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Paper Citation Record · LEDGER

DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs

As of 15 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2601.07994.

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

pith.paper-citation-record.v1
2601.07994 v5

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:03:27.381865Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:40:55.434815Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T06:16:15.895014Z

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26b36e4c-113c-4ef3-9594-015bda13d95b · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-03T11:03:27.174097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:03:27.174097Z digest=sha256:25a7fb32850ca351f3121956b61f2455f965fe2dc774d1ff9589df49055c6db9

Observation 640eaf58-72b1-4bd4-a98a-2892d3c4047a · outbound

This paper cites (...) Therefore, the Bot Response fails to accurately answer the User Question based on the provided con- versation history.

DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs (...) Therefore, the Bot Response fails to accurately answer the User Question based on the provided con- versation history

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-03T11:03:27.381865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:03:27.381865Z digest=sha256:522f4c9d1e05420edfba52af5d27f08152bbf1e502709010e7c51748d02e6c19

Observation bab776a2-4940-4e72-a39e-b3a53aaa00ef · outbound

This paper cites InFindings of the As- sociation for Computational Linguistics: ACL 2023, pages 10932–10940, Toronto, Canada.

DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs InFindings of the As- sociation for Computational Linguistics: ACL 2023, pages 10932–10940, Toronto, Canada

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-03T11:03:27.246988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:03:27.246988Z digest=sha256:4be8531bdc890a0f01a41b3b5d93af478d0b9da8d69b927134a7e16b7ec3a943

Observation 12a271ca-15ab-4c60-8a4b-41e565ef9cb1 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2024, pages 2318–2335, Bangkok, Thailand.

DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs In Findings of the Association for Computational Linguistics: ACL 2024, pages 2318–2335, Bangkok, Thailand

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-03T11:03:27.066532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:03:27.066532Z digest=sha256:74ca937ece16689fc9787ba2b98470718e9fd23078409d5dd6a8686c2b1e740c

Observation 76550436-cacb-476f-a193-87428f827fb0 · outbound

This paper cites InProceedings of the 31st International Conference on Compu- tational Linguistics, pages 3764–3777, Abu Dhabi, UAE.

DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs InProceedings of the 31st International Conference on Compu- tational Linguistics, pages 3764–3777, Abu Dhabi, UAE

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T11:03:27.305151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:03:27.305151Z digest=sha256:828121c3f2351e6d26459a9af3a73f6b3aa7ad6dc9e7c01474c57ed7894e27ab

Pith citing papers

Observation 303d905f-1731-45ba-bd2a-160ad7ab5034 · inbound

Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents cites this paper.

Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-08-14T04:40:55.975566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-14T04:40:55.434815Z digest=sha256:7650226476b679c8e14c79b87cfa8d50588540fe401f6f81ab009e3b0a17518f