MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare | Paper Citation Record

Observation ae6589a0-3cb6-43ca-8347-bf2bacabb764 · outbound

This paper cites Ant Afu - Your AI Health Companion.https://www.antafu.com, 12 2025.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Ant Afu - Your AI Health Companion.https://www.antafu.com, 12 2025

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.564742Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dbc2a527-080e-40ef-bb21-311f4677a422 · outbound

This paper cites Longbench: A bilingual, multitask benchmark for long context understanding.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Longbench: A bilingual, multitask benchmark for long context understanding

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.569586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2f358802-6fcf-410d-91ab-2331e5b60cef · outbound

This paper cites Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.378132Z

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Observation 8bbfeb6b-3df1-44ee-b8d9-661f4b81e8a7 · outbound

This paper cites Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Prateek Chhikara, Dev Khant, Saket Aryan, Taranjeet Singh, and Deshraj Yadav

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T06:42:26.371172Z

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Observation e1e8b688-43fe-480f-ab5a-609a8cfffbf5 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.285186Z

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Observation 2580311c-5e65-4706-949b-70a6c5e6299e · outbound

This paper cites A coefficient of agreement for nominal scales.Educational and psychological measurement, 20(1): 37–46.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare A coefficient of agreement for nominal scales.Educational and psychological measurement, 20(1): 37–46

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.557078Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ad3decdb-2345-4932-bae4-4d4c85f5a49f · outbound

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

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.357897Z

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Observation cf549080-e3d4-4f40-a450-6058eab8553b · outbound

This paper cites LightMem: Lightweight and Efficient Memory-Augmented Generation.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare LightMem: Lightweight and Efficient Memory-Augmented Generation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T15:58:32.687292Z

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Observation 924ce379-0065-48de-b284-d98cb3c752a7 · outbound

This paper cites Novel memory forgetting techniques for autonomous ai agents: Balancing relevance and efficiency.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Novel memory forgetting techniques for autonomous ai agents: Balancing relevance and efficiency

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.343568Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 669c639e-baac-4cfd-bcc0-5cf512bb6e83 · outbound

This paper cites Hipporag: Neurobiologically inspired long-term memory for large language models.Advances in neural information processing systems, 37:59532– 59569.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Hipporag: Neurobiologically inspired long-term memory for large language models.Advances in neural information processing systems, 37:59532– 59569

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.546116Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1b134862-770d-43f4-8e82-2e455bb0ee01 · outbound

This paper cites From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:36:19.859440Z

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Observation 2593dcaa-1f32-4d9d-8dbd-55e3a3b99551 · outbound

This paper cites Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.232519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a5e18672-4992-4f3a-b66f-bd32cb3cbf6b · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.252943Z

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Observation 11b0dfe3-0e29-416b-9a94-12c529e6cba7 · outbound

This paper cites Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:20:22.350099Z

Source-reported events for the cited work

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Observation 73fabc8c-4fa1-46bc-9720-1419d2d41c11 · outbound

This paper cites Personamem-v2: Towards person- alized intelligence via learning implicit user personas and agentic memory.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Personamem-v2: Towards person- alized intelligence via learning implicit user personas and agentic memory

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.278744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e6273241-6f35-4bdb-8ce1-486816ff7eea · outbound

This paper cites REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.324561Z

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Observation 68d54e62-cdad-4dae-9f98-a08edd710903 · outbound

This paper cites Retrieval-augmented generation for knowledge- intensive NLP tasks.Advances in Neural Information Processing Systems, 33:9459–9474.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Retrieval-augmented generation for knowledge- intensive NLP tasks.Advances in Neural Information Processing Systems, 33:9459–9474

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.537216Z

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Observation e19084de-7f91-4899-ac6c-f3f71a1c9f3f · outbound

This paper cites Hello again! LLM-powered personalized agent for long-term dialogue.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Hello again! LLM-powered personalized agent for long-term dialogue

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.541503Z

Source-reported events for the cited work

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Observation cd46cfc0-826e-460b-8290-2340137f419b · outbound

This paper cites MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.364120Z

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Observation a60fbe52-be16-4b1d-86ce-cfe72f2078fd · outbound

This paper cites SimpleMem: Efficient Lifelong Memory for LLM Agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare SimpleMem: Efficient Lifelong Memory for LLM Agents

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:10:45.412758Z

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Observation 104c3817-6ec3-436c-8bbd-98553db4aaa3 · outbound

