Paper Citation Record · LEDGER

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

As of 15 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 78 inbound Pith citation observations for arXiv:2507.05257.

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

pith.paper-citation-record.v1
2507.05257 v4

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:36:05.809955Z

measured 142 of 142 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 78 of 78 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:22:00.025745Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

64 of 64 outbound references displayed

verified exact2
verified fuzzy9
unresolved51
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation cb024c05-9fb6-4fd9-b01b-b7e8dfe5659a · outbound

This paper cites an unresolved cited work.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.786255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f406b13-9b0b-4d08-8fd4-5faedad1a2d5 · outbound

This paper cites LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.673893Z

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Observation 61e863c0-4bbd-46f7-ac7d-3ae972265506 · outbound

This paper cites Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.685205Z

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Observation 8fa17c0b-7259-4639-84ee-85b74485d750 · outbound

This paper cites URL https://aclanthology.org/2024.sighan-1.18/.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions URL https://aclanthology.org/2024.sighan-1.18/

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.687870Z

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Observation bf5fd743-4a73-42c4-8891-34a7448314c8 · outbound

This paper cites AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.692193Z

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Observation f17f3f6f-2faf-46ea-9610-ffe178102da8 · outbound

This paper cites RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.694372Z

Source-reported events for the cited work

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Observation 32fb0704-2b25-4028-81ac-b575479784e0 · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.697224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87aa1a07-4aed-4e8a-af28-8581feb6943e · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.699722Z

Source-reported events for the cited work

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Observation e7d1eed0-b7f6-4d57-ab20-a9248423f5e1 · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.702005Z

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Observation ff6b2f5d-de08-4743-aa02-09393f0c8630 · outbound

This paper cites While for the HippoRAG-v2 method, we follow the same experimental setting as in Gutiérrez et al.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions While for the HippoRAG-v2 method, we follow the same experimental setting as in Gutiérrez et al

Reference 14

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Observation c166612d-70e2-4826-830b-d3e1921ad539 · outbound

This paper cites Memory OS of AI Agent.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Memory OS of AI Agent

Reference 15

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Observation 92b3d2d0-8b58-4f10-b414-8dcde30572c8 · outbound

This paper cites One Thousand and One Pairs: A "novel" challenge for long-context language models.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions One Thousand and One Pairs: A "novel" challenge for long-context language models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.708952Z

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Observation 3b663590-0ecd-4a31-8d3f-a35d4c007dee · outbound

This paper cites GitHub repository.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions GitHub repository

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.710767Z

Source-reported events for the cited work

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Observation a0e075c1-422d-47b9-ac89-42d08829cf12 · outbound

This paper cites Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.712810Z

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Observation f1d14d3c-e6e1-4c94-86d3-f8288cc9d387 · outbound

This paper cites an unresolved cited work.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Unresolved cited work

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e45dec87-cd28-41f6-a99b-9bc62595d241 · outbound

This paper cites LooGLE: Can Long-Context Language Models Understand Long Contexts?.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions LooGLE: Can Long-Context Language Models Understand Long Contexts?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.716774Z

Source-reported events for the cited work

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Observation 3aefc12c-ef77-48d2-95bf-bcefbc0d3180 · outbound

This paper cites Learning question classifiers.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Learning question classifiers

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.270967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ea009ffe-3427-4d2c-b892-99cf611942c7 · outbound

This paper cites Benchmarking Natural Language Understanding Services for building Conversational Agents.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Benchmarking Natural Language Understanding Services for building Conversational Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.724911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8950f5d3-5cc9-4931-a4d5-1ef23ab0ada6 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of LLM Agents.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Evaluating Very Long-Term Conversational Memory of LLM Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.726753Z

Source-reported events for the cited work

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Observation 9f1c333d-35f2-45ee-b8a8-c5a57b44463a · outbound

This paper cites Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.728667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c979e8b9-392e-4474-9aea-c4caa49852c9 · outbound

