HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems | Paper Citation Record

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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+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

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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

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