Paper Citation Record · LEDGER

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering

As of 17 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.22597.

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

pith.paper-citation-record.v1
2607.22597 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:36:08.831144Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

43 of 43 outbound references displayed

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verified fuzzy0
unresolved43
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0c3ed4b-6d56-4908-a51b-5a7ca61d6f49 · outbound

This paper cites A survey on rag with llms.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering A survey on rag with llms

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:03.970233Z

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Observation 9bfb43b2-caa7-4230-811a-f4198df51722 · outbound

This paper cites Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:04.093079Z

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Observation d05c77a4-6aac-4caf-a0dd-5d3e0e808f6d · outbound

This paper cites Self-rag: Learningtoretrieve,generate,andcritiquethroughself-reflection,in: Internationalconferenceonlearningrepresentations,pp.9112–9141.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Self-rag: Learningtoretrieve,generate,andcritiquethroughself-reflection,in: Internationalconferenceonlearningrepresentations,pp.9112–9141

Reference 3

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Observation 36771222-1f10-4e7b-8aa1-bcf7b5f12ffc · outbound

This paper cites Multi-hop Question Answering via Reasoning Chains.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Multi-hop Question Answering via Reasoning Chains

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:04.399421Z

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Observation 93ab73f6-3f50-4eda-a468-bb68fb9df7f6 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:04.521863Z

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Observation bd62c3b1-d080-45ce-a7e6-d1a4a2dbf2e9 · outbound

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

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:04.637892Z

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Observation 06bb60c2-daca-41ec-b11f-0d08cfeb64bf · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:04.823478Z

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Observation 45b6de1c-7bdf-4dbb-83a0-df8f15360e36 · outbound

This paper cites A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:04.933133Z

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Observation 6a32f48e-5658-44c1-90b7-cf9893180169 · outbound

This paper cites REALM: Retrieval-Augmented Language Model Pre-Training.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering REALM: Retrieval-Augmented Language Model Pre-Training

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.055361Z

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Observation 4644caeb-c103-424f-ad3a-d76f1163d26b · outbound

This paper cites Con- structing a multi-hop qa dataset for comprehensive evaluation of reasoningsteps,in:Proceedingsofthe28thInternationalConference on Computational Linguistics, pp.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Con- structing a multi-hop qa dataset for comprehensive evaluation of reasoningsteps,in:Proceedingsofthe28thInternationalConference on Computational Linguistics, pp

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.165973Z

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Observation 72b1883a-a554-4933-a2d7-3d0093058092 · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.325913Z

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Observation cf817599-d29a-49d1-bc89-e4a75436bd6f · outbound

This paper cites Retrieve, summarize, plan: Advancing multi-hop question answering with an iterative ap- proach, in: Companion Proceedings of the ACM on Web Conference 2025, pp.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Retrieve, summarize, plan: Advancing multi-hop question answering with an iterative ap- proach, in: Companion Proceedings of the ACM on Web Conference 2025, pp

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.567069Z

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Observation dbec0fea-01e1-4ac3-8171-59326eb39108 · outbound

This paper cites Active retrieval augmented generation, in: Proceedings of the 2023 conference on empirical methods in natural language processing, pp.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Active retrieval augmented generation, in: Proceedings of the 2023 conference on empirical methods in natural language processing, pp

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.725230Z

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Observation 3dbef87a-c761-431d-b5e0-fd23824dbd5e · outbound

This paper cites Densepassageretrievalforopen-domainquestion answering, in: Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP), pp.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Densepassageretrievalforopen-domainquestion answering, in: Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP), pp

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.894650Z

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Observation 307c0510-7cfd-466e-aaf4-d206583acf80 · outbound

This paper cites Efficient memory man- agement for large language model serving with pagedattention, in: Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Efficient memory man- agement for large language model serving with pagedattention, in: Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.083138Z

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Observation 663079da-712e-4805-9bf9-33a2ea1e4e51 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.294059Z

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Observation 1da7c0f5-0d14-4cc6-83e0-709fff661452 · outbound

This paper cites Advances in Neural Information Processing Systems 38, 152206–152234.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Advances in Neural Information Processing Systems 38, 152206–152234

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.450451Z

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Observation e16f0bec-4989-4cc4-8023-0b79a07a6b89 · outbound

This paper cites Gfm-rag:graphfoundationmodelforretrievalaugmentedgeneration.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Gfm-rag:graphfoundationmodelforretrievalaugmentedgeneration

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.553248Z

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Observation 9ac5d9d4-e4b2-4f66-94f6-232ba87ac61f · outbound

This paper cites Multi-hopquestionanswering.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Multi-hopquestionanswering

Reference 19

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Observation c9481d00-9f1b-4771-9796-aaa139574b45 · outbound

This paper cites Ordered and hamilton digraphs.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Ordered and hamilton digraphs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.744130Z

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Observation 20594ba1-d097-4d95-962b-8b4a0a8729ca · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering gpt-oss-120b & gpt-oss-20b Model Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.806458Z

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Observation 411c7a2e-974c-4b99-a7b0-cf97983feebe · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering 36, 3580–3599.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering IEEE Transactions on Knowledge and Data Engineering 36, 3580–3599