This paper cites Evalu- ating very long-term conversational memory of llm agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Evalu- ating very long-term conversational memory of llm agents

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.528578Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4b0de7d7-e0f8-48a8-ad6f-0ea236e04e8d · outbound

This paper cites Memgpt: towards llms as operating systems.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Memgpt: towards llms as operating systems

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.524014Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3bf901a4-d4e0-4fc8-9074-274b2d2b8f3e · outbound

This paper cites Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.519771Z

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Observation 3818ed5c-9d7f-4bc5-af2d-57b162d4ed0b · outbound

This paper cites Memobrain: Executive memory as an agentic brain for reasoning.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Memobrain: Executive memory as an agentic brain for reasoning

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.218635Z

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Observation 29ca9ed3-57ca-455a-a2cb-fdb918b1add7 · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.317703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9cfcbec1-b64b-43f3-88cc-87123fe0de73 · outbound

This paper cites Healthcare agent: Elic- iting the power of large language models for medical consultation.npj Artificial Intelligence, 1(24).

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Healthcare agent: Elic- iting the power of large language models for medical consultation.npj Artificial Intelligence, 1(24)

Reference 26

Resolution: verified exact; doi, observed 2026-05-13T06:42:25.771798Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6f743b62-58d9-4c62-9802-f67b8e8171f9 · outbound

This paper cites The probabilistic relevance framework: BM25 and beyond.Foundations and Trends in Information Retrieval, 3(4):333–389.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare The probabilistic relevance framework: BM25 and beyond.Foundations and Trends in Information Retrieval, 3(4):333–389

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.552268Z

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Observation c781360d-d853-467f-bf8e-3601506f52a9 · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.206101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 75cab133-8d1b-4ebb-aab4-0ac41c87230a · outbound

This paper cites Remem: Reasoning with episodic memory in language agent.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Remem: Reasoning with episodic memory in language agent

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.305487Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7d8518a9-94a3-41f0-a7bf-4243ba49fed0 · outbound

This paper cites Membench: Towards more comprehensive evaluation on the memory of llm-based agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Membench: Towards more comprehensive evaluation on the memory of llm-based agents

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.507985Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9c7bcd3c-552a-40d3-9019-9c983f276cdb · outbound

This paper cites From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.212401Z

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Observation 32938e34-4f78-4468-bba1-ad4d22a3d2d0 · outbound

This paper cites MIRIX: Multi-Agent Memory System for LLM-Based Agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare MIRIX: Multi-Agent Memory System for LLM-Based Agents

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:57:52.839654Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 87675cdb-a166-4c46-b9a7-bc3ffa3902e9 · outbound

This paper cites Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:19:44.839865Z

Source-reported events for the cited work

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Observation 668ecd40-9fd2-47fe-ae5f-dc43bc35c2d5 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.299517Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6ab5297c-403f-454a-befb-b30e1544367a · outbound

This paper cites KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.259870Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4618147a-6472-4179-98ce-f02a6190d149 · outbound

This paper cites An agent-based adaptive medical dialogue service for personalized healthcare.Information Processing & Management, 62(3).

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare An agent-based adaptive medical dialogue service for personalized healthcare.Information Processing & Management, 62(3)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.381097Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 11fc3d0a-c147-411d-999a-8979b002ae7d · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare A-MEM: Agentic Memory for LLM Agents

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.239839Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8ab730c6-a9ba-4818-a7d4-ff978f732035 · outbound

This paper cites Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.184042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 88b1f4b7-a507-42f4-a2ee-51720b89ee8f · outbound

This paper cites MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:17:24.684684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7d89afca-a5c8-43ad-8f55-92260b79a3ad · outbound

This paper cites Mem-t: Densifying rewards for long-horizon memory agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Mem-t: Densifying rewards for long-horizon memory agents

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:26.178225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6f1e8988-f89a-4749-8533-96d996a2d257 · outbound

This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-17T14:49:05.169764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0d5a5025-320e-476b-90ab-0a8cbb2ea0d4 · outbound

This paper cites AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-26T03:04:12.483288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5778d0cb-350e-45bc-b04c-45e96aa3306c · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Memorybank: Enhancing large language models with long-term memory

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.376876Z

Source-reported events for the cited work

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Observation 77fdd3d1-2d55-4ce6-843e-163f44417612 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-13T06:42:26.196957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 75d5c1ba-0c1a-4344-975a-36af34dcb1a7 · outbound

