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Paper Citation Record · LEDGER

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality

As of 9 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2608.03487.

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

pith.paper-citation-record.v1
2608.03487 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:13:18.687070Z

measured 82 of 82 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

82 of 82 outbound references displayed

  • verified exact8
  • verified fuzzy1
  • unresolved68
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ea6001d-7144-43f2-9487-e470c4b6501b · outbound

This paper cites Algorithmicsuperintelligence/Openevolve.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Algorithmicsuperintelligence/Openevolve

Reference 1

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no resolver link, observed 2026-08-05T18:13:11.754359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:11.754359Z digest=sha256:ac8a26ef08b0ccb35a18dad9a70b2aefe0f85496741e1eea9a6fca3f7ab946e9

Observation 08540976-e172-40ba-8445-44448188cfe3 · outbound

This paper cites FlagOpen/FlagEmbedding.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality FlagOpen/FlagEmbedding

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:13:11.833422Z digest=sha256:45771632fedc5d566495a4674e0d4e276d048a0c2600740d996dd0cc540c3852

Observation 225d76cb-d726-470d-b071-8af8d9921adc · outbound

This paper cites Marker-Inc-Korea/AutoRAG.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Marker-Inc-Korea/AutoRAG

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:13:25.173845Z

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.

source=pdf_text observed=2026-08-05T18:13:11.917125Z digest=sha256:b1059630da6925ae26ef70466752d78566d1ca44d05cfa73a9d4f4b651268697

Observation 06b21274-cc6f-4ce5-8ea1-076c22dd26aa · outbound

This paper cites Unexpected Improvements to Expected Improvement for Bayesian Optimization.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unexpected Improvements to Expected Improvement for Bayesian Optimization

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T18:13:12.008436Z digest=sha256:6de6e7835d360322624d48139cfb2f8f3ed141ece93697feb7582874a88bbcb3

Observation c453b0d1-b9c9-4313-9d76-534c8684acc6 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 5

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:12.090024Z digest=sha256:ca44b05ce1532f1ddd251774bcdf64ff607bbc4c56e0a601b0071fdcef683bc4

Observation 41d5a24c-cad6-44e8-9f70-02aa21388be6 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 6

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no resolver link, observed 2026-08-05T18:13:12.157941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:12.157941Z digest=sha256:43c5e90604d6c5f82b6e3e7e35ab56d1979b7c26225134453629507757bebaa6

Observation a775a77e-095d-4ec8-bfd6-8c766257f779 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 7

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raw_fallback, observed 2026-08-05T18:13:24.957786Z

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.

source=pdf_text observed=2026-08-05T18:13:12.274843Z digest=sha256:b7c5450aed97f49fa4c68ffec8daf14b84d5300182229d7cf8ccf42cedd4426e

Observation 43aacc9d-a03f-405d-b666-149b44fb79e9 · outbound

This paper cites Qwen Technical Report.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Qwen Technical Report

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:12.359420Z digest=sha256:de72523ae379a90f44f994bcbe2a1eb4cb837413a9480ec99a2b877a2c99a74e

Observation a1c9236c-1d16-4ad7-9fbf-be6123b08e87 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 9

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source=pdf_text observed=2026-08-05T18:13:12.450470Z digest=sha256:6d53b37c7372bc201ce8758e290b57482311be48dffd4de6d49e8d2faf60b95d

Observation 4eb378e9-c1ad-413e-bad2-8aa7aa18aa54 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 10

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raw_fallback, observed 2026-08-05T18:13:24.756480Z

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.

source=pdf_text observed=2026-08-05T18:13:12.524915Z digest=sha256:2db25869efee438973631f74c93bbee8777ea8549a00add3e14ee7bd549e0da0

Observation c4b1a9e1-72b9-4d48-981d-c4f5cd7b2c87 · outbound

This paper cites Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM models

Reference 11

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source=pdf_text observed=2026-08-05T18:13:12.603227Z digest=sha256:44ba163729da6ff8e8fcc9d8b9af125f9fcb76e751eb66653796cbce2d72b88a

Observation 3493f766-dd6d-47ba-b394-5ea19fac79a9 · outbound

This paper cites Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems

Reference 12

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source=pdf_text observed=2026-08-05T18:13:12.691847Z digest=sha256:db9aea553fa5b48d172552a03f310a2a30d7496efea562fcf86fd07f958fdb65

