9-4fb1-8d7a-cc42454013f2 · outbound
This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
Non-Contextual BERT or FastText? A Comparative Analysis BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.408746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88e28f85-debe-43c5-bf65-76947d1e2c8f · outbound
This paper cites Organization of Knowledge and Advanced Technologies.
Non-Contextual BERT or FastText? A Comparative Analysis Organization of Knowledge and Advanced Technologies
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T11:55:48.749997Z
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 5f818604-4cd1-4c71-84b2-9a5815e865eb · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.739450Z
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 5786c7a9-47fc-46ee-9f9b-a76e527c3cbc · outbound
This paper cites L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library.
Non-Contextual BERT or FastText? A Comparative Analysis L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.420755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 184c098a-2537-4a63-88cd-54b43bed10cf · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.728640Z
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 b6d845e7-0606-4e3c-b98c-e473d63fe481 · outbound
This paper cites Khapra, and Pratyush Kumar.
Non-Contextual BERT or FastText? A Comparative Analysis Khapra, and Pratyush Kumar
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.428261Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82f81d02-201b-4460-a8b9-004700a5e384 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.716661Z
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 1d4f59aa-f74b-466c-bb24-4eafe7ae74f7 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.706308Z
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 abcd93a3-0bb1-4001-8e72-9c90feeefb75 · outbound
This paper cites MuRIL: Multilingual Representations for Indian Languages.
Non-Contextual BERT or FastText? A Comparative Analysis MuRIL: Multilingual Representations for Indian Languages
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.439083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7aa1c3e3-b15a-43d8-a0ba-53f526826f81 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.696537Z
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 baded803-8453-4d34-916b-1bfb8a0f21ba · outbound
This paper cites Efficient Estimation of Word Representations in Vector Space.
Non-Contextual BERT or FastText? A Comparative Analysis Efficient Estimation of Word Representations in Vector Space
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.446208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a97c76ff-6ad5-412d-bbdd-00d84cc7446a · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.686420Z
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 974869d9-a233-449e-8c31-a568cfd65999 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.452955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55fd24b4-5b71-4aa3-9cc7-f68493e87e86 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.676104Z
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 1b3167f5-2b67-499c-8309-21bd81e60c31 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.458687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c66fe2b2-90db-4dde-a89f-ccedf26770d3 · outbound
This paper cites L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models.
Non-Contextual BERT or FastText? A Comparative Analysis L3Cube-MahaSent-MD: A Multi-domain Marathi Sentiment Analysis Dataset and Transformer Models
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.461580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3b184d1-1d32-4509-8a29-9a04c0f87b69 · outbound
This paper cites Hate speech detection using static BERT embeddings.
Non-Contextual BERT or FastText? A Comparative Analysis Hate speech detection using static BERT embeddings
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T11:55:48.527477Z
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 07cc60ce-1d95-4be7-a433-e76356146e16 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.657156Z
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 ea352b4c-441a-4e89-86fd-046cfc7a22c5 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.645787Z
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 e2756ae1-7330-48ea-901f-5adb9753a28d · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:55:48.474120Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8e6296b-2508-4db9-93c9-0c39937325b0 · outbound
This paper cites an unresolved cited work.
Non-Contextual BERT or FastText? A Comparative Analysis Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T11:55:48.627235Z
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.
Pith citing papers
No inbound Pith citation observations are available.