Paper Citation Record · LEDGER

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss

As of 10 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2602.12005.

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

pith.paper-citation-record.v1
2602.12005 v4

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:02:17.982324Z

measured 14 of 14 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 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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f859dae9-dd60-4887-813f-08a8cd7018c3 · outbound

This paper cites an unresolved cited work.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.023946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5070de95-c916-439f-ba49-6e57e1d45bc7 · outbound

This paper cites an unresolved cited work.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.198485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 158b55aa-0c4d-41cd-b1a3-f897006bb5ab · outbound

This paper cites an unresolved cited work.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.366533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2304873-275e-4527-9d32-a88c4826b698 · outbound

This paper cites an unresolved cited work.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.610476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9247de73-fe71-4bee-b52c-283c5a0efef7 · outbound

This paper cites Loss + Ignorefacts.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Loss + Ignorefacts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.782735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf48d084-bd37-41fb-81b0-b0136c204d9b · outbound

This paper cites Tell me a bio of <name>. <name> is.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Tell me a bio of <name>. <name> is

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.872044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc5376f-54a7-4574-b702-48f4ba895a64 · outbound

This paper cites What is Ufa the capital of?.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss What is Ufa the capital of?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:17.982324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1828bc8a-fa9b-4cf2-836c-2144fb649267 · outbound

This paper cites We prompt Gemini 2.0 Flash to score the semantic and factual validity of the proposed next token using the prompt below.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss We prompt Gemini 2.0 Flash to score the semantic and factual validity of the proposed next token using the prompt below

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.856946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a171873-0f56-44b8-b87c-519f09bac3a3 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.051246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e2639fa-e87a-4804-a406-41c7ebdec8b4 · outbound

This paper cites Qwen3 Technical Report.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Qwen3 Technical Report

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.538493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd8d973-1164-404f-b672-89c1f0c4e167 · outbound

This paper cites Scaling Laws for Neural Language Models.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Scaling Laws for Neural Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.151584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed758bea-d052-4b50-8d9b-b8849a5f409b · outbound

This paper cites ISBN 9781713871088.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss ISBN 9781713871088

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.471951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2d17fc-8930-4b5d-90c8-52fae7c1952a · outbound

This paper cites Leveraging Uncertainty Estimation for Efficient LLM Routing.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss Leveraging Uncertainty Estimation for Efficient LLM Routing

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.697994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe14fc6-e18a-4f4c-b298-b5cfc0b161b7 · outbound

This paper cites How much do language models memorize?.

LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss How much do language models memorize?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T00:02:16.341596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.