Observation 6a7f3385-51a9-496e-8177-e0886bb88859 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-05T18:13:21.589960Z

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.

source=pdf_text observed=2026-08-05T18:13:12.748089Z digest=sha256:aa8c61d907447917578d73d806ea291fccdbcda92bde395bd796b5ed7de0652d

Observation 1fe44c71-9130-4618-a082-19e02bc6fa6b · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:12.831590Z digest=sha256:4620039b4c1cce4c3e1f3ee07018069afeb32df9f1564c53ae00b7a254d94b30

Observation 5c817ce8-b121-43dc-b999-54635be1d714 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-05T18:13:12.942533Z digest=sha256:f7c0dee4c152a3e4e8e63c688c658e6348f4cd1c4e0d2eb25f3a6ed960c84021

Observation 96753044-f16a-4a4b-adfb-d95698c2e333 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-05T18:13:13.102443Z digest=sha256:8ba0b3a996e07e5e3dced00d58dccba4c01acdba43802e71d1544952a329e9ed

Observation 093b6c09-9eaa-4686-8185-ba83756c53ea · outbound

This paper cites Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement

Reference 17

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source=pdf_text observed=2026-08-05T18:13:13.173833Z digest=sha256:2fc2a67e9d45733e9d725ac9dd8849f98dadb8b1cb99f01b5a90cd588aa6abac

Observation 11040873-9b27-4f27-84ce-309bf34ef900 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:13.204292Z digest=sha256:7c4a458ee40339cf8bc0802927b15a1378a93496055c905eeeb63f3a7d2b21e9

Observation 971d4cce-17eb-4be6-970c-2fb2f161a216 · outbound

This paper cites The Faiss library.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality The Faiss library

Reference 19

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source=pdf_text observed=2026-08-05T18:13:13.294524Z digest=sha256:368cd58de48bfa4ca23dc5a25b6ea5d166b47989f8a5b974d068236559aa7afa

Observation c80cc41b-22be-4395-99bd-41e806152f33 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-05T18:13:13.371508Z digest=sha256:b0bdaca3ed9100f83b538d433ad6a72db60783a0ecc392e7af6f6fd27b371422

Observation 2b872cc6-33d0-414e-b816-26dcf358ecb7 · outbound

This paper cites ELI5: Long Form Question Answering.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality ELI5: Long Form Question Answering

Reference 21

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no resolver link, observed 2026-08-05T18:13:13.442268Z

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source=pdf_text observed=2026-08-05T18:13:13.442268Z digest=sha256:c0411619ce3695226e8fb3a1c0d30f999a648dba5b13bffa67f26a6f7494b1fe

Observation 8fca0e04-26b6-42b3-b84d-de1dab123170 · outbound

This paper cites AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:13:21.083844Z

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.

source=pdf_text observed=2026-08-05T18:13:13.486879Z digest=sha256:b3cbd0b6c3774ea94cc94e61aa4c381e604ff32928b2478ddc143c77e7da8e6f

Observation 55d7d336-966e-4184-9551-b696d204cee0 · outbound

This paper cites Precise Zero-Shot Dense Retrieval without Relevance Labels.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Precise Zero-Shot Dense Retrieval without Relevance Labels

Reference 23

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source=pdf_text observed=2026-08-05T18:13:13.570213Z digest=sha256:6e88d5639d2df08b1ec2a780bef981f7deab63fd834aafa5e3f1f3c3c2c27daa

Observation 944f20cd-f4ca-4849-ae05-43b1434a2db1 · outbound

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

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 24

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source=pdf_text observed=2026-08-05T18:13:13.634678Z digest=sha256:1227f119e7de42ed26ffa744623fd5c7d24205a05436f44c9725ab7ac5f7c6fa

Observation a4820a3a-363a-46f7-a626-b06809a0b99b · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality The CMA Evolution Strategy: A Tutorial

Reference 25

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source=pdf_text observed=2026-08-05T18:13:13.712612Z digest=sha256:7e49190a3a5d41b98d269f447f2719b22629747651e1e13b4beef6115df9fe12

Observation 736d81f2-aaf5-4acc-83d5-acc22127cca2 · outbound

This paper cites PipeDream: Fast and Efficient Pipeline Parallel DNN Training.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality PipeDream: Fast and Efficient Pipeline Parallel DNN Training

