Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:21:52.910438Z
Paper Citation Record · LEDGER
A framework for anomaly detection using language modeling, and its applications to finance
As of 16 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:1908.09156.
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 2026-08-16T06:30:59.297886+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
25 of 25 outbound references displayed
- verified exact1
- verified fuzzy2
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2b646a82-4470-48b5-86d1-26bab42f10f8 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.183116Z
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 593b023f-456b-4c43-96ea-2bb9256b691c · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.173252Z
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 4fe5c125-7436-4fb1-bdff-3aaf9931770b · outbound
This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
A framework for anomaly detection using language modeling, and its applications to finance BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.830071Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 939a0a2d-fbbb-4757-a196-105c87037ab5 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.162440Z
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 681d8f33-ffc9-48ba-9ddd-010a8847dc31 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.151608Z
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 edb0ce85-86a0-4424-8951-bb92d1df743d · outbound
This paper cites Universal Language Model Fine-tuning for Text Classification.
A framework for anomaly detection using language modeling, and its applications to finance Universal Language Model Fine-tuning for Text Classification
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.841529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd2cd245-393b-44e3-8ee2-33448730bb16 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.141612Z
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 cd64a4a0-f87f-4a35-8bb2-18c767039668 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.129997Z
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 e933e6c7-978a-430f-976e-e913bebec25d · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.119348Z
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 81cd45b5-b48b-4c60-8443-3b5d7936c1c9 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.856872Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 372d7fb2-75e8-4c43-89c0-8b12a327beef · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.863973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a33e9414-b0b1-4bfc-b36f-9be485d2229a · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.085200Z
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 bc62554e-bcce-417d-bf34-719da4a28de2 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.075285Z
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 ddfd325d-8605-4270-b17a-f99eab0752a2 · outbound
This paper cites Deep contextualized word representations.
A framework for anomaly detection using language modeling, and its applications to finance Deep contextualized word representations
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.874203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b181a3f-885d-4344-868a-4d6da11dedad · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.878345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 928b6071-9056-42b9-a467-7ef27477efb7 · outbound
This paper cites Chaudhuri.
A framework for anomaly detection using language modeling, and its applications to finance Chaudhuri
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:21:53.064815Z
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 59cef40c-5960-4290-918f-862e832972c2 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.053923Z
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 8bfe827f-3202-42cb-9dd4-8a2efc204548 · outbound
This paper cites From Frequency to Meaning: Vector Space Models of Semantics.
A framework for anomaly detection using language modeling, and its applications to finance From Frequency to Meaning: Vector Space Models of Semantics
Reference 18
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-14T11:21:52.972060Z
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 2f738cb9-5e14-48a3-b7f4-7549b39a416f · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.043572Z
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 612408d9-48e5-4794-b25e-55a1c13732a8 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.033431Z
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 44cfa540-7c6e-4b77-81ea-fa3d8d743b10 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.022781Z
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 ceec0079-1c24-492f-98e9-66d53870db74 · outbound
This paper cites Factors Influencing the Surprising Instability of Word Embeddings.
A framework for anomaly detection using language modeling, and its applications to finance Factors Influencing the Surprising Instability of Word Embeddings
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T11:21:52.902794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee0a3c85-8ebc-4795-bba9-74ccda3f99a8 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 23
- Resolution
- verified exact
- doi, observed 2026-08-14T11:21:52.940889Z
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 954d69c4-c4d2-438e-a46a-21a7f6aa41d3 · outbound
This paper cites an unresolved cited work.
A framework for anomaly detection using language modeling, and its applications to finance Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:21:53.011497Z
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 6b8a976c-f36a-4760-89c8-6769cff9738c · outbound
This paper cites In Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015.
A framework for anomaly detection using language modeling, and its applications to finance In Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015
Reference 2015
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:21:53.102247Z
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.
Pith citing papers
No inbound Pith citation observations are available.