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Paper Citation Record · LEDGER

CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2107.09852.

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

pith.paper-citation-record.v1
2107.09852 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:36.656685Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T10:21:08.847254Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1c34290c-345f-4f94-b540-923d624c50cc · inbound

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention cites this paper.

CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:36.656685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:08:36.656685Z digest=sha256:f494a61811407dbff39771e7ceb834174c1d4b9346762971adfeaf1ea44dd6ba

Observation d6c7e657-ae9a-4645-a516-9c8d5ffb2c3a · inbound

Zero-Shot Event Causality Identification via Multi-source Evidence Fuzzy Aggregation with Large Language Models cites this paper.

Zero-Shot Event Causality Identification via Multi-source Evidence Fuzzy Aggregation with Large Language Models CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:21:08.854403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T10:21:07.850579Z digest=sha256:5a8f893135b81d6175a35dedb76fccc2b2b07a4b10f263a91efcc80d448dc29d

Observation fc3f7b6d-d415-4f14-89b2-56780f4e69fb · inbound

GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models cites this paper.

GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-02T12:15:44.978980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T12:15:44.978980Z digest=sha256:2027b6b42d8aaa8a8d05e33431d0e94e35050bac78677bd628350954ed33ebf6