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Paper Citation Record · LEDGER

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving

As of 7 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 1 inbound Pith citation observation for arXiv:2507.09138.

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

pith.paper-citation-record.v1
2507.09138 v1

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:08:48.892782Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T17:44:34.509337Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:53:47.631014Z

Reference resolution

83 of 83 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved82
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a3d422a-c663-4742-9b04-fd1fafcb4f77 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:29.525227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:29.525227Z digest=sha256:e784e8a707bebaaf581aa15e420447a6679920b30458f30d2f3ee500cba82bd5

Observation 16607ff2-5911-47b0-8940-25e669d6a619 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 2

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unresolved
no resolver link, observed 2026-08-06T18:08:29.628758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:29.628758Z digest=sha256:7d8c84bb1942c053b5d87411c7e26e6b7b2f8f19ca93cf3c9c89769efa430ac0

Observation 7d5b1415-53b4-47ef-952e-3bf154c4b33d · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-06T18:08:29.808469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:29.808469Z digest=sha256:e1fc54a0111107d8a0eed20c9c1139a09f5c514229a6c5d858af09b6ae0488b1

Observation f4b4dd29-4053-4d7b-b354-f1af2b4183dc · outbound

This paper cites OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:29.988575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:29.988575Z digest=sha256:c77cd0f0a341f8b452be9a835134fa3eb5752ababa6ab5daa072a0b276559182

Observation b87430a6-cb13-4a6b-9120-ec069c0814a5 · outbound

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

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:30.058341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.058341Z digest=sha256:94d2bc16cf1df5c78af4c06bf9f89c15eaba9ff47c207e27066197b9753aa14c

Observation a1b24919-9a93-4651-a7f3-59337f299745 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:30.124856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.124856Z digest=sha256:627560fb46bb1eeca988d6bddcbe01ceec5c82651abcf6120b349768920a4f62

Observation eae35c46-a843-4de5-82f0-b602f3d864d2 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:30.251834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.251834Z digest=sha256:9fb9f12eae989d95f8c53634c29b7bcf82e3d030fc58ab4e61dd109eef4cd12c

Observation 1c723da3-45a2-496b-a464-19d84fd38769 · outbound

This paper cites Retrieval is Accurate Generation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Retrieval is Accurate Generation

Reference 8

Resolution
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no resolver link, observed 2026-08-06T18:08:30.363102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.363102Z digest=sha256:6d0ea8c22f73e1fcf99bc944443e60fe67d79a9ee5b8e731d9f2ee6d7d062e5a

Observation d571928d-fd49-4dc3-a6b1-e8826037e0a3 · outbound

This paper cites Reading Wikipedia to Answer Open-Domain Questions.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Reading Wikipedia to Answer Open-Domain Questions

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:30.436245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.436245Z digest=sha256:45f32427e25814099dfcc7919ebf7f5e1b77a798224c67ae60d6073fb0b46ac2

Observation 6e093ddf-b46e-462c-9003-e893176d3e2d · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:30.522782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.522782Z digest=sha256:171bbdd2d7b3f0d0f58e56a3d60cb2dc1ed8cdf8f77611ae9b7dc0b45336355b

Observation 0cc9c250-0def-4643-97f0-8cb113b7249f · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 11

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unresolved
no resolver link, observed 2026-08-06T18:08:30.616171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.616171Z digest=sha256:41124afdc134e91a09e1fe765f012c6266e8384e9aeae0b759b2fedd68940ac4

Observation e0ca0a1b-159f-4161-9940-20dc3f7a5e35 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:08:53.006263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:08:30.701693Z digest=sha256:03b3f0610d41d9ad0be437477954bad16c3c02d220916a378c4de7fa8766f133

Observation aacabad0-4c91-4ddf-8edc-e7252669e3ea · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:08:52.840554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:08:30.814096Z digest=sha256:01d20787dda67f8823f2325c4485d492fe47923805fafaa8b9af35a3e14876f0

