Paper Citation Record · LEDGER

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

As of 22 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 3 inbound Pith citation observations for arXiv:2505.03075.

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

pith.paper-citation-record.v1
2505.03075 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:07:49.538810Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:19:01.796688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T23:46:42.369249Z

Reference resolution

80 of 80 outbound references displayed

verified exact2
verified fuzzy5
unresolved73
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f256deb5-a1c9-455c-847b-0326dc4ae66a · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.540002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d36e679-9889-4382-8dcf-a280f1dfa310 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.233124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f07521-e5be-4da2-8717-abf22f14985d · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-16T00:07:49.575240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 27bbfd47-6e54-41dd-bbd4-186f6d14639a · outbound

This paper cites Chain-of-Verification Reduces Hallucination in Large Language Models.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.243011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8a745d-0778-4f4f-9a47-926fa866a1b6 · outbound

This paper cites Wizard of Wikipedia: Knowledge-Powered Conversational agents.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Wizard of Wikipedia: Knowledge-Powered Conversational agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.247387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14e11b2-0262-43af-a24f-773a0e1eb7b9 · outbound

This paper cites Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.251673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11624d1f-d5c3-49fb-b782-dc6e8ee75e2e · outbound

This paper cites The Llama 3 Herd of Models.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.257190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41bf05cc-8981-44b8-b6ae-69145411252b · outbound

This paper cites Advances in Importance Sampling.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Advances in Importance Sampling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.260707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10624298-af62-4936-8207-8953c70e2beb · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.520425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0773e51-17c4-4702-b7e0-36c6fb50c0ac · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.507628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 89c3326b-a28d-4ac2-a83a-2bd5d2a1a14e · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.271659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45015277-e86f-4379-a5e9-79d985b07709 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.494672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04ad9daf-4316-44a3-b4cc-40880bd914c1 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.482465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 12cbfabc-d94a-4967-95b1-5e02dd8dafaf · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.469801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 92bb8d95-d14d-4203-a55f-36f972ac4e4f · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.456933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8eda8562-8338-4576-b9e0-0126415abc1d · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.289795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58c595f-a185-4bf9-9af9-b59ae817ca4c · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.435659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b01e22bd-097c-4e09-8042-c60d4dd2c97b · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.423790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 771a8307-7ad7-41f6-ad8f-39fd972d22e0 · outbound

This paper cites Mixtral of Experts.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Mixtral of Experts

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.303917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb04c094-0e37-40b2-bb12-aea1f9ed3ab8 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.411097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bdc61dbe-f451-4a32-bf12-ea9413222d0a · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.399364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dfc45d04-0285-4b11-9572-f943c764d63c · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:07:50.387708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3bfce3d-0a6b-4f34-9f95-459b59231769 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.376222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e788469c-a109-40ea-bdba-5a8ca7f40623 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.363616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 33407343-d17b-49b2-a837-eab994ab8ba3 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.351600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c47db79b-d1aa-441c-8e86-7bc425169b2a · outbound

This paper cites SSDM: Scalable Speech Dysfluency Modeling.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models SSDM: Scalable Speech Dysfluency Modeling

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:07:49.854412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2323d043-e4ef-4c50-b1e0-46247c1400ee · outbound

This paper cites RA-DIT: Retrieval-Augmented Dual Instruction Tuning.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RA-DIT: Retrieval-Augmented Dual Instruction Tuning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.338267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f95bde29-faae-4c95-9983-0ff66a306562 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.341873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97e1ff1-3085-4be5-9173-b875aa62e589 · outbound

This paper cites ChatQA: Surpassing GPT-4 on Conversational QA and RAG.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models ChatQA: Surpassing GPT-4 on Conversational QA and RAG

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.345322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4e6469-e8c6-4057-8048-6718044081cf · outbound

This paper cites Zero-Shot Listwise Document Reranking with a Large Language Model.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Zero-Shot Listwise Document Reranking with a Large Language Model

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.349413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67402a05-8638-4411-b408-abcdefc4dee1 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.332031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 47f7ff9b-918a-4f55-add5-a3128475e6de · outbound

This paper cites AmbigQA: Answering Ambiguous Open-domain Questions.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models AmbigQA: Answering Ambiguous Open-domain Questions

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.358022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af033f31-894e-4bb8-9d4f-288a392abb09 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.319765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9ac26d72-527c-45b9-a3e2-67fbf9c6bb61 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.306974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e358151d-ecc3-48a2-bbd9-f2913d4e621c · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.370978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731c99fc-99d3-48d6-87ed-e9369b486aa0 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.286595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3db0f919-71cc-4246-bac3-e0ce0d5613b3 · outbound

