Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:22:34.074773Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:1908.05757.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T13:22:34.074773Z
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
11 of 11 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e83bbb73-deae-4d9b-b3f6-bc2e8535c90a · outbound
Debiasing Personal Identities in Toxicity Classification Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcc03168-4dd8-4dd1-8548-e392959dcf25 · outbound
Debiasing Personal Identities in Toxicity Classification Unresolved cited work
Reference 2
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 be6f887f-c8e5-429b-aca7-aa4d61b467c0 · outbound
Debiasing Personal Identities in Toxicity Classification Understanding Inverse Docu- ment Frequency: on Theoretical Arguments for IDF
Reference 3
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 a91b855e-dcd1-4ed7-8d1c-a444213f489e · outbound
Debiasing Personal Identities in Toxicity Classification Long Short-Term Memory
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77185720-f2b5-427d-91c6-862114d3f998 · outbound
Debiasing Personal Identities in Toxicity Classification BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a433ae6-afb2-4429-b409-626683fac88d · outbound
Debiasing Personal Identities in Toxicity Classification Pennington, R
Reference 6
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 064830da-7b52-4f29-8107-08fddd619c6c · outbound
Debiasing Personal Identities in Toxicity Classification Deep contextualized word representations
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed566cf0-6a59-479d-9778-d612da76d12b · outbound
Debiasing Personal Identities in Toxicity Classification Jigsaw Unintended Bias in Toxicity Classifica- tion
Reference 8
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 25189a58-6acb-4899-a86f-66a2628f1464 · outbound
Debiasing Personal Identities in Toxicity Classification A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e0556f8-088b-46b7-b2b9-075559741ba3 · outbound
Debiasing Personal Identities in Toxicity Classification Civil Comments
Reference 10
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 cc2d48bf-d7fb-4a7b-9638-9a5c30bedb6a · outbound
Debiasing Personal Identities in Toxicity Classification Limitations of Pinned AUC for Measuring Unintended Bias
Reference 2019
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.
No inbound Pith citation observations are available.