Reference 26

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source=pdf_text observed=2026-08-05T18:13:13.750734Z digest=sha256:77a6e41a0e4252a552266554fcfb456049f57c091dae699d3c2c2bcc42232624

Observation b1032a57-2806-4bd1-95af-c3c221705b91 · outbound

This paper cites GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

Reference 27

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source=pdf_text observed=2026-08-05T18:13:13.783714Z digest=sha256:ca8ee8a9cff48e5b34a20c9f3e1e65452ab0b597102b0af4f8c6d37f63482c87

Observation bd46c08e-93ac-47b4-85d6-c84a67921c42 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-05T18:13:13.886857Z digest=sha256:3e52de563926c101ff012343818beb5205bebc849b014902cfdc2ae0ddd00d31

Observation 59ee9acd-abc1-420d-ba99-d7f7fa66c38b · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 29

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:13.935702Z digest=sha256:0d219c91a60fd0878773702e6add1c60748778804b9cf4fd6c3c3d47438e896d

Observation 1f02f77b-e5e7-401d-9c22-a7a10f9b675e · outbound

This paper cites RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving

Reference 30

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no resolver link, observed 2026-08-05T18:13:14.069983Z

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source=pdf_text observed=2026-08-05T18:13:14.069983Z digest=sha256:af38a49f5dc1e01ea2a60308713ac7817c6f950c91b755cbd6efe2e06c452ddf

Observation 2fd83c7c-ff6c-4b54-a3a8-86eaff47d8a8 · outbound

This paper cites Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models

Reference 31

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source=pdf_text observed=2026-08-05T18:13:14.133823Z digest=sha256:f0e6ed4cb474b4c4e9fe251fb10a43ff6aa45352c3c318d553b0d4d4d7fc410c

Observation 4627671d-7b5c-4ea7-a546-9f447cd25739 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-05T18:13:14.205042Z digest=sha256:f1076e785af43a94a11ea54125c12ea917463920700bd6ec27c5dfaf8b624e35

Observation 88e4a8d7-f9ab-42e3-916b-aa562c910c19 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 33

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metadata mismatch
raw_fallback, observed 2026-08-05T18:13:23.017691Z

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.

source=pdf_text observed=2026-08-05T18:13:14.303394Z digest=sha256:647b75b4eed1fe9e726a515a5bc6875eb8898320abcad6efbb8fb328ea866177

Observation c6a168d6-f4ad-469f-a2b9-27352732bf5c · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 34

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source=pdf_text observed=2026-08-05T18:13:14.375842Z digest=sha256:d3e46a2fea20a3820da55294989be93479684dd4277e45cfff1816dad11adede

Observation 5d0946b6-7869-4972-8877-afa10977ec87 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 35

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

source=pdf_text observed=2026-08-05T18:13:14.431712Z digest=sha256:763e9c47a739409270ff687802788c91bb4f289fa92b7489b02fcbf3ad6d5ecf

Observation f40c7b9c-7c77-4b0b-ac38-e5e0b0603ad8 · outbound

This paper cites ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Reference 36

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source=pdf_text observed=2026-08-05T18:13:14.568955Z digest=sha256:fab89e1a9f111c20cc9532649164dfc97c9ffb48eeb2477cc40884f2a3ad7772

Observation 50b74fbb-5798-41d5-b902-5391a42c7546 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 37

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doi, observed 2026-08-05T18:13:20.609170Z

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

source=pdf_text observed=2026-08-05T18:13:14.659880Z digest=sha256:ef9dc3905619d28a05bd184e20ffdf3fc89322b1779864351def79bfea7faddf

Observation c080fca0-9539-452a-820f-5758f8af8c7b · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 38

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metadata mismatch
raw_fallback, observed 2026-08-05T18:13:22.723292Z

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.

source=pdf_text observed=2026-08-05T18:13:14.801101Z digest=sha256:e2c5514b9247e48e7f4fec3536cfb0a238f1857aa4da4cdebfb606bd619d567d

Observation 389799f0-ec2b-4de7-aee8-048658dc226f · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-05T18:13:20.417405Z

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.

source=pdf_text observed=2026-08-05T18:13:14.981677Z digest=sha256:a36fc924d5a1f88974f86861a17060126eeab5f96e541d9d4cf29a0489f6cee8

