Paper Citation Record · LEDGER

Symbol tuning improves in-context learning in language models

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2305.08298.

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

pith.paper-citation-record.v1
2305.08298 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:07:30.189935Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T14:48:08.726227Z

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 7cf54401-f4f0-4986-95c2-08cefc9a2940 · inbound

Simple synthetic data reduces sycophancy in large language models cites this paper.

Simple synthetic data reduces sycophancy in large language models Symbol tuning improves in-context learning in language models

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-16T14:48:08.728461Z

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.

Observation 69af4266-fbc1-4a95-8cc3-37b2bc61959a · inbound

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization cites this paper.

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization Symbol tuning improves in-context learning in language models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T19:07:30.189935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e484e794-b2fb-473d-9cd7-6153f11c3d3b · inbound

Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production cites this paper.

Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production Symbol tuning improves in-context learning in language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T17:45:31.877446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c2d99e8-6dab-4dc9-9b7d-4063e89e6821 · inbound

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks cites this paper.

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks Symbol tuning improves in-context learning in language models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T20:29:54.126808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 726afa35-c252-4416-8545-3765528f6b30 · inbound

StaICC: Standardized Evaluation for Classification Task in In-context Learning cites this paper.

StaICC: Standardized Evaluation for Classification Task in In-context Learning Symbol tuning improves in-context learning in language models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T14:06:14.511941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e43b4c2-c356-4be5-8fdf-56073370dc04 · inbound

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling cites this paper.

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling Symbol tuning improves in-context learning in language models

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T14:10:45.245589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.