Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:20:29.435149Z
Paper Citation Record · LEDGER
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems
As of 17 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2608.00785.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
55 of 55 outbound references displayed
- verified exact1
- verified fuzzy22
- unresolved30
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ef343b4c-654e-4430-8683-58e50504c126 · outbound
This paper cites Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.744720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e60c8403-66b1-44b4-ba1b-36014395bf1b · outbound
This paper cites Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval , pages=
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.727049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d1946626-2bbf-4e93-96bc-67248cf80d53 · outbound
This paper cites A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.141250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e591b1-f754-456d-81ec-278c441bc148 · outbound
This paper cites Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region , pages=
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.709902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2934bce4-debf-452e-8a04-c8cc5a96dacd · outbound
This paper cites Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.691735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b7b63ba2-78f5-4f2c-8341-510a9ac24ffc · outbound
This paper cites LLMJudge: LLMs for Relevance Judgments.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems LLMJudge: LLMs for Relevance Judgments
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.158697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37474250-821a-4bf0-8854-40a573b98c23 · outbound
This paper cites LLMs can be Fooled into Labelling a Document as Relevant: best caf.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems LLMs can be Fooled into Labelling a Document as Relevant: best caf
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.673802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ffb49f49-e988-475c-90a6-a720f2b6c6ac · outbound
This paper cites LLMs Can Patch Up Missing Relevance Judgments in Evaluation.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems LLMs Can Patch Up Missing Relevance Judgments in Evaluation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.171851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df737b76-7407-46ad-9cbc-52bde5c5525c · outbound
This paper cites Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.655726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 26e328e7-ab83-4aec-932a-1dd37281a3bb · outbound
This paper cites UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.183276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a98e6025-e8e2-4e35-9724-8923e89592ea · outbound
This paper cites Augmented Relevance Datasets with Fine-Tuned Small LLMs.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Augmented Relevance Datasets with Fine-Tuned Small LLMs
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T15:20:30.231840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 81ee92a0-af71-4ed2-bb48-ef54857669ff · outbound
This paper cites Benchmarking LLM-based Relevance Judgment Methods.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Benchmarking LLM-based Relevance Judgment Methods
Reference 12
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T15:20:30.208418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 00c0913a-6442-4490-bb3e-53c9d9815056 · outbound
This paper cites Companion Proceedings of the ACM on Web Conference 2025 , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Companion Proceedings of the ACM on Web Conference 2025 , pages=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.638777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 54d8207c-2721-4e8a-a3e6-5759d6a4479e · outbound
This paper cites Judging the Judges: A Collection of LLM-Generated Relevance Judgements.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Judging the Judges: A Collection of LLM-Generated Relevance Judgements
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.212047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d2f1be8-13b0-4eef-b434-7931b4eaa9eb · outbound
This paper cites arXiv preprint arXiv:2504.05220 , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems arXiv preprint arXiv:2504.05220 , year=
Reference 15
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T15:20:30.163948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation df8d3b3a-f4b3-484d-99ac-f54bee0e5b3c · outbound
This paper cites LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems LLM-Assisted Relevance Assessments: When Should We Ask LLMs for Help?
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.223000Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ab20bd-7969-47ef-be7c-e235e5121be8 · outbound
This paper cites arXiv preprint arXiv:2412.17156 , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems arXiv preprint arXiv:2412.17156 , year=
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.229416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06b3c5e3-2c72-468f-88bd-7862d150e1d8 · outbound
This paper cites arXiv preprint arXiv:2504.19076 , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems arXiv preprint arXiv:2504.19076 , year=
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.234309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5b917c0-affc-4507-90cb-b3f6d6e83986 · outbound
This paper cites Companion Proceedings of the ACM on Web Conference 2025 , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Companion Proceedings of the ACM on Web Conference 2025 , pages=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.622062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b4cbf16f-daac-4317-9510-c49d65b9c333 · outbound
This paper cites ACM Transactions on Information Systems , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems ACM Transactions on Information Systems , year=
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.602932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8add392d-1268-451f-b79f-ee56e01429ec · outbound
This paper cites Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.254056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6bfe15b-1266-4319-b551-fa8594530119 · outbound
This paper cites European Conference on Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems European Conference on Information Retrieval , pages=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.584553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 90d4b1bb-32c2-4d4d-ac38-9583dad37548 · outbound
This paper cites Large Language Models for Relevance Judgment in Product Search.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Large Language Models for Relevance Judgment in Product Search
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.265889Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70bac275-36cd-4262-b36a-e5311a17cb93 · outbound
This paper cites Proceedings of the 2024 8th International Conference on Natural Language Processing and Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 2024 8th International Conference on Natural Language Processing and Information Retrieval , pages=
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.566490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 79b40686-9365-4507-8601-8598af6ca754 · outbound
This paper cites European Conference on Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems European Conference on Information Retrieval , pages=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.549752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 74cadaac-e41c-47e7-81ec-58d1a1b540a4 · outbound