This paper cites 14 Published as a conference paper at ICLR 2026 Cheng Niu, Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Randy Zhong, Juntong Song, and Tong Zhang.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions 14 Published as a conference paper at ICLR 2026 Cheng Niu, Yuanhao Wu, Juno Zhu, Siliang Xu, Kashun Shum, Randy Zhong, Juntong Song, and Tong Zhang

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.264947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 15fed6b5-aa89-445e-b614-2be39d1f3586 · outbound

This paper cites Kilt: a benchmark for knowledge intensive language tasks.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Kilt: a benchmark for knowledge intensive language tasks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.737841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51708ea8-22a3-40a4-89cb-1fd944e2f55a · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.741386Z

Source-reported events for the cited work

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Observation 37e1b3f2-d7bf-49f7-a04a-eb58c80e9469 · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.743144Z

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Observation 422e4cda-1794-48d9-9e95-93c8fe6e3787 · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.747412Z

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Observation 92252244-249a-49ec-9a48-fc1d98016de6 · outbound

This paper cites Freshllms: Refreshing large language models with search engine augmentation.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Freshllms: Refreshing large language models with search engine augmentation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.749366Z

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Observation 99af9aae-2f5e-47a5-a31e-b252d9768f55 · outbound

This paper cites StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 37

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Observation 6abbe1cc-a73a-4451-93cb-151c3b6b5170 · outbound

This paper cites NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.752847Z

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Observation 17e3b299-2edc-45c4-a2c1-0de8608bea0c · outbound

This paper cites MEMORYLLM: Towards Self-Updatable Large Language Models.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions MEMORYLLM: Towards Self-Updatable Large Language Models

Reference 39

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This paper cites Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, ZexueHe, WeiWang, GholamrezaHaffari, HengJi, andJulianJ.McAuley.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, ZexueHe, WeiWang, GholamrezaHaffari, HengJi, andJulianJ.McAuley

Reference 40

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Observation b18d26d4-f508-41de-b897-e6cbefc84766 · outbound

This paper cites PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.760391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efeef631-7d46-4bf3-8d40-b7f1e7be1bcf · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions A-MEM: Agentic Memory for LLM Agents

Reference 43

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Observation f54f1b45-bb90-4b3f-8842-a2cd6ba246c4 · outbound

This paper cites DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.765402Z

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Observation 19a2db10-b3d0-44e6-af6f-cc712ef51006 · outbound

This paper cites HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly

Reference 45

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Observation 67faf2a3-9597-47ff-a17e-6c59578e1aa0 · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Explicit memory learning with expectation maximization

Reference 46

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Observation fb6b9d5f-60ed-474d-9808-4430002b9bb7 · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 47

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Observation 924f5862-210d-4215-b241-673c9de81809 · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 48

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Observation 85a4ef48-d11c-47c9-ac17-ddb353f18903 · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 49

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions MemoryBank: Enhancing Large Language Models with Long-Term Memory

Reference 50

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Observation bea139d1-4fc7-47ef-8335-6e409b3d6986 · outbound

This paper cites Additionally, we used the LLM to generate character icons, which were later used in the creation of our main plot visualization.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Additionally, we used the LLM to generate character icons, which were later used in the creation of our main plot visualization

Reference 51

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Source-reported events for the cited work

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions long context

Reference 52

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Source-reported events for the cited work

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Observation 0876a441-5ab6-4a07-b000-80ee9b46b894 · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Unresolved cited work

Reference 54

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Observation dec1762a-8ab2-4452-9433-ee56e9893501 · outbound

This paper cites 21 Published as a conference paper at ICLR 2026 (3) Structure-Augmented RAG AgentsRAPTOR (Sarthi et al.,.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions 21 Published as a conference paper at ICLR 2026 (3) Structure-Augmented RAG AgentsRAPTOR (Sarthi et al.,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.215705Z

Source-reported events for the cited work

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Observation 79599c40-a708-4c2e-a1ab-5ab2704134e7 · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Be- yond pairwise graph structures, hypergraph-based architectures that capture higher-order group-wise relationships over temporal sequences (Tan et al

