Paper Citation Record · LEDGER

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

As of 9 August 2026, this Paper Citation Record lists 100 of 114 outbound references and 14 inbound Pith citation observations for arXiv:2502.06975.

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

pith.paper-citation-record.v1
2502.06975 v1

Coverage vector

measured 100 of 114 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:13:38.404452Z

measured 114 of 114 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:10:29.042261Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T20:22:37.793072Z

Reference resolution

100 of 114 outbound references displayed

verified exact3
verified fuzzy0
unresolved96
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e58cc25a-58bb-453d-a9df-ae8bb49f0d3a · outbound

This paper cites Mnemosyne: Parallelization strategies for efficiently serving multi-million context length llm inference requests without approximations, 2024.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Mnemosyne: Parallelization strategies for efficiently serving multi-million context length llm inference requests without approximations, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.918931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61bb4ede-df3a-477e-aaa9-04167fc435c4 · outbound

This paper cites Forgetting transformer: Softmax attention with a forget gate.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Forgetting transformer: Softmax attention with a forget gate

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.925301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 464c7f13-9e3d-4655-9121-3abe381ab482 · outbound

This paper cites Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.930090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa49a25-b288-4f1d-8145-22457d2022f1 · outbound

This paper cites an unresolved cited work.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.935381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01be9010-d2bf-4e8c-a6f3-3c35977b2d29 · outbound

This paper cites an unresolved cited work.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.940284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2331b5e8-fa42-4c48-b6a2-fe99afb174b0 · outbound

This paper cites Titans: Learning to Memorize at Test Time.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Titans: Learning to Memorize at Test Time

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.945018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b3b3aa-0530-47d8-bd9b-f803dedc0a43 · outbound

This paper cites Memory Layers at Scale.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Memory Layers at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.950838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96ee247f-0cdb-4672-923d-7995a7e671b0 · outbound

This paper cites The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A".

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.955955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dad882d-1c88-4198-b3f4-5ddb9822b142 · outbound

This paper cites Large-scale Simple Question Answering with Memory Networks.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Large-scale Simple Question Answering with Memory Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.960747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4937893-d0a2-45b9-8c82-11ad5be1b371 · outbound

This paper cites Reducing Transformer Key-Value Cache Size with Cross-Layer Attention.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.965936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee9c974a-4549-4991-b28e-c90f7730c67f · outbound

This paper cites Recurrent Memory Transformer.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Recurrent Memory Transformer

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.971636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d474a308-a51a-4d32-a5c3-3e2f52ad4918 · outbound

This paper cites Editing Factual Knowledge in Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Editing Factual Knowledge in Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.976440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48aa907b-0363-4d0a-8400-4550bf03319d · outbound

This paper cites Lift yourself up: Retrieval-augmented text generation with self-memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Lift yourself up: Retrieval-augmented text generation with self-memory

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.981279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b644aab-6eb8-4d7f-95cb-dfce1f7f2930 · outbound

This paper cites knowing how.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents knowing how

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.985925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083d0bf3-15e5-4f6f-a7b6-99c0d48ea788 · outbound

This paper cites Understanding memory through hippocampal remapping.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Understanding memory through hippocampal remapping

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.990505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba53cd1-8ffd-4aad-b646-5b54474b94e6 · outbound

This paper cites an unresolved cited work.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.995091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cbfaabc-3054-43bb-b330-677b5dbe3c90 · outbound

This paper cites Sensory–perceptual episodic memory and its context: Autobiographical memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Sensory–perceptual episodic memory and its context: Autobiographical memory

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:37.999658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c60b5c-8753-413f-9f29-35fe03241865 · outbound

This paper cites Transformer- XL : Attentive language models beyond a fixed-length context.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Transformer- XL : Attentive language models beyond a fixed-length context

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.004358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dda8c32c-8f30-4dda-bbc9-b874385137e1 · outbound

This paper cites Larimar: Large Language Models with Episodic Memory Control.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Larimar: Large Language Models with Episodic Memory Control

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.009083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6078e2-1383-40de-b74c-3db0df80e896 · outbound

This paper cites Larimar: Large language models with episodic memory control.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Larimar: Large language models with episodic memory control

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.014445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00067a60-19fe-4def-932b-f7cb71f6d53c · outbound

This paper cites SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.019187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b7f666b-d535-4a7b-a343-7bf47a557049 · outbound

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

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.024552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac8c07b-b627-42d0-83ae-a79962339555 · outbound

This paper cites The hippocampus as a cognitive map.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The hippocampus as a cognitive map

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.030838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9149852-e32b-4812-a830-1bc0c286cdd2 · outbound

This paper cites and Cohen, N.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Cohen, N

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.035719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f571a9cf-3cf4-4cc6-a94f-46147426f077 · outbound

This paper cites A., Oomerjee, A., Christopoulou, F., Lampouras, G., Bou-Ammar, H., and Wang, J.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents A., Oomerjee, A., Christopoulou, F., Lampouras, G., Bou-Ammar, H., and Wang, J

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.041009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09dae333-a79a-49c2-a9fe-542b55606cbe · outbound

This paper cites Enabling Large Language Models to Generate Text with Citations.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Enabling Large Language Models to Generate Text with Citations

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.045601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504becca-d38f-4f73-9ece-d66d981c8750 · outbound

This paper cites Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.050445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ed1436-33a4-46ea-affb-b20ed489d39d · outbound

This paper cites GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents GoldFinch: High Performance RWKV/Transformer Hybrid with Linear Pre-Fill and Extreme KV-Cache Compression

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.055847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04712368-3cee-41d8-8de1-c2db9879e425 · outbound

