Paper Citation Record · LEDGER

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models

As of 6 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2604.17827.

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

pith.paper-citation-record.v1
2604.17827 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T04:30:57.077495Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

18 of 18 outbound references displayed

verified exact3
verified fuzzy7
unresolved4
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98970934-e98f-4981-b5e4-54a493e2fce9 · outbound

This paper cites Braccini, M., Filippo, A.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Braccini, M., Filippo, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.173381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e0bc8e10-531c-465f-841b-66d782b238a5 · outbound

This paper cites URL https: //doi.org/10.1145/3387514.3405874.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models URL https: //doi.org/10.1145/3387514.3405874

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:35:16.725825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f0928b8c-11e3-4684-82e9-e01a2b01b340 · outbound

This paper cites Hybridflow: A flexible and efficient rlhf framework.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Hybridflow: A flexible and efficient rlhf framework

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T04:35:16.731931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b0fe1757-e92a-44fb-bc68-feee63f22355 · outbound

This paper cites emnlp-main.608.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models emnlp-main.608

Reference 11

Resolution: verified exact; doi, observed 2026-05-10T04:35:16.729519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a05db27b-c2d2-4d74-9a87-43aa0278c786 · outbound

This paper cites Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment

Reference 13

Resolution: malformed identifier; doi, observed 2026-05-10T04:35:16.736476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9cd275ef-6e59-4df8-9d15-ef8d128e2a05 · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 14

Resolution: malformed identifier; doi, observed 2026-05-10T04:35:16.727731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e7e05e5a-90ba-45f1-97e0-17c7c09514b0 · outbound

This paper cites URL https: //doi.org/10.1109/LRA.2023.3327672.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models URL https: //doi.org/10.1109/LRA.2023.3327672

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T04:35:16.734222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c33a0f5-3870-4a4b-9096-608137718f12 · outbound

This paper cites " LLM Cascade (Yue et al., 2024) % %.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models " LLM Cascade (Yue et al., 2024) % %

Reference 16

Resolution: malformed identifier; raw_fallback, observed 2026-05-22T04:56:06.154505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 81da4c14-d03b-49c0-8b4b-1e5258d69923 · outbound

This paper cites an unresolved cited work.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-22T04:56:06.157792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 674e59bd-4203-4ee5-8954-4c6eeba29157 · outbound

This paper cites In the first case, the agent request context, you should perform reasoning again within <think> and </think>, and provide the necessary context inside<message>and</message>.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models In the first case, the agent request context, you should perform reasoning again within <think> and </think>, and provide the necessary context inside<message>and</message>

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.144380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ff488a20-d770-4be8-b069-cd82be7a3afe · outbound

This paper cites - Guidelines for reasoning: you should be organized and direct and avoid repetition.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models - Guidelines for reasoning: you should be organized and direct and avoid repetition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.147975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ef17937-c1a6-4ba5-a31a-7941d98af805 · outbound

This paper cites - If you must request context, state exactly what additional context you need and why using<need>and</need>tags.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models - If you must request context, state exactly what additional context you need and why using<need>and</need>tags

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.151580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d70bc5ee-a767-4162-a398-74f97432571a · outbound

This paper cites the user’s.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models the user’s

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.164080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c5fcf078-76d4-455a-8d22-989c83bc9aad · outbound

This paper cites an unresolved cited work.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-22T04:56:06.160967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 28116a64-9525-478f-9628-27cf569682b6 · outbound

This paper cites China”] - Step 1: Generate Personal Information - Core entities: “Beijing.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models China”] - **Step 1: Generate Personal Information** - Core entities: “Beijing

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.140547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 429996d0-b490-47f2-a12a-9a7ef3526a1e · outbound

This paper cites an unresolved cited work.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-22T04:56:06.136873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f6675c4b-a772-4456-ac61-4ae2cdc9d42d · outbound

This paper cites an unresolved cited work.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-22T04:56:06.170106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 06465400-dadb-4d84-a7ff-e1e930ebf5ae · outbound

This paper cites reason": your reasoning here.

Learning to Seek Help: Dynamic Collaboration Between Small and Large Language Models reason": your reasoning here

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T04:56:06.167215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.