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.209644Z

Source-reported events for the cited work

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Observation 9901243b-76ab-4c98-8594-944b1346dfba · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Self-RAG use LLMs as the agent to decide when/what to retrieve and to critique its own outputs

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.203015Z

Source-reported events for the cited work

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Observation 58286408-5a70-4c48-8411-3e753c167682 · outbound

This paper cites label: {{label}}.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions label: {{label}}

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.196634Z

Source-reported events for the cited work

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Observation b1e766ee-2647-45c6-bc9a-ccb3f00c55af · outbound

This paper cites Meanwhile, methods such as Mem0, Cognee and MIRIX need extremely high resources when constructing the memory.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Meanwhile, methods such as Mem0, Cognee and MIRIX need extremely high resources when constructing the memory

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.183020Z

Source-reported events for the cited work

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Observation 4073b47c-ec71-4074-af0d-f4de066fa8d1 · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Unresolved cited work

Reference 62

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Source-reported events for the cited work

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This paper cites Please memorize the following information for future questions.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Please memorize the following information for future questions

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.165869Z

Source-reported events for the cited work

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Observation 082ae85d-1790-451d-9fe7-4b6314df445b · outbound

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Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions However, as the 24 Published as a conference paper at ICLR 2026 Table 7: Overall performance comparison on the datasets for TTL

Reference 1024

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This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 1890

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Observation 0cd55111-8bb6-4a6d-9850-76aa95ecf7e2 · outbound

This paper cites URLhttps://pubmed.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions URLhttps://pubmed

Reference 1995

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:36:05.988099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b1832c9e-618d-422c-ae80-e03f3c08a739 · outbound

This paper cites BoostAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions BoostAPR: Boosting Automated Program Repair via Execution-Grounded Reinforcement Learning with Dual Reward Models

Reference 2002

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:36:06.014683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 58aa637a-51a3-41e5-abed-4977010684e8 · outbound

This paper cites URLhttps: //pubmed.ncbi.nlm.nih.gov/25206041/.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions URLhttps: //pubmed.ncbi.nlm.nih.gov/25206041/

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.689768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3b99b3-54d5-447c-a80a-f503c5b82ad4 · outbound

This paper cites URL https://www.nature.com/articles/nn.3973.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions URL https://www.nature.com/articles/nn.3973

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.758734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5723ca7c-df6e-4d43-b8ae-cd3f137532d7 · outbound

This paper cites BMX: Entropy-weighted Similarity and Semantic-enhanced Lexical Search.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions BMX: Entropy-weighted Similarity and Semantic-enhanced Lexical Search

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.718592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7ba318-fe83-4710-95b4-3ecd068a406c · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions REALTALK: A 21-Day Real-World Dataset for Long-Term Conversation

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.714807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b53af23e-2e88-43be-bfcd-f9b485c2fb82 · outbound

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

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.679411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e1ba629-393b-4237-9d27-5f0e3cdf66ce · outbound

This paper cites Long2rag: Evaluating long-context& long-formretrieval-augmented generationwithkeypoint recall.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Long2rag: Evaluating long-context& long-formretrieval-augmented generationwithkeypoint recall

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:36:06.252978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3fd6025-7ed3-48ad-89c3-442289975613 · outbound

This paper cites NoLiMa: Long-Context Evaluation Beyond Literal Matching.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions NoLiMa: Long-Context Evaluation Beyond Literal Matching

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.732614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc46db3b-1351-4e80-8d7b-a31d6291ced5 · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.670428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33f45e41-dc6b-4303-a592-d5d6231719a8 · outbound

This paper cites In-Context Learning with Long-Context Models: An In-Depth Exploration.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions In-Context Learning with Long-Context Models: An In-Depth Exploration

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.677060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 612678c4-7c15-4e86-87c8-eee1f0bd0fb5 · outbound

This paper cites Gemini pro,.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Gemini pro,

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.681861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b444065d-8c18-4cf3-89b0-cdd54b31140c · outbound

This paper cites Chain-based Distillation for Effective Initialization of Variable-Sized Small Language Models.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Chain-based Distillation for Effective Initialization of Variable-Sized Small Language Models

Reference 2026

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:36:05.902961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation 873b0090-31ed-4316-a83e-08b949e2f649 · inbound

What Deserves Memory: Adaptive Memory Distillation for LLM Agents cites this paper.