Observation 98d5ef66-8e18-46a9-a646-5abf036bc171 · outbound

This paper cites The Faiss library.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving The Faiss library

Reference 14

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no resolver link, observed 2026-08-06T18:08:30.880406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.880406Z digest=sha256:ec2af1c4c4eae6523acc8db128174c2a6dd5505ce509ce381f909c9070145c4b

Observation dcf53ffc-096a-4de1-b039-09b7524e865d · outbound

This paper cites The Llama 3 Herd of Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving The Llama 3 Herd of Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:30.940707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:30.940707Z digest=sha256:c1a29e1ffe8f9cc7d0131976e2c6684d22a09fb820f52222633a2ab1df02d6d0

Observation 7dd04200-f0eb-4310-9940-58543bbda1c5 · outbound

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

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Precise Zero-Shot Dense Retrieval without Relevance Labels

Reference 16

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unresolved
no resolver link, observed 2026-08-06T18:08:31.052917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.052917Z digest=sha256:404a1c38fe9c47f9b7bd7eff40ce631951370479b537478e766ae80f39ac2cb3

Observation 114fe414-5401-497e-a328-d5dd1527e014 · outbound

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

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 17

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unresolved
no resolver link, observed 2026-08-06T18:08:31.161606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.161606Z digest=sha256:fed7fa0fbb70348637d413c54a560cf315238b59763357579728668d0681dc81

Observation ada4dccd-6fcd-4bef-91ff-01fe83629413 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:31.253461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.253461Z digest=sha256:31130bd724b7373e523ef6adbfe1d88f624ba391c521f57b7b545c873832c546

Observation 710b127d-e1ec-4011-a364-6c80553ff23d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 19

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no resolver link, observed 2026-08-06T18:08:31.379823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.379823Z digest=sha256:434cca6eab1cc2353f46ca4dcc21ca41be2eec15ce21dcbebcbfde6e82d5e830

Observation c776032a-4b86-450b-8332-fa3b7127f220 · outbound

This paper cites Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:31.433370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.433370Z digest=sha256:a13948a32fd6cbad98e0db231d6d49e604dd1df380efa91491490a3b1c77715e

Observation 7efa4012-cfc2-4164-a482-b47b391bd626 · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:31.529044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.529044Z digest=sha256:99b818edf40338080bef865ec104ddf42dac3623b14f67da4a64f687f1ee5cbe

Observation 3657a22a-a3ce-43cc-8c0f-0dd98c4f18ed · outbound

This paper cites Training Compute-Optimal Large Language Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Training Compute-Optimal Large Language Models

Reference 22

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unresolved
no resolver link, observed 2026-08-06T18:08:31.638638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.638638Z digest=sha256:80b1dc90a685f56febf448e47c99208f5f3fa0c89aef48b711e6673dec854ef6

Observation ec4a3776-4140-47e2-8920-332a4f225c3c · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:31.734400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.734400Z digest=sha256:1719d146972ec5f7af1ff37c06b57d0648d8fc9f12ef3acb7b3b2db5e2fbec9f

Observation f7bb78e8-7b71-4554-ad77-294637101c4e · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-06T18:08:31.816221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.816221Z digest=sha256:5e09b0c68402c653efe1c57797824cf8a05e2c96d2a4aa72777fc3e9975ca0f1

Observation 7a65bd23-99b5-4bed-98fc-ef2a1c9f825a · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 25

Resolution
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no resolver link, observed 2026-08-06T18:08:31.888758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:31.888758Z digest=sha256:a36ca97f67ad6d5c3884eeb7208ad971789bd59dea317ba2485b58726d918819

Observation 6d04ca9a-6935-4927-9847-9aacca9f7288 · outbound

This paper cites LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 26

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no resolver link, observed 2026-08-06T18:08:32.071357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.071357Z digest=sha256:4b80451eeab5a60f60e4e5c16c8a5a36ecdaafa993ba1c83e26a6647eebaa851