This paper cites MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents

Reference 45

Resolution: malformed identifier; arxiv_id, observed 2026-05-15T00:27:37.600084Z

Source-reported events for the cited work

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Observation 037ec8c4-e908-4f2c-9580-96b7a1c28554 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.494015Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3c2452de-cf81-45dd-a3a4-c0dca3dfe9bd · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.489436Z

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Observation 61491edd-0c8a-4b58-b9d0-7f0608fd9f00 · outbound

This paper cites Answer: TheEEMtemplate is designed for precise slot-level retrieval.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Answer: TheEEMtemplate is designed for precise slot-level retrieval

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.499030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f38a5588-5b20-40a9-bc9f-e5ecb652d7e6 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.503408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4f8a123c-bc6c-4710-ace1-2524cd1571e5 · outbound

This paper cites 19 A preprint.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare 19 A preprint

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.515765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ecbd5680-b4e6-4413-9178-f7d91fb1091c · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.485006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fed15036-40fe-4828-86bf-a886711af2cf · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.476263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a792532-e1a7-48ef-b322-8e5dd578e63c · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.462344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3700f947-661e-4936-9e07-408fe7c689b7 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.467412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b8b52159-a2f0-4eb9-8984-4300cddcb5d7 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.472145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ada5a831-143e-4ba2-9fb6-7ae1d307ed39 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.480446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 070b8f98-a8b8-4e56-a1c4-98d2a5a44a14 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.511981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dfd605f5-311f-4a09-8a45-f43da18246aa · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.451466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6f4d3d76-895d-44e5-ae0e-946926520d9d · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.428339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9e156499-5bfd-4550-a1a6-c69794702ba2 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.432999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2dfd3104-e800-4769-8b35-fcef7ce4843e · outbound

This paper cites Answer: TheIGtemplate is designed for personalized medical inference.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Answer: TheIGtemplate is designed for personalized medical inference

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.437495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 40400f41-cd78-453e-91bd-7bb6b5c92f4b · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.456837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b2524c26-0304-4e99-a41f-a842459786f3 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.420241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 81feb9c0-aac4-47e8-94dd-e7e9d65d4f13 · outbound

This paper cites Answer: Finally, theMCDtemplate targets queries that require multi-visit synthesis and explicit reasoning over dispersed historical evidence.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Answer: Finally, theMCDtemplate targets queries that require multi-visit synthesis and explicit reasoning over dispersed historical evidence

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.408484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 36a5627c-c0b3-4bcc-ac62-fe050f66289e · outbound

This paper cites The model must correctly provide the time point.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare The model must correctly provide the time point

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.532760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 148ce0a5-3da4-4340-940d-5f2baafe2982 · outbound

This paper cites January 1.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare January 1

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.412500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bb8e4205-39a6-4021-b818-5b3c29f08d58 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.416008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a50add0-a387-4e49-8cf9-bb9976353bfd · outbound

This paper cites coincidentally correct.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare coincidentally correct

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.424164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 09ad4c26-2cf1-4377-8d11-ff7beb68c214 · outbound

This paper cites remembers.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare remembers

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.441610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8eb6e28e-f0c5-4ef6-83e4-43e4ececcbf3 · outbound

This paper cites an unresolved cited work.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-05-13T06:42:27.446098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e2b003d5-b548-48a4-b05b-15f62d8c2df4 · outbound

This paper cites common wrong answer.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare common wrong answer

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.560917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0ff4c5d2-6473-4817-b07b-8a298ecbb7b9 · outbound

This paper cites is_correct.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare is_correct

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.393915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2ccace26-7e16-4b68-bad9-384357ea60f2 · outbound

This paper cites Poor blood sugar control may lead to.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Poor blood sugar control may lead to

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.399826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 63c508fa-53eb-42ff-8732-5d5a6e300eb5 · outbound

This paper cites remembers.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare remembers

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.385096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a5fa209d-ed7c-48da-bd2b-afc821462e9f · outbound

This paper cites Similar but different mechanisms cannot substitute.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare Similar but different mechanisms cannot substitute

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.389335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e84c71eb-8e0d-4b64-86a8-e906a3e521b3 · outbound

This paper cites TSH 0.02.

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare TSH 0.02

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T06:42:27.404433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers