Pith. sign in

Paper Citation Record · LEDGER

Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2305.05010.

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

pith.paper-citation-record.v1
2305.05010 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 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:34:57.189016Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T17:40:27.846055Z

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 aebd92bd-2c19-4981-bca1-0a2e365fa86f · inbound

MiniLLM: On-Policy Distillation of Large Language Models cites this paper.

MiniLLM: On-Policy Distillation of Large Language Models Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T17:40:27.849586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-12T17:40:27.827493Z digest=sha256:fbe62426694bb409ca56ab10d569a5048fd9148438bf32200dff19440835cfa8

Observation 65b7cce2-5efb-4116-b854-1d57b5fe6d9a · inbound

On Teacher Hacking in Language Model Distillation cites this paper.

On Teacher Hacking in Language Model Distillation Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-09T11:34:57.189016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:34:57.189016Z digest=sha256:3558361345a034f21914f7992eaeb8b6a803452cbc80bf7ecddfbbe40b8b98fe

Observation 5aa2c277-7ef9-4d58-9a4a-00bfb30fa759 · inbound

Logits-Based Finetuning cites this paper.

Logits-Based Finetuning Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:30.148694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:30.148694Z digest=sha256:6b3b8715114682a905649511f01e865eb8f9dbea5a36e6b9ba9ed6122c318782