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:06.899221Z

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Observation af907e1e-3e9b-42fe-b227-1f422c80eded · outbound

This paper cites Howmuchknowledgecan you pack into the parameters of a language model?, in: Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP), pp.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Howmuchknowledgecan you pack into the parameters of a language model?, in: Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP), pp

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:07.038869Z

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Observation b4064116-09f5-4e3f-91fa-d2c8b52760e3 · outbound

This paper cites Transactions of the Association for Computational Linguistics 10, 539–554.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Transactions of the Association for Computational Linguistics 10, 539–554

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:07.177806Z

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Observation c407d716-ce12-40c6-a317-81483f3ddd9c · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 25

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Observation 34c6ec89-37b0-477c-93b4-8d37e3301415 · outbound

This paper cites Diagnosability of cayley graph networks generated by transposition trees under the comparison diagnosis model.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Diagnosability of cayley graph networks generated by transposition trees under the comparison diagnosis model

Reference 26

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Observation 9ca22f41-5643-4199-a2ec-ed86e03fa730 · outbound

This paper cites The edge connectivity of expanded k-ary n-cubes.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering The edge connectivity of expanded k-ary n-cubes

Reference 27

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Observation e95a10ef-d947-46fb-beb8-4b132a075d5a · outbound

This paper cites Embedding paths into the4-aryn-cubewithfaultynodes,in:2011InternationalConference onConsumerElectronics,CommunicationsandNetworks(CECNet), IEEE.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Embedding paths into the4-aryn-cubewithfaultynodes,in:2011InternationalConference onConsumerElectronics,CommunicationsandNetworks(CECNet), IEEE

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:07.647315Z

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Observation b63ff4e0-f966-4463-8168-48d8e9904353 · outbound

This paper cites Fstgat:Financialspatio-temporalgraphattention network for non-stationary financial systems and its application in stock price prediction.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Fstgat:Financialspatio-temporalgraphattention network for non-stationary financial systems and its application in stock price prediction

Reference 29

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Observation 5bf6af42-731e-4dff-b219-126a5f91835a · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 30

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Observation 0a4a0624-9f20-4849-bdc7-736a8a9892a5 · outbound

This paper cites GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation

Reference 31

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Observation 2434b7b9-5a24-4337-a7cd-401a59540903 · outbound

This paper cites Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.041393Z

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Observation 9b8eb3ef-8b20-4ef8-9d70-92b9cc5b62a5 · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.188794Z

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Observation 153b2e09-283d-41ac-afe8-f4f1f1c36f93 · outbound

This paper cites Hotpotqa: A dataset for diverse, explainable multi-hopquestionanswering,in:Proceedingsofthe2018conference onempiricalmethodsinnaturallanguageprocessing,pp.2369–2380.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Hotpotqa: A dataset for diverse, explainable multi-hopquestionanswering,in:Proceedingsofthe2018conference onempiricalmethodsinnaturallanguageprocessing,pp.2369–2380

Reference 34

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Observation 0b7f6dd5-f905-4138-9655-94ed7533c7df · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.465655Z

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Unavailable: canonical work link unavailable.

Observation 08a6db49-6810-4eab-8e45-0eb89f3f4d18 · outbound

This paper cites Ragpowered llmsforqa:Evolution,challenges,applications,andfuturedirections, in: 2025 International Conference on Communication Technologies (ComTech), IEEE.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Ragpowered llmsforqa:Evolution,challenges,applications,andfuturedirections, in: 2025 International Conference on Communication Technologies (ComTech), IEEE

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.575381Z

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Observation 3e808fc3-d59b-4b7f-9b1b-2c5a028da105 · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.647512Z

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Observation 86ed7d67-272a-4816-ba65-837d68fdbb5e · outbound

This paper cites A survey of large language models.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering A survey of large language models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.699994Z

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Unavailable: canonical work link unavailable.

Observation 0e35cb28-a104-42ba-947a-c19eb96e5cb4 · outbound

This paper cites an unresolved cited work.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.778150Z

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Unavailable: canonical work link unavailable.

Observation c16be3fa-2e14-44b8-83d1-9f9b8642437f · outbound

This paper cites Linearrag: Linear graph retrieval augmented generationonlarge-scalecorpora.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Linearrag: Linear graph retrieval augmented generationonlarge-scalecorpora

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:08.831144Z

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Unavailable: canonical work link unavailable.

Observation b57eebcd-c19b-476d-bbbe-c8170ec3cb47 · outbound

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

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering ReAct: Synergizing Reasoning and Acting in Language Models

Reference 2022

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Observation 7ae26802-c94b-4238-a671-996fa67470fb · outbound

This paper cites arXiv preprint arXiv:2506.05690.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering arXiv preprint arXiv:2506.05690

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:07.871080Z

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Observation 8340d1fe-6f86-4f4b-a1e2-289a03637098 · outbound

This paper cites Symmetry 18, 394.

HyCE-RAG: Hypergraph Chain-of-Evidence Retrieval-Augmented Generation for Explainable Multi-hop Question Answering Symmetry 18, 394

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T11:36:05.412669Z

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Pith citing papers

No inbound Pith citation observations are available.