This paper cites an unresolved cited work.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T15:20:30.533181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fe78086b-8539-4710-91c3-734ddb8b92b0 · outbound
This paper cites Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.289149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8d27a81-2cd0-429d-9e29-e6f391802843 · outbound
This paper cites Proceedings of the 44th European Conference on Information Retrieval , year =.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 44th European Conference on Information Retrieval , year =
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.517181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5dffadbc-f8fe-4424-8ad9-9397e448d9e2 · outbound
This paper cites ACM Transactions on Information Systems (TOIS) , volume=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems ACM Transactions on Information Systems (TOIS) , volume=
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.300568Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59385fb4-a34a-4fb5-b532-e2ec0fabc263 · outbound
This paper cites 2008 , publisher=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems 2008 , publisher=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.306041Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56c710b0-517f-4bad-b05e-11bdd19ad2fb · outbound
This paper cites Foundations and Trends.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Foundations and Trends
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.478047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 41e1d9d3-5cff-45a9-996b-01d9221c0369 · outbound
This paper cites Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval , pages=
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.460079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 14a46ac6-4bfb-418b-8e5e-7e882ac2000d · outbound
This paper cites Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval , pages=
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.442765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c225dd6b-e8bd-4406-ac24-ee1039430a0a · outbound
This paper cites ACM Computing Surveys (CSUR) , volume=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems ACM Computing Surveys (CSUR) , volume=
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.427477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b8aaa47f-b168-4b55-a555-1460e00a899b · outbound
This paper cites ACM Sigir Forum , volume=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems ACM Sigir Forum , volume=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.412278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db4ca0c3-39c0-4e6e-87e8-fa7a72be2dd4 · outbound
This paper cites Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.338768Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ddac2db-c4a4-4b0b-89a5-ae9d12953946 · outbound
This paper cites Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR) , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR) , pages=
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.396382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 10fde37f-a44d-4cdd-bb5d-abd64097bf81 · outbound
This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Agent-as-a-Judge: Evaluate Agents with Agents
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.350705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79bcbf52-710e-4541-b49b-13b4aeca0da7 · outbound
This paper cites Leveraging LLMs as Meta-Judges: A Multi-Agent Framework for Evaluating LLM Judgments.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Leveraging LLMs as Meta-Judges: A Multi-Agent Framework for Evaluating LLM Judgments
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.355664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8b2d1c5-b80f-427c-a905-2a2123f305c7 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.380701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dfdffb6c-7c76-499c-9fde-62bc04c8d4ce · outbound
This paper cites From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.365692Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e13d7ab8-824c-423d-8336-b54363704c42 · outbound
This paper cites International Conference on Learning Representations (ICLR) , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems International Conference on Learning Representations (ICLR) , year=
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.371544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f54dd59-2404-4bbf-96ef-fe6af4fcf880 · outbound
This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.376178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f88994c5-d7e1-4dc5-8e7e-7763da8afac0 · outbound
This paper cites First Conference on Language Modeling , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems First Conference on Language Modeling , year=
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.381216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59ab2bc5-daf6-4def-b709-8a7e49993ec8 · outbound
This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.385768Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8481d533-6c20-4424-8bfd-37e02b0572fb · outbound
This paper cites 2023 , url=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems 2023 , url=
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.343288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a0157245-549e-49a2-ae6a-390721d21204 · outbound
This paper cites The Twelfth International Conference on Learning Representations , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems The Twelfth International Conference on Learning Representations , year=
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.396330Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f21104-b5bd-4359-9ebd-8d5bcd3cbda9 · outbound
This paper cites arXiv preprint arXiv:2404.17153 , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems arXiv preprint arXiv:2404.17153 , year=
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.400789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b79e18f-fab8-4874-b60a-0316d1f6e6f0 · outbound
This paper cites MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.405709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19aff83c-ae49-46a0-81c9-ddf97ef350f3 · outbound
This paper cites QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.410443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6260c4b7-d064-46e5-a955-bbda80002c1d · outbound
This paper cites AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.415024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d76f78e3-be65-4d6d-ba7b-3d3bef032ce8 · outbound
This paper cites arXiv preprint arXiv:2504.09037 , year=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems arXiv preprint arXiv:2504.09037 , year=
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.420151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09a1a83d-25c6-4324-8c68-c65e26b8c5c0 · outbound
This paper cites ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.425735Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0fec26d-cfa5-4103-92b6-7fd14f840a53 · outbound
This paper cites A Multi-Agent Conversational Recommender System.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems A Multi-Agent Conversational Recommender System
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:20:29.430337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef9cee30-d6cd-4898-a052-dceefa4409d4 · outbound
This paper cites Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=.
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval , pages=
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T15:20:30.316975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.