Observation bd8c4692-56c5-46e6-9af4-2efcd75429c0 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 40

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no resolver link, observed 2026-08-05T18:13:15.124376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:15.124376Z digest=sha256:7cc65a2089b20dceb041324487cb973d39dcab88b5845bec77fc2d0eb877a077

Observation 0056ab07-5358-495d-9eaa-795be5ddf551 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-05T18:13:15.221698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:15.221698Z digest=sha256:92db86f3f1ee5e3dbbdf607c8d1565fa14bb207cecd227a7dc8754dd777435c0

Observation c132af60-d1ba-4729-a630-d0cda831cf85 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:24.356984Z

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.

source=pdf_text observed=2026-08-05T18:13:15.309189Z digest=sha256:e2a770aab86a706c693d6c449baec512f2be8a3e1fa3a7ecf34819b0c5a101e3

Observation 1a687b63-baa1-4482-a1bc-f400eea386bf · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:24.246629Z

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.

source=pdf_text observed=2026-08-05T18:13:15.578311Z digest=sha256:7d146c4cabec6faebacffdc7d384af5616ff9671d5b442504cb12bb90801371e

Observation 6756a1ef-0536-48c5-a840-a2a52c5fe1ce · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-05T18:13:15.717565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:15.717565Z digest=sha256:45e629887691b05561702e8b4ff9528c6074e6c0d2bf5e48d54defcf200aa7fc

Observation a3618558-f968-4200-bd04-253065673870 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 45

Resolution
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no resolver link, observed 2026-08-05T18:13:16.027848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.027848Z digest=sha256:291ff41356570e7fcced33c8a332cb338a65647ee76d8e1a8b77f85aeaae7295

Observation 02a45585-f870-4638-80e8-748e22ee176a · outbound

This paper cites In 2017 International Joint Conference on Neural Networks (IJCNN).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality In 2017 International Joint Conference on Neural Networks (IJCNN)

Reference 46

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T18:13:22.413559Z

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.

source=pdf_text observed=2026-08-05T18:13:15.464107Z digest=sha256:0bb131e6d94fa93f43238983bb551d75aa16d01878b39f3e3e62d0a858dabc63

Observation c6ddf4b6-bcf8-49de-a39d-2f9260413408 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 47

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no resolver link, observed 2026-08-05T18:13:16.294800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.294800Z digest=sha256:c91a0fc7506aba978455f777ae7a6b8e9dde562d28e87c62cd9e945fb9d60bd4

Observation 5bc14dc8-6d4e-4ddb-9515-655a695bac3e · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:24.146367Z

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.

source=pdf_text observed=2026-08-05T18:13:16.356918Z digest=sha256:ef06529b70f60f0fecd73a4cc6238b8bce6daeff72e07166684ea0805133c152

Observation 53722c3b-a2ac-4452-82cf-69b0da347e75 · outbound

This paper cites Large Language Models to Enhance Bayesian Optimization.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Large Language Models to Enhance Bayesian Optimization

Reference 49

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no resolver link, observed 2026-08-05T18:13:16.462388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.462388Z digest=sha256:6d66d542e6484701b000b197ccf5732a581658379a0acec415ac8c63d7d5def1

Observation d1446db4-725b-4a67-8507-b20d56560746 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 50

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T18:13:22.110344Z

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.

source=pdf_text observed=2026-08-05T18:13:16.526522Z digest=sha256:ebe8fc8f6e2920c8ee745c7218bae17f7a6eb0a6dbde6e5ec9d94de1247d580a

Observation 4dcd3747-1cb6-4631-b1c1-7b829b28cca0 · outbound

This paper cites Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Reference 51

Resolution
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no resolver link, observed 2026-08-05T18:13:16.155151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.155151Z digest=sha256:43457b4473216bf2f9aa6794b5ea347a0e0f3422b40630a55e5cb6e4723befd6

Observation 5524de93-f5cf-4511-82cf-ee9568b17a2b · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:16.650917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.650917Z digest=sha256:27e4d2d683a5f617d972b19d8942da9ee82de9d0e0d230fd90a286971eefd7ec

Observation 11c96dc8-5b66-42e4-ac40-dc98ff0a6a8c · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.992203Z

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.

source=pdf_text observed=2026-08-05T18:13:16.745839Z digest=sha256:03df0e5abee9b9deb71af6cde6423eb6accc535df451eace7399663c514c6e49