Observation 7f5794db-aacc-4d95-ba4e-b5700b897b64 · outbound

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

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving

Reference 27

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unresolved
no resolver link, observed 2026-08-06T18:08:32.186688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.186688Z digest=sha256:d827f5f2d125b62b38d5413a953e2054c9cc3ab8c4c7a1dfe213ca9ec6676e96

Observation 703730c0-339b-42bd-9228-e1a261efd422 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 28

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no resolver link, observed 2026-08-06T18:08:32.291292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.291292Z digest=sha256:bc6bdce115a89bc3d1d1261fa6d5ea303cf2650f40ab371054fcb1eda13a2cce

Observation 410dd671-a16a-4780-a7b4-0c5db928480d · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 29

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unresolved
no resolver link, observed 2026-08-06T18:08:32.541263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.541263Z digest=sha256:4cc773217a9873908e3835589d67de0aa243472676c1133d92c17837e04db9c8

Observation 51bfbf78-4de1-438d-89bb-0ee3c1039318 · outbound

This paper cites Active Retrieval Augmented Generation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Active Retrieval Augmented Generation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:08:32.765590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.765590Z digest=sha256:340e5e62b04e18158b8ef44874a93ae77ad42e4fa5904bb5d637a4093d300925

Observation 3030bba9-51d7-4025-8545-8f6d73185e4d · outbound

This paper cites RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

Reference 31

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unresolved
no resolver link, observed 2026-08-06T18:08:32.840194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.840194Z digest=sha256:a95533599d1819a16dbafc53903cabe8b8c73f5b97ecb4bf6885f29af133dc25

Observation 1d756630-5985-4b91-913e-9c2a02d991c6 · outbound

This paper cites PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design

Reference 32

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no resolver link, observed 2026-08-06T18:08:32.686334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:32.686334Z digest=sha256:7dd6de9fbebeb661d45529edf3301b9ee56fb4519cdab4e59c41587c8d4572f4

Observation 731bd707-0df4-4a74-88ef-f411b89e8110 · outbound

This paper cites FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

Reference 35

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no resolver link, observed 2026-08-06T18:08:33.014260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:33.014260Z digest=sha256:e78bf644df943cd66a118c290db6c3cb49f958460904e79b9ade7450c227b0b3

Observation c365c414-fcc6-4da8-a250-a4dc36b78bf2 · outbound

This paper cites Evaluating Open-Domain Question Answering in the Era of Large Language Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Evaluating Open-Domain Question Answering in the Era of Large Language Models

Reference 36

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unresolved
no resolver link, observed 2026-08-06T18:08:33.718926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:33.718926Z digest=sha256:b874bf689af67fdfd992a4aedb71b2f498f3460c5978c90d083cabde663cc7bd

Observation 2290f094-409e-4f70-acd0-054f25764125 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-06T18:08:34.307485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:34.307485Z digest=sha256:1e73bcd6030dbadae30cd3bf4ebf6c9f6e3a53812df58cbfee50f9419e4ea61c

Observation 8dfaead6-403a-4263-aa83-4da98901af76 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-06T18:08:33.466460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:33.466460Z digest=sha256:f262550fff897ba699e94ebe8327acf43495aa327e470557e3fa744c08ea68ce

Observation 58f84af5-5e8a-4969-80e6-3a23f9216a56 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-06T18:08:35.661069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:35.661069Z digest=sha256:64cae9ff2fccb420f124dddc7e729c48f8ebc6cb68a20c2aac53bdf2104fc3f6

Observation f548c814-134a-4a77-8054-80478d58d65b · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 40

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Observation b64a096c-09dc-4215-9792-ad2b69cd6127 · outbound

This paper cites InInterna- tional Conference on Machine Learning.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving InInterna- tional Conference on Machine Learning

