Pith. sign in

Paper Citation Record · LEDGER

The Digital Sous Chef -- A Comparative Study on Fine-Tuning Language Models for Recipe Generation

As of 14 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2508.14718.

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

pith.paper-citation-record.v1
2508.14718 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:22:13.537522Z

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59171cb5-1032-4b9c-8bf9-e332df27fbb0 · outbound

This paper cites Tianxiao Shen, Tao Lei, Regina Barzilay, and Tommi Jaakkola.

The Digital Sous Chef -- A Comparative Study on Fine-Tuning Language Models for Recipe Generation Tianxiao Shen, Tao Lei, Regina Barzilay, and Tommi Jaakkola

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:22:13.580339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T18:22:13.533940Z digest=sha256:0f32f894fcb9283df566ff43bebbb6cfb4131987f30290a9b52f19e9f119eb46

Observation d3800d94-07da-4c9d-ac37-3bd2af10b29a · outbound

This paper cites Fine-tuning Language Models for Recipe Generation: A Comparative Analysis and Benchmark Study.

The Digital Sous Chef -- A Comparative Study on Fine-Tuning Language Models for Recipe Generation Fine-tuning Language Models for Recipe Generation: A Comparative Analysis and Benchmark Study

Reference 6008

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:22:13.569692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T18:22:13.537522Z digest=sha256:5518d54fe41e31f7ef99765ed4bd25b72598507c5c88e52e86ab311f89022147

Pith citing papers

No inbound Pith citation observations are available.