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Paper Citation Record · LEDGER

The Battle of LLMs: A Comparative Study in Conversational QA Tasks

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.18344.

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

pith.paper-citation-record.v1
2405.18344 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:08:24.538142Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:11:26.576543Z

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 7bc03968-b719-4430-ad1a-6ae77a1130c7 · inbound

Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models cites this paper.

Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models The Battle of LLMs: A Comparative Study in Conversational QA Tasks

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-08T11:08:24.538142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:08:24.538142Z digest=sha256:907b44c7ffbc97e0283c49c3b001b09690c4b34665db3ae45e0badef44baf83d

Observation add5eca5-1d89-46d5-8efd-62f72ce64706 · inbound

A Survey of the State-of-the-Art in Conversational Question Answering Systems cites this paper.

A Survey of the State-of-the-Art in Conversational Question Answering Systems The Battle of LLMs: A Comparative Study in Conversational QA Tasks

Reference 99

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T05:11:26.581009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T05:11:25.096715Z digest=sha256:8f9299455ed6ca6c757be9dd5e6deb346e59144d61b47f238ab2751551be3d81