Reference 41

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source=pdf_text observed=2026-08-06T18:08:35.192732Z digest=sha256:e222e2f6015f873e0780fd98dc2b48b07ac8f1cceb73e72a31649fb0140b1441

Observation 4da76f07-9c48-4edb-8c64-cf2ed2ce78f2 · outbound

This paper cites Scaling Laws for Neural Language Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Scaling Laws for Neural Language Models

Reference 42

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source=pdf_text observed=2026-08-06T18:08:35.448499Z digest=sha256:199981ae0b40bc73261312c36c6de54357d0892b248613b7d159f97a2f4bf75d

Observation b9363ede-f0c8-464e-998a-355e42281125 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-06T18:08:36.581558Z digest=sha256:c6345c77468f434c0b0617e64d7e48abb878f7b3d4d0b7ad4bd2223e33efff77

Observation 9e7ca820-03db-4de5-a3ec-6e1fea422302 · outbound

This paper cites Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models

Reference 44

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source=pdf_text observed=2026-08-06T18:08:35.861397Z digest=sha256:9f38e76945eec4f0c024c678e29a370e8e018612af9b72d12659394d28023d31

Observation 1a12351a-6bd1-4d78-90b0-53cb3cc5223d · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-06T18:08:36.953125Z digest=sha256:0698eb73bb7ad6c0b9665677188b44a6fea5e54f56a7f0b643e7da54aed8ea9b

Observation 769d5f8f-9710-4e4f-810e-91253c9b2856 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-06T18:08:36.257980Z digest=sha256:90e7247cfc17db4b1b03fcbe089bd511bf2ce8f6f66e7fa0cf39d5371f861b16

Observation 7ed299a9-2274-44e2-9f16-692e3e2b595b · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-06T18:08:36.429145Z digest=sha256:992bace1c7b645337f7cbcf908c0be7ce14642ac01976ae3ba448c53a2b6e817

Observation 068fb750-18ae-4d75-9a57-f20ddaa8fd29 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-06T18:08:37.598445Z digest=sha256:3e021689990456d89899f5807bf407fc41cf44b4be283ed24853aad3692dc5e7

Observation e1863e59-dc82-487f-880c-c5d0a47e1297 · outbound

This paper cites TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval

Reference 49

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source=pdf_text observed=2026-08-06T18:08:36.778482Z digest=sha256:d2a654cfb2ccbff079513e69faaca5b57b61440c561ea06eec91018704476596

Observation 7d2bd05f-5ad8-4a2b-b234-cbd0a000e98b · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 50

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source=pdf_text observed=2026-08-06T18:08:38.309444Z digest=sha256:c05b541440d306cbc2f4075edcb76e1af6c63f0f42f5a180c40a9bfcb92a6223

Observation 6119e4d5-4d87-4473-97fb-101f42aa13b8 · outbound

This paper cites Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation

Reference 51

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source=pdf_text observed=2026-08-06T18:08:37.112495Z digest=sha256:6868dc60c00c54d59d6bddf95d6ddaca38eb7a36320156ab87a61aa0cbdfca92

Observation aefdb718-e228-4e3d-b504-81501fd21658 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-06T18:08:37.277707Z digest=sha256:2e4f744af8e4caa4e8351e392c2d9cb6496d37feb67bc5f140442550c3131331

Observation 4014984b-2f56-4160-a5fd-30227a838190 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-06T18:08:40.308973Z digest=sha256:e978969f5cee2bccb474406be5cbb3c29009516eb37704a0e00122f6c2bdfd89

Observation 4acc95de-f875-4925-9ffe-163de1573d7e · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 54

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raw_fallback, observed 2026-08-06T18:08:51.816988Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T18:08:38.019200Z digest=sha256:9b316043d52adadb17de0c00d140b6c5f1dc80f1ab48f1c6caa4356f87de85ba

Observation f67b6891-df77-42ed-bc6d-e800b1c56dd4 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 55

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:08:40.917012Z digest=sha256:01ba7b259e168ad975a879f31e4a624d6af4e62f45c4030cd95437d9138105ed

Observation 9251d417-af7e-4f95-9147-394dbe9ebcbe · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 56

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T18:08:38.930862Z digest=sha256:6278070978fa4eb3613625e38dea4456ea19ff6791b70046aec57f806254d5e9

Observation 68630477-c4ae-4244-b9ea-54d163767a77 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-06T18:08:39.828020Z digest=sha256:b67cf4a2022b4a30d9aac471ab72bd6ce028557f9130fb1b69ac01838a5ae589

Observation f17fb44e-842e-493d-a803-52a83b29bb1e · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-06T18:08:41.347563Z digest=sha256:5bebae79a5360f6d90fd5fb3777c5bd543d79bd1783f90a208ea1840a25a389a

Observation cb660238-33fa-4917-9b19-9f2ada3fb904 · outbound

This paper cites Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Reference 59

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source=pdf_text observed=2026-08-06T18:08:40.634695Z digest=sha256:fd78765e2f2127fb75ca5e1960b747fb91b82792e4662cc648b5925657fcb7b6

Observation b6a3a80f-1470-4f2c-937a-0c36066b3582 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-06T18:08:41.703109Z digest=sha256:88ffd2cb34087240e960414cfa2b209188f23ba9151cab5c5ef488bd7243c395

Observation 58fd9743-8d0d-4cb4-a011-e5f4ab116702 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 61

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T18:08:41.105533Z digest=sha256:1e852375edccefe06a0f5415b69bf84badd4ffecf2858c3613b95874fd09916f

Observation 2bed66c1-6299-4dd2-baa3-524ae88f6419 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 62

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source=pdf_text observed=2026-08-06T18:08:41.211649Z digest=sha256:5c8599c13966b05b6e84c4cf5e6f2d18b99644135c35a7eb66efcd91f59ccc62

Observation 00cee4f5-40f5-4058-b60a-c9c2f6071e72 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-06T18:08:42.482607Z digest=sha256:26faab3551aebe3757cc50c06e659499886ce9563ec788a6f98753599216e0d3

Observation dfd8b765-147e-4d18-8e6c-1ab7c19b370f · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-06T18:08:41.489400Z digest=sha256:0b588db35bac6a83d3febe647601532f8d9dab64e77661286f2d23dd5fe878bb

Observation 5dc18e21-bc38-4f4a-8b25-33aefde3dbd5 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-06T18:08:42.911037Z digest=sha256:abd20d89bf80a153bebd037cc787892486de9e532cd508f520bb847c32a69cbb

Observation b3b368a8-bf02-41a0-86f3-8cd593aa5e31 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 66

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source=pdf_text observed=2026-08-06T18:08:42.011335Z digest=sha256:f23dead278c41fb67ffcb0a5923be615efadc7cd92226124fb32fe370dff0126

Observation 4a797f20-5c9d-4fd7-a7be-8a3066396ac5 · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Multilingual E5 Text Embeddings: A Technical Report

Reference 67

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source=pdf_text observed=2026-08-06T18:08:42.351157Z digest=sha256:552fb472d7402b160152c38166aa483d83ea0feefe0a0730c4dbdf6799de321a

Observation 7af5a87c-bf84-4f21-8815-d367ad848674 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 68

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T18:08:44.557946Z digest=sha256:2f7d6e6a89422bf2b802a73c945277b632b37b6804f759a49d59da63000dd123

Observation 7b25c0b2-bfc8-4070-a9e8-4a9ae3d8c26f · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-06T18:08:42.638913Z digest=sha256:324300bd3ef397ef93567c54e38aa978dd1f3c7cbede2cdaece7407064abc82a

Observation 7cbf93ba-1059-4725-a1b4-80300aac91fd · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-06T18:08:46.036366Z digest=sha256:0b77aac08f902a231075943fcd68b302d6cc341f0cbe7d64e6af2ae77926b05e