What Deserves Memory: Adaptive Memory Distillation for LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-19T01:11:57.147522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d60501dd-3141-4029-be81-c1e2f3bda9b5 · inbound

Improving Language Agents through BREW: Bootstrapping expeRientially-learned Environmental knoWledge cites this paper.

Improving Language Agents through BREW: Bootstrapping expeRientially-learned Environmental knoWledge Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T20:21:02.684560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db05e04-9d69-4b60-a22f-c1583bec4e0f · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 138

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T21:20:22.350099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 585f7491-77dc-4a18-bc03-4a44799f2b66 · inbound

ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking cites this paper.

ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T17:49:56.092944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caae9f75-6fdd-4103-99ec-1ade4017f1d2 · inbound

Opal: Private Memory for Personal AI cites this paper.

Opal: Private Memory for Personal AI Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 96

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 35cace7c-a2da-409b-8350-6d797043bd85 · inbound

FileGram: Grounding Agent Personalization in File-System Behavioral Traces cites this paper.

FileGram: Grounding Agent Personalization in File-System Behavioral Traces Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 8

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 25195c13-9ad9-435a-919a-666a3bbcd8e1 · inbound

When to Forget: A Memory Governance Primitive cites this paper.

When to Forget: A Memory Governance Primitive Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 13

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 995d0f77-7272-4fc3-8784-90a9103fe1ce · inbound

Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents cites this paper.

Four-Axis Decision Alignment for Long-Horizon Enterprise AI Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 10

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ec1a69a8-2704-4008-b835-b08a6a2230ca · inbound

Stateless Decision Memory for Enterprise AI Agents cites this paper.

Stateless Decision Memory for Enterprise AI Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T21:20:22.350099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a2abca1e-83e5-480a-ba72-90684c493ed5 · inbound

Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents cites this paper.

Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 31

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1c0789fc-a65d-4e9e-b635-8fa8cfe0d86d · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 38

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fadcfb6a-75fe-461d-ba02-e27f16e3a87a · inbound

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration cites this paper.

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-19T17:32:41.646368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 67d3c27e-7526-49b8-9526-6d04a1e0aa69 · inbound

Belief Memory: Agent Memory Under Partial Observability cites this paper.

Belief Memory: Agent Memory Under Partial Observability Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 4

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e79bf668-1cca-498d-b8fd-88b5b77616ba · inbound

Belief Memory: Agent Memory Under Partial Observability cites this paper.

Belief Memory: Agent Memory Under Partial Observability Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 4

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ad972bce-6ea9-4d33-a383-774443ba882f · inbound

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work cites this paper.

From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 47

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40f8bbe7-0126-4103-b74d-99bea1ac773c · inbound

When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory cites this paper.

When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 54

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d94d1993-ea8f-4ea5-b9f1-b3d6135d3032 · inbound

EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding cites this paper.

EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T21:20:22.350099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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

MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare cites this paper.

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

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 118d3ff5-adcd-4aa5-902c-e6912f6342a4 · inbound

SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory cites this paper.

SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 252

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T21:20:22.350099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fe046df1-e3d6-45cf-b31d-097996f7ed3d · inbound

$\delta$-mem: Efficient Online Memory for Large Language Models cites this paper.

$\delta$-mem: Efficient Online Memory for Large Language Models Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 6

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f155ced3-d941-4ecd-bdf3-648cff76c0f2 · inbound

LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues cites this paper.

LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues 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

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 49857c36-8d2d-4301-9d6e-15c4e2a024bf · inbound

GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations cites this paper.

GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 21

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation caa6349b-1312-48a0-b62a-f6883ba21977 · inbound

GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations cites this paper.

GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-20T21:33:46.298546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3c765e89-bb59-4196-9f5d-c2cd52212c45 · inbound

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models cites this paper.

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-06-30T21:05:04.186180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6f9633ee-e28f-48e8-acd3-9c2593d4431a · inbound

SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory cites this paper.

SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-20T19:13:40.481526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation da358440-c146-4827-a0a6-6ff9037c1522 · inbound

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents cites this paper.

Remembering More, Risking More: Longitudinal Safety Risks in Memory-Equipped LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T10:53:13.385754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40564a4e-73d1-4050-a253-25a34c4141ec · inbound

Evaluating Cognitive Age Alignment in Interactive AI Agents cites this paper.

Evaluating Cognitive Age Alignment in Interactive AI Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-20T10:38:12.576125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5d344df6-2018-4a52-91f9-66ea4c82d29d · inbound

Evaluating Cognitive Age Alignment in Interactive AI Agents cites this paper.

Evaluating Cognitive Age Alignment in Interactive AI Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T10:38:12.226236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7d80e3ea-7f06-4e37-b0e9-68a226a0d6a4 · inbound

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective cites this paper.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:38:14.553553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f2f42539-079e-4978-a956-2400a382ba7c · inbound

MemGym: a Long-Horizon Memory Environment for LLM Agents cites this paper.

MemGym: a Long-Horizon Memory Environment for LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-21T04:59:36.360399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6b68ca7f-6ad1-4a26-8b13-d4227219b882 · inbound

MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts cites this paper.

MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-21T02:29:25.242954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f71f3575-81f6-4e66-8b13-959c326bda7a · inbound

MemMark: State-Evolution Attribution Watermarking for Agent Long-Term Memory Systems cites this paper.

MemMark: State-Evolution Attribution Watermarking for Agent Long-Term Memory Systems Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T00:14:04.409020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1212082b-cf32-458f-aeeb-9e199b25e0d0 · inbound

Simulating Human Memory with Language Models cites this paper.

Simulating Human Memory with Language Models Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:04:00.248966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8002351a-6a68-45ec-8991-80843c22e3cc · inbound

From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents cites this paper.

From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:53:59.191771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ac5c17c6-5b3b-424b-b2ab-d97a87f2861a · inbound

Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue cites this paper.

Connecting the Dots: Benchmarking Reflective Memory in Long-Horizon Dialogue Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 56

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T17:42:25.974786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0a734dca-a12b-4c7c-b0e4-47f854b3d96d · inbound

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents cites this paper.

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.167571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6d8d7eed-db1e-4dce-ad42-5b66910c9c91 · inbound

Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline cites this paper.

Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:36:45.432874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 68dbe67c-50a3-4079-9884-d0aae5e8cfb4 · inbound

From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents cites this paper.

From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T08:06:47.862139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80adb033-7902-47b2-9020-345d4e0c71b2 · inbound

Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents cites this paper.

Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-02T08:16:47.959290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6b761d7c-f152-42a2-b229-f677de6ad0f8 · inbound

PersonaTree: Structured Lifecycle Memory for Person Understanding in LLM Agents cites this paper.

PersonaTree: Structured Lifecycle Memory for Person Understanding in LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-07-02T08:16:47.851757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e4c39e60-ae9f-4b0e-8d4e-98833cdc7e49 · inbound

When Should Memory Stay Silent: Measuring Memory-Use Boundaries in Memory-Augmented Conversational Agents cites this paper.

When Should Memory Stay Silent: Measuring Memory-Use Boundaries in Memory-Augmented Conversational Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-07-02T12:36:57.208144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ff148663-cfa9-4be2-bb36-338e33d1dcfb · inbound

Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads cites this paper.

Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-02T13:36:59.285650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cbc89922-0fc3-434c-84bf-e29a9880663c · inbound

M$^3$Exam: Benchmarking Multimodal Memory for Realistic User-Agent Interactions cites this paper.

M$^3$Exam: Benchmarking Multimodal Memory for Realistic User-Agent Interactions Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 63

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T17:07:12.737506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40927db6-b553-4356-8ebf-c1bf464be01f · inbound

Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents cites this paper.

Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-02T21:17:25.190962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation feac7f81-7256-4437-a024-091fbc089423 · inbound

ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems cites this paper.

ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:37:26.638357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f005a7c2-0c17-49bf-825f-f3b949f21a08 · inbound

PROJECTMEM: A Local-First, Event-Sourced Memory and Judgment Layer for AI Coding Agents cites this paper.

PROJECTMEM: A Local-First, Event-Sourced Memory and Judgment Layer for AI Coding Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-03T10:17:57.949436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f1674cba-1345-4fa8-bbfb-6c72e93795bb · inbound

Control-Plane Placement Shapes Forgetting: An Architectural Study of Agent Memory Across Thirteen System Configurations cites this paper.

Control-Plane Placement Shapes Forgetting: An Architectural Study of Agent Memory Across Thirteen System Configurations Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:28:44.817310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a89a5074-dae3-4dc6-98f8-2021b0376e63 · inbound

MemTrace: Probing What Final Accuracy Misses in Long-Term Memory cites this paper.

MemTrace: Probing What Final Accuracy Misses in Long-Term Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-03T18:18:49.834111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 507e44aa-1e1d-45da-a556-c6d18470fe2e · inbound

GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents cites this paper.

GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-03T23:49:02.481534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e6d1bced-20f5-4026-9e02-bdb5f5428e15 · inbound

Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games cites this paper.

Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-04T00:19:13.695461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4f9fd11c-8d9f-4af5-9f69-b63231ea89a5 · inbound

PACMS: Submodular Context Selection as a Pluggable Engine for LLM Agents cites this paper.

PACMS: Submodular Context Selection as a Pluggable Engine for LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-04T05:39:40.202438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 664d18d7-5d3c-4154-a865-514c62d1a2c0 · inbound

MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery cites this paper.

MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-04T17:09:58.577293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b8142d79-a825-4e8c-b376-89fce62537bb · inbound

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory cites this paper.

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-04T18:30:01.287152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 27c9e47a-481a-4aab-b26e-2d047f560b0a · inbound

Supersede: Diagnosing and Training the Memory-Update Gap in LLM Agents cites this paper.

Supersede: Diagnosing and Training the Memory-Update Gap in LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-07-01T18:15:58.789575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 819e17da-5acc-4ffe-bce1-a23fe303cc7f · inbound

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents cites this paper.

Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-01T15:15:48.336375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6770b9b8-0079-4985-a9dc-1f9f0b9e7ad1 · inbound

Object-Centric Environment Modeling for Agentic Tasks cites this paper.

Object-Centric Environment Modeling for Agentic Tasks Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T06:39:21.435864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a6dc57-6790-450f-a33a-87e0d15fa97c · inbound

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents cites this paper.

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-11T03:47:48.305979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ce0b981c-8400-4c33-b707-2b8335bb79cd · inbound

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents cites this paper.

Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T08:31:01.382679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40f792c7-0594-46c6-8aa6-e99f76a8a2bf · inbound

StateFuse: Deterministic Conflict-Preserving Memory for Multi-Agent Systems cites this paper.

StateFuse: Deterministic Conflict-Preserving Memory for Multi-Agent Systems Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-08T23:05:44.315445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b553bd3-21fc-473c-9d75-8839b2b7c32c · inbound

MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents cites this paper.

MemPoison: Uncovering Persistent Memory Threats and Structural Blind Spots in LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T01:34:10.887333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15da2fc-225e-4440-bba4-baa2185578eb · inbound

Beyond Memory Leaderboards: Evaluating Scientific Memory as Budgeted Context Restoration cites this paper.

Beyond Memory Leaderboards: Evaluating Scientific Memory as Budgeted Context Restoration Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T19:49:13.134102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6109a43c-9d02-4e37-b92d-2fcaa3503b2b · inbound

Supra Cognitive Modes: A Routed Architecture for Agent Memory cites this paper.