This paper cites RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.379944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 348734da-9709-4f0f-a2ce-cafda6aa7864 · outbound

This paper cites RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.384169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ebd63c-55f3-46a3-98c3-dea398a185f0 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.274490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8f2e7075-90e0-4116-a6bc-1c8eb468e2a3 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.392772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25b9e78-6299-440d-a864-5b78b8f54af3 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.243469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 93cebe14-c5cb-46a9-9648-3a5dc2fc66ac · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.232480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8949a956-a701-431f-9655-8de752aac1b9 · outbound

This paper cites Hamilton, and Bryan Catanzaro.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Hamilton, and Bryan Catanzaro

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:07:50.221887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7151b34b-bf0b-4a88-8da6-df56d502a40f · outbound

This paper cites Improving Passage Retrieval with Zero-Shot Question Generation.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Improving Passage Retrieval with Zero-Shot Question Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.413784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60cdb504-91d9-4d53-bbbb-ceedd950983a · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.211489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d8154737-9a58-4f1a-a7b1-7c2407c8a771 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Khattab, Jon Saad-Falcon, Christopher Potts, and Matei A

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:07:50.200216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 06900751-6562-4892-b7ba-a5ba5e0ad15d · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.188201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 54f03c5e-119f-47db-a04a-0fa06c3f20f0 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.427849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 142d60e2-1b75-40cb-91a8-ff528e6f81fd · outbound

This paper cites Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.431426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539ec6bb-c46f-47db-84aa-2041381c8e06 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.175377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff90c432-ffe3-42df-9247-d9b9f5209e87 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.163073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 19f3be42-33bd-4796-a615-b464866cdc71 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.150906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09ab33cf-b662-41ef-91c9-aa9c742f6a63 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.138801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 78905f61-cb2c-4b76-a3b0-19a196070b29 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.125823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7b26f86-7ef8-4702-99b4-1a56cad09e92 · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.111947Z

Source-reported events for the cited work

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 56

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Observation f7bd196d-d0de-4950-8d8f-154355b3203a · outbound

This paper cites an unresolved cited work.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 57

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This paper cites In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.

Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Reference 58

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 59

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Observation e6e32b31-3494-4e07-9a02-4f7b3a6daae3 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 60

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 61

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation

Reference 62

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Learning to Filter Context for Retrieval-Augmented Generation

Reference 63

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Unavailable: canonical work link unavailable.

Observation c6ff96fc-6187-4421-a53f-aa4dbbca3932 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.475047Z

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Unavailable: canonical work link unavailable.

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models C-Pack: Packed Resources For General Chinese Embeddings

Reference 65

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Observation ddc77cee-ab16-44fd-90b3-835acc81d1db · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.495786Z

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Unavailable: canonical work link unavailable.

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.043110Z

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Observation 82454bf5-8b82-4905-a6e7-934732c2da60 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.016641Z

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Observation f96a0504-de74-4156-affe-5cfc43e243d2 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.507280Z

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:50.029742Z

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 71

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Observation e8f06a18-184e-410a-902b-268d669f059a · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:07:49.981054Z

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Making Retrieval-Augmented Language Models Robust to Irrelevant Context

Reference 73

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Unavailable: canonical work link unavailable.

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Unresolved cited work

Reference 74

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Observation a9b83e83-2bcf-45a2-a7cc-a1eece64e6a7 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

Reference 75

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Unavailable: canonical work link unavailable.

Observation 328ffc73-c94d-4f77-8891-b9148c2b7b78 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.538810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.527323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Learning on Large-scale Text-attributed Graphs via Variational Inference

Reference 79

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Transactions of the Association for Computational Linguistics (2023)

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:07:50.254948Z

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Observation 080fc9b4-0cc9-415b-b02f-42a07a85f1b4 · outbound

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Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:49.329769Z

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Unavailable: canonical work link unavailable.

Pith citing papers

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DeepShop: A Benchmark for Deep Research Shopping Agents cites this paper.

DeepShop: A Benchmark for Deep Research Shopping Agents Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

Reference 40

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Unavailable: canonical work link unavailable.

Observation 62a3abd8-458e-4101-92cd-b148893ae303 · inbound

RASP-Tuner: Retrieval-Augmented Soft Prompts for Context-Aware Black-Box Optimization in Non-Stationary Environments cites this paper.

RASP-Tuner: Retrieval-Augmented Soft Prompts for Context-Aware Black-Box Optimization in Non-Stationary Environments Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

Reference 59

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8bc67cde-3658-4adf-b5f9-f23c9623ddfa · inbound

From Intent to Execution: Composing Agentic Workflows with Agent Recommendation cites this paper.

From Intent to Execution: Composing Agentic Workflows with Agent Recommendation Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:46:42.418086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.