Paper Citation Record · LEDGER

LLF-Bench: Benchmark for Interactive Learning from Language Feedback

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2312.06853.

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

pith.paper-citation-record.v1
2312.06853 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:26:44.966685Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:39:22.203183Z

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 968957f6-3aeb-4a60-91c8-f50ddcfe376b · inbound

Natural Language Reinforcement Learning cites this paper.

Natural Language Reinforcement Learning LLF-Bench: Benchmark for Interactive Learning from Language Feedback

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T15:26:44.966685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26165bb2-d0cd-4b64-99a5-e50e153dfbdc · inbound

Formalizing Learning from Language Feedback with Provable Guarantees cites this paper.

Formalizing Learning from Language Feedback with Provable Guarantees LLF-Bench: Benchmark for Interactive Learning from Language Feedback

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:39:22.298030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45a6d747-323e-480e-b1f2-d0bccb382c83 · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey LLF-Bench: Benchmark for Interactive Learning from Language Feedback

Reference 121

Resolution: unresolved; no resolver link, observed 2026-08-07T06:00:19.584257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 865a234f-fb3e-4033-adbf-de6358e25840 · inbound

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments cites this paper.

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments LLF-Bench: Benchmark for Interactive Learning from Language Feedback

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T07:57:43.000834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a387dc9-dc5b-4406-b72c-ff74d0a3a3db · inbound

Overcoming the Weakest-Link Effect in LLM-Driven Program Optimization via Heterogeneous Edit Recombination cites this paper.

Overcoming the Weakest-Link Effect in LLM-Driven Program Optimization via Heterogeneous Edit Recombination LLF-Bench: Benchmark for Interactive Learning from Language Feedback

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T16:45:52.288094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.