Supra Cognitive Modes: A Routed Architecture for Agent Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:32:09.947242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44bc11f9-d132-4585-a71a-13aff7ba2f1a · inbound

Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings cites this paper.

Ground Truth First: A Longitudinal Evaluation Instrument for Agent Memory, and the Tenure Crossover in Memory-Architecture Rankings Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:18:00.581616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcce9714-91f3-45d7-b85c-4f24be0edf5e · inbound

CHILL-Harness: Counterfactual Harness Learning for Efficient Reasoning in Long-Horizon Agents cites this paper.

CHILL-Harness: Counterfactual Harness Learning for Efficient Reasoning in Long-Horizon Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T01:26:14.409388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf5b1205-6ac6-496b-8e52-0084a5416136 · inbound

IFCMemoryBench: Evaluating Long-Term Memory of LLM-Based Agents in BIM Information Retrieval cites this paper.

IFCMemoryBench: Evaluating Long-Term Memory of LLM-Based Agents in BIM Information Retrieval Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T07:01:09.082386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f45058-0794-4e43-be46-c246ef87d854 · inbound

ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory cites this paper.

ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T01:42:12.027668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97ae5b0-66f9-4d11-969a-3b7b2d317061 · inbound

ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory cites this paper.

ChronoMem: Version Control and Semantic Rollback for Large Language Model Agent Memory Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T04:16:42.633564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f020cb83-627d-4b14-9917-745d45c85c37 · inbound

Reproducing LightMem: Naive RAG Is Just as Good for Memory Management cites this paper.

Reproducing LightMem: Naive RAG Is Just as Good for Memory Management Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T13:39:37.172636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428a929a-e54f-4a1c-a3a3-8ce9b583daf2 · inbound

AgentMemBench: A Systematic Benchmark for Evaluating Long-Term Memory Management Strategies in Conversational AI Agents cites this paper.

AgentMemBench: A Systematic Benchmark for Evaluating Long-Term Memory Management Strategies in Conversational AI Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T03:02:53.817592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd959e50-629f-4fc6-be8f-66e27fe4e6db · inbound

DP-MemView: A Memory Interface for Attribute-Level Transcript Privacy in Long-Term LLM Agents cites this paper.

DP-MemView: A Memory Interface for Attribute-Level Transcript Privacy in Long-Term LLM Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T01:13:09.530776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9352b4a7-9b84-4117-8b7b-eba79b48cbd3 · inbound

When Absence Is Evidence: Evaluating Completeness-Sensitive Negative Reasoning in Large Language Models cites this paper.

When Absence Is Evidence: Evaluating Completeness-Sensitive Negative Reasoning in Large Language Models Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:22:44.960465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f5c804e-537e-4115-84b7-437a0745314c · inbound

Caching for the Future: Scrub Jay Episodic Memory Principles for Agent Memory Systems cites this paper.

Caching for the Future: Scrub Jay Episodic Memory Principles for Agent Memory Systems Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T17:36:31.513494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 772fc02a-582d-4e54-b85c-a10830a34981 · inbound

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning cites this paper.

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T04:30:39.961952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ef2d98-8afa-49b8-bd43-b1ff1fe8c214 · inbound

From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL cites this paper.

From Test-Time Scaling to Reusable Memory: Measuring Crystallization in Text-to-SQL Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T12:45:16.627302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 379e6e30-05ae-4546-9112-4f4ce001d624 · inbound

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents cites this paper.

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T04:49:32.940001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f7030a8-2dec-4a53-b0a1-dcd0b51b73a0 · inbound

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents cites this paper.

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T04:17:01.406550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 582e9f56-9cd5-4f09-9410-39290abfe642 · inbound

LatticeMind: A Conflict-Aware Memory Primitive for Multi-Agent Systems cites this paper.

LatticeMind: A Conflict-Aware Memory Primitive for Multi-Agent Systems Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T00:19:26.568193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8bd23e-bf4a-499e-b11c-06d0cf928de8 · inbound

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information cites this paper.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Reference 212

Resolution: unresolved; no resolver link, observed 2026-08-12T19:22:00.025745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.