Observation 6e7c7898-2dbd-4775-b864-661d5a381d14 · outbound

This paper cites Vicky Zhao, Lili Qiu, and Dongmei Zhang.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Vicky Zhao, Lili Qiu, and Dongmei Zhang

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:16.828236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.828236Z digest=sha256:efbb0d88454cb23d06fde7a10efcaab4b3fbe56ea45c6ffafaaee5a590d1de1a

Observation fdf40735-821e-41e0-bdb6-0856770cf220 · outbound

This paper cites A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:13:19.914507Z

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.

source=pdf_text observed=2026-08-05T18:13:16.941779Z digest=sha256:5db02790ab0a6f7e1d7e44515e843b508be4e9b5b17939e62117854bf2fc70cf

Observation 1a9e9527-3ee9-4486-9570-9a2b3547b899 · outbound

This paper cites Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:13:19.741970Z

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.

source=pdf_text observed=2026-08-05T18:13:17.006609Z digest=sha256:724dcf3b7b796bf129f77eea59a8169ce01f16cef84ccf4ebff515c97332fc71

Observation cab65b78-31b0-45eb-a2ad-f73a560edb7a · outbound

This paper cites Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:16.581204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:16.581204Z digest=sha256:eac0b0e27582286b654e75949a4e4e721cc046afd914ab1db07ce42c62246ed7

Observation 7c4fd55a-c9c3-427a-b3b5-c72054db4f79 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.178843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.178843Z digest=sha256:d74d778296c9f2ad107720ff8f1cadb76d5d7aa267377663c2cdcf103c0c0810

Observation 7355d19a-3526-4562-8e2f-ee1f91497717 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.258848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.258848Z digest=sha256:b3fb591b75df9f78f530601938deb64e3009919ec6aedd19909bea3eaf2cdf96

Observation 294a5584-9647-4c69-9eaf-6bbac9a10bd3 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 60

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unresolved
no resolver link, observed 2026-08-05T18:13:17.351696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.351696Z digest=sha256:e1d1306fd473219441fd8708380cb95618855b6d45ee2f293b85bb5ce1439ebb

Observation 84032aff-e2dd-4d35-b65b-533076002c28 · outbound

This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.438737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.438737Z digest=sha256:27bbdb4d0a8a3cd9a7cab8a594f69ed3dc230af08354c155eb03f7d1fb45cd45

Observation b218e296-0871-4d06-95fc-99889df32549 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-08-05T18:13:17.511410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.511410Z digest=sha256:a48d1e4faa25592cb042cf9d325a6b0eda433590480ec304ef15277f477efcc5

Observation 3b20cc50-c6ef-4561-b876-eb6c3c10a053 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 63

Resolution
verified exact
doi, observed 2026-08-05T18:13:19.510440Z

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.

source=pdf_text observed=2026-08-05T18:13:17.068097Z digest=sha256:9c080e086ed643a30107aecc48a2c82e73a486d29742ec909ac5ac654c8943b6

Observation ccd3d954-fb02-4b16-8835-883c006523a2 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.814097Z

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.

source=pdf_text observed=2026-08-05T18:13:17.688429Z digest=sha256:c099288db35b27f0c6103166ce02c19c2f4c1c059a329ff06a253ab72678bfb1

Observation 6c97aa10-8780-4784-8efa-4748f4a74d1c · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 65

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no resolver link, observed 2026-08-05T18:13:17.855995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.855995Z digest=sha256:fe4b1844e968acba5c06c9f9dcc4bed0780f1094d593d547b6606bb1c73c0afe

Observation 7356badf-6844-4499-957d-e13a0e6aae4a · outbound

This paper cites Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.948209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.948209Z digest=sha256:6df22a24917447ab27e8433178e2030a2eb49c9da6918a79995b9484580ed491

Observation 3296d4f1-6f6b-4ad4-9d19-fc7ef321acff · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 67

Resolution
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no resolver link, observed 2026-08-05T18:13:18.026597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.026597Z digest=sha256:59b4478ed6083b92b4b9762189f588795e7c0fda5ba3e3f380a8bfb85fad009b

Observation d856b789-87c2-48b8-b1b3-2134ab94c18d · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.075772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.075772Z digest=sha256:8d423854d6cecd4b416e7df488264465eeb42f60f42c2843905b339fd038ef44

