Paper Citation Record · LEDGER

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation

As of 9 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2502.06205.

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

pith.paper-citation-record.v1
2502.06205 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:28:29.182380Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy6
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9affeefd-ee6c-4569-9fc4-5e75fffa9fdd · outbound

This paper cites Consider the specificity, complexity, and clarity of the question.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Consider the specificity, complexity, and clarity of the question

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:28:30.297270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1591e7d2-8d3d-4be8-a744-b9853a71e1ea · outbound

This paper cites Guo, T., Chen, X., Wang, Y ., Chang, R., Pei, S., Chawla, N.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Guo, T., Chen, X., Wang, Y ., Chang, R., Pei, S., Chawla, N

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:28:30.313316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6cafcfe7-a550-4231-a80e-efbb0b2897fd · outbound

This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.465671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf3cd31-8953-4053-842b-1332b9e15cac · outbound

This paper cites GPT-4o System Card.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation GPT-4o System Card

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.534253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57b6a624-f503-480f-ae4a-55d3a95c57b3 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.535544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e7149bed-70de-472e-ae75-e6361cbc7617 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.516977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 05113f29-4cb3-4f29-b216-5cfc9df2dc72 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Gemma: Open Models Based on Gemini Research and Technology

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.675368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89477b07-9a93-47ba-823f-b5ff75c3921d · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:30.280191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97084857-15a3-42a3-b3ff-b9515882ae63 · outbound

This paper cites Concentrate solely on determining the necessity for retrieval or planning.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Concentrate solely on determining the necessity for retrieval or planning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:28:30.263290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e8532a6-c4d7-425c-a7a7-384bde1c9a9a · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:30.180169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae1e09d2-d0d6-4d1b-b2dd-28e39ba94d42 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:30.046072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a4531a9-a3b6-4f6e-9cd4-4c173cb054c0 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.968607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9263f11f-2216-47e8-81d1-8f8da473238a · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.952142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 219acd25-2dc1-46ed-aed2-21a1f6fab959 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.936271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d85ace62-6569-4ba6-8d46-dcb056d862f9 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.919946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1da97a92-2d45-484b-870d-bf8461085b9b · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.903788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ae7fb381-5d52-4f5d-8ea9-37d678f4ed48 · outbound

This paper cites Determine what key information we currently know and what additional information is needed through retrieval.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Determine what key information we currently know and what additional information is needed through retrieval

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:28:29.770605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5bd64d82-cd5f-4ad0-a5bc-d03e77e43d84 · outbound

This paper cites Focus on the planning process rather than providing direct answers.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Focus on the planning process rather than providing direct answers

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:28:29.649603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1d3e1ca-47d6-4c50-bc71-c66f420aeaa2 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.621600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a11116c-d8ad-4acc-a855-ded2b9f64e83 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.604702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57b17390-29fe-4e7a-afe3-41ec7264362e · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.588639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3087e2fc-9e4c-4b3f-ba98-ded45e499d4d · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.571159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82855e77-f61b-4b05-a981-7826dbe9b418 · outbound

This paper cites an unresolved cited work.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:28:29.553098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6d7280e-abce-4ee7-b047-a4afc19ebb10 · outbound

This paper cites True” if the predicted answer is correct, or “False.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation True” if the predicted answer is correct, or “False

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:28:29.444078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02f28e82-e735-49ad-8961-beba566c0324 · outbound

This paper cites naacl-long.463.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation naacl-long.463

Reference 463

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.680569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb6e493b-cd68-4395-84fc-7cb3fbf49a97 · outbound

This paper cites Qwen2 Technical Report.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Qwen2 Technical Report

Reference 691

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.691663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b08c634-949c-4465-972d-88dba7dd82d8 · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.664403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6329e1c7-fbed-4eff-9aa8-367933f6fde6 · outbound

This paper cites Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.698004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5367a11c-396a-4af3-902e-73d14ea46b6e · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.669420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23fd81a8-d6a5-4efd-9e2a-c730b4e4a12e · outbound

This paper cites The Llama 3 Herd of Models.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.373717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65e130d-2505-41ac-84b0-ea2731c099e5 · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 4436

Resolution: unresolved; no resolver link, observed 2026-08-08T16:28:28.686795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.