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Paper Citation Record · LEDGER

Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.13108.

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

pith.paper-citation-record.v1
2502.13108 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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:52:29.883990Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:35:19.684270Z

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 686ffdf8-d601-414b-ac05-0c6020e20bd6 · inbound

SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use cites this paper.

SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T14:52:29.883990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:52:29.883990Z digest=sha256:193ff5cbbf6ec4604f6a01289eba3732c9f2c5fc23ca974790f2d995577a2ded

Observation d937626a-1714-436c-bcfe-65540aa39514 · inbound

Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems cites this paper.

Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:36:13.213287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:36:13.213287Z digest=sha256:b17f26648f9c51933f67fb736b4d197fca399fcf496f547e43f5ae570a793b58

Observation e600e051-ea4d-4ace-9964-d82ee7f65f21 · inbound

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation cites this paper.

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:35:19.818745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T11:35:17.306676Z digest=sha256:8438c2b34bc662428411ee9d2de035fccc3bcd0fd814325bc8f651fb46db8434