Observation e59334b6-8dfe-4e74-87a9-8979de629085 · outbound

This paper cites MPNet: Masked and Permuted Pre-training for Language Understanding.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality MPNet: Masked and Permuted Pre-training for Language Understanding

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.609303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.609303Z digest=sha256:3f185c70639ac2fcf5583dbcce76322d2171834ba2446d55c934f701cee9c0e5

Observation ebdbfb93-61f9-4c2c-a255-2d3e5b2cc9f0 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.691178Z

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.

source=pdf_text observed=2026-08-05T18:13:18.222769Z digest=sha256:c8434fa4a650ecbcccf2986b4a391ad4cced8d6757bae7dfef9180e021075704

Observation 2decdf57-d5cc-4eb0-a546-c670bff59c22 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.)

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:17.770128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:17.770128Z digest=sha256:5b96ce09818e1b6ee00d486cd97d6c5b764080d7c3c2a8faa88f8b8376241523

Observation a5c34b13-9cf5-4a86-af96-3f654c9f0681 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 72

Resolution
verified exact
doi, observed 2026-08-05T18:13:19.015441Z

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.

source=pdf_text observed=2026-08-05T18:13:18.410297Z digest=sha256:ac67b21884c28bc7ce5d1f7c2654b6879c217693b617bdadc5eca840a09a010b

Observation 59a92239-d6c4-4251-b986-2f1193258918 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:13:23.435470Z

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.

source=pdf_text observed=2026-08-05T18:13:18.473444Z digest=sha256:060e140259dd00dcf87dc13a93662f42bd0e1dbc357a067d9f3e9018a93cffa8

Observation 5de6b449-3262-47e9-8530-34a91e0423df · outbound

This paper cites RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.687070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.687070Z digest=sha256:57c7ccd4cd5c08e257cf7888fd9ae414cce01460f459b999b8fc19717abed988

Observation d6544a4f-3a9c-4e63-aa7a-0c026734b397 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality ReAct: Synergizing Reasoning and Acting in Language Models

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T18:13:18.141281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.141281Z digest=sha256:a6ae899fed55c5f45ae3cf5f0d68f6ffd5c85ae14c7325b30566f1683bd1fcc8

Observation 47674198-95a2-4219-8646-eec3fc420650 · outbound

This paper cites an unresolved cited work.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Unresolved cited work

Reference 78

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unresolved
no resolver link, observed 2026-08-05T18:13:18.329290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:13:18.329290Z digest=sha256:f752dbbcd4859480c773c2050379df631169d551528b82c2e3b00f8fe1af82a9

Observation d772df4c-2271-4ab9-9662-c02eacb96ad9 · outbound

This paper cites Multi-fidelity Bayesian Optimisation with Continuous Approximations.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Multi-fidelity Bayesian Optimisation with Continuous Approximations

Reference 2017

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Source-reported events for the cited work

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Observation 2b8b05e2-17fc-491c-9d34-4f1e58add0d2 · outbound

This paper cites PyTorch Distributed: Experiences on Accelerating Data Parallel Training.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality PyTorch Distributed: Experiences on Accelerating Data Parallel Training

Reference 2020

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unresolved
no resolver link, observed 2026-08-05T18:13:15.890234Z

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Observation 96245cbe-9360-47c0-b11b-fb1cec4269e3 · outbound

This paper cites SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Reference 2022

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no resolver link, observed 2026-08-05T18:13:16.403684Z

Source-reported events for the cited work

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Observation 2e5d5880-d80f-4371-a776-98295dd7e136 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality InFindings of the Association for Computational Linguistics: ACL 2024, Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.)

Reference 2024

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Observation 9861e1af-bd36-4f9e-a7e4-04b462825f27 · outbound

This paper cites InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 (KDD ’25).

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality InProceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 (KDD ’25)

Reference 2025

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no resolver link, observed 2026-08-05T18:13:14.258239Z

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Observation feaf4765-e588-4b28-a9de-c8a75e9548d4 · outbound

This paper cites Using large language models for embodied planning introduces systematic safety risks.

RAG-Stack: Co-Optimizing RAG Serving Performance and Quality Using large language models for embodied planning introduces systematic safety risks

Reference 2026

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local_arxiv, observed 2026-08-05T18:13:18.859698Z

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.

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Pith citing papers

No inbound Pith citation observations are available.