Observation 77f995a7-a20e-49f4-a347-66722863aad7 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 71

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:08:43.100568Z digest=sha256:23d6431f5a2ed7a8495ee37562490efbccde031a78c218903d04dd55f0ff8c88

Observation 388fdc76-9be4-4a18-9a04-b05f403277c1 · outbound

This paper cites Corrective Retrieval Augmented Generation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Corrective Retrieval Augmented Generation

Reference 72

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T18:08:43.532587Z digest=sha256:a292c075b743fcf282446421fad9672dba8f82f2603da757cf41e93ee3aedec6

Observation 0e2c0beb-59b2-48a3-851f-921826b21579 · outbound

This paper cites Inference Scaling for Long-Context Retrieval Augmented Generation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Inference Scaling for Long-Context Retrieval Augmented Generation

Reference 73

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source=pdf_text observed=2026-08-06T18:08:46.990282Z digest=sha256:b187aa657bdea6945b9bac519bfcbea5d7c6c554517bac55c50e3e80fd1d5ddb

Observation dda96c1a-37dd-4069-a539-64865950232c · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 74

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T18:08:45.310322Z digest=sha256:4eecd7dae1be2503750630cfe2a6a56b3cdd01bbe7731c1e3e64c67ef622cb57

Observation 5b540b42-99f6-4ca3-952e-919da0544139 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving OPT: Open Pre-trained Transformer Language Models

Reference 75

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:47.439160Z digest=sha256:153682962fc877e5eb98fa98ea52992648ab2d3b26e227228dee4e05b7b329cb

Observation 374d573e-918b-486b-9101-255e6dd9f926 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 76

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:08:46.586299Z digest=sha256:49d0086070a00d7c04687ddb34b9f4537e91191813e9b0c8c23754743e63b754

Observation a9d59230-3839-4e80-b9d7-90a48f0fe67e · outbound

This paper cites RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

Reference 77

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T18:08:46.855418Z digest=sha256:c3a26153edf8dabe3ab43c30742992461eb08a296666408cc11fb44d2f73301d

Observation 50c9535e-1d58-491a-b02d-6e4cac4ffbf7 · outbound

This paper cites Accelerating Retrieval-Augmented Language Model Serving with Speculation.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Accelerating Retrieval-Augmented Language Model Serving with Speculation

Reference 78

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 558d0611-f1d5-4c80-9341-83f7fd54042a · outbound

This paper cites HoneyComb: A Flexible LLM-Based Agent System for Materials Science.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving HoneyComb: A Flexible LLM-Based Agent System for Materials Science

Reference 79

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unresolved
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Source-reported events for the cited work

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Observation fc27e5a3-b8ae-4edb-9afe-f6108f4f9893 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 80

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation afdfd7ac-092f-4a32-a8f3-8f0112667f7c · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 81

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unresolved
no resolver link, observed 2026-08-06T18:08:47.745994Z

Source-reported events for the cited work

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Observation a154f3dd-4eb7-4911-b4e7-bc6540a2b05a · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 82

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unresolved
raw_fallback, observed 2026-08-06T18:08:50.350415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 23496fa8-7fa8-4b57-9961-c59bb8759fa0 · outbound

This paper cites an unresolved cited work.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Unresolved cited work

Reference 84

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 59eb2179-36f8-44f9-b6d4-1b50760db016 · outbound

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

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models

Reference 2023

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 400ce93a-d094-4e46-a3dd-c70d9e1cd3d5 · outbound

This paper cites Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity.

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Reference 2024

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unresolved
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Source-reported events for the cited work

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Pith citing papers

Observation 7c24918e-8b3d-474a-aaa1-4738760ae5e3 · inbound

Natural Language Query to Configuration for Retrieval Agents cites this paper.

Natural Language Query to Configuration for Retrieval Agents HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:53:47.632583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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