Pith. sign in

Paper Citation Record · LEDGER

Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2112.08140.

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

pith.paper-citation-record.v1
2112.08140 v1

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 2026-08-06T21:20:04.769376Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T04:36:03.440233Z

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 de8c98d0-be7d-4232-a781-c26f5483d7a4 · inbound

On Mitigating Data Sparsity in Conversational Recommender Systems cites this paper.

On Mitigating Data Sparsity in Conversational Recommender Systems Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T21:20:04.769376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:20:04.769376Z digest=sha256:01ef8df83fa5a94de87ab67375fe77788bc72040080095aa61473f581f089cb3

Observation 578ff441-3115-44ba-aac2-62ceaaa62617 · inbound

LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Recommender Systems cites this paper.

LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Recommender Systems Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:25.578309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:45:25.578309Z digest=sha256:8ab46fabd8078ab7175306b3ea7a34e7c246ee950e2699ec7051b645732cf097

Observation 01fb9872-d2a2-4751-b22b-47b162b19904 · inbound

Generative Conversational Recommender System cites this paper.

Generative Conversational Recommender System Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-22T04:36:03.445349Z

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=pdf_text observed=2026-05-22T04:35:10.450479Z digest=sha256:b1e172709957c587d6f8b2039892d2168f31ce6ad5d9e9094dd262568339efc7