This paper cites Neural Turing Machines.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Neural Turing Machines

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.060567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5993c96c-1744-4a63-b0f4-45bd95f6142a · outbound

This paper cites G., Grefenstette, E., Ramalho, T., Agapiou, J., et al.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents G., Grefenstette, E., Ramalho, T., Agapiou, J., et al

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.065358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 079c498f-da88-4f2b-97e8-1e6ffcc40585 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.070431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f497e2d-944c-4744-a67e-afe3d7aa8839 · outbound

This paper cites Model Editing at Scale leads to Gradual and Catastrophic Forgetting.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Model Editing at Scale leads to Gradual and Catastrophic Forgetting

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.075538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d0b06c-1366-442d-9281-be70704ace89 · outbound

This paper cites HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.081249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1136df10-4634-4384-a073-86790880500f · outbound

This paper cites and Schwartz, B.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Schwartz, B

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.086834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be1fa527-ce15-46b7-baf4-6c1e0d7132b6 · outbound

This paper cites LM -infinite: Zero-shot extreme length generalization for large language models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents LM -infinite: Zero-shot extreme length generalization for large language models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.091276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dbfab0e-01dd-4f32-8e8e-538cd0110b33 · outbound

This paper cites KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.095954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e812ec88-d0cc-49aa-85ec-05d265b550f0 · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.100636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c318852e-3004-4130-9ec8-6478426aeeb4 · outbound

This paper cites Scaling Laws for Neural Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Scaling Laws for Neural Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.105134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c6b4056-ccac-416a-b279-a1750f18743f · outbound

This paper cites Transformers are rnns: Fast autoregressive transformers with linear attention.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Transformers are rnns: Fast autoregressive transformers with linear attention

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.110195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63e82271-6314-4ef6-9c7c-9f815bdd3986 · outbound

This paper cites Generalization through memorization: Nearest neighbor language models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Generalization through memorization: Nearest neighbor language models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.115051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e1c128-0529-4b6b-aa93-5537297068dc · outbound

This paper cites The Impact of Inference Acceleration on Bias of LLMs.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The Impact of Inference Acceleration on Bias of LLMs

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:13:39.481668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9c42915-36a4-46d5-80c7-cc37a3ea7601 · outbound

This paper cites an unresolved cited work.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.125989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94e76ab6-24d5-46e9-b0f1-94bb6808e2da · outbound

This paper cites H., Gonzalez, J., Zhang, H., and Stoica, I.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents H., Gonzalez, J., Zhang, H., and Stoica, I

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.130750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91b0305-e3de-4b6e-a686-92430d78f4ae · outbound

This paper cites Prompted llms as chatbot modules for long open-domain conversation.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Prompted llms as chatbot modules for long open-domain conversation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.135129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 338fa06c-f151-4c7f-9d4a-a3e55bb3aa4e · outbound

This paper cites InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.139717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b458f3b-2af0-44ce-920a-2ce3912810d2 · outbound

This paper cites Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.144287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2cc47f3-e9be-4f2d-bc91-6fadc72ee296 · outbound

This paper cites GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.150356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc576d3e-db24-4779-b8a2-dad5bbd193de · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.155101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1f320f3-ace9-4552-99ce-a9840802cd07 · outbound

This paper cites and Losonczy, A.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Losonczy, A

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.159786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f5fa46-7422-4d21-b0e6-525f8bb50e48 · outbound

This paper cites Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.164388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e62e5ff-60fd-4614-a799-f6ef6106f972 · outbound

This paper cites Y., and Lu, O.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Y., and Lu, O

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.169040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cff4f956-d691-4937-a2a9-a02e8aa7f41c · outbound

This paper cites MiniCache: KV Cache Compression in Depth Dimension for Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents MiniCache: KV Cache Compression in Depth Dimension for Large Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.173419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac7877f-1439-49a1-8982-ffd85f843a83 · outbound

This paper cites Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.178116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33dd0107-a289-48de-bb5d-871b91528139 · outbound

This paper cites F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.182955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edfda120-3d85-4a3c-8e30-c85b50c1da3b · outbound

This paper cites Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.188583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d721a100-226b-49ac-bc96-43136d7ab549 · outbound

This paper cites KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.193314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4eb9add-3289-44cf-a011-86d0adc1ef83 · outbound

This paper cites Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.199036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42cb4614-1908-4634-9165-7e6124cae1f6 · outbound

This paper cites MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.203776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da87fbaa-1bc0-4d63-a207-b3b77c22a355 · outbound

This paper cites and Roberts, N.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Roberts, N

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.208424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d99a88-762c-43c1-b7fd-e4fc44c7c018 · outbound

This paper cites Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.212766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75505072-e6cd-475a-bb67-c6bc07394223 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Locating and Editing Factual Associations in GPT

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.217124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c50a82a-4a2e-42cf-aa9b-5f4b856887bd · outbound

This paper cites Mass-Editing Memory in a Transformer.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Mass-Editing Memory in a Transformer

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.221713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c0697b-ab1c-4e1c-80a9-8a06ed6e9e6e · outbound

This paper cites Large language models can segment narrative events similarly to humans.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Large language models can segment narrative events similarly to humans

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.227249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 289a64dc-6292-4479-ad12-6acd036fa067 · outbound

This paper cites Les troubles de la mémoire accompagnant des lésions hippocampiques bilatérales.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Les troubles de la mémoire accompagnant des lésions hippocampiques bilatérales

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.232186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4267f6d8-ae2b-4fc0-8dda-4f554cf49041 · outbound

This paper cites Memory-Based Model Editing at Scale.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Memory-Based Model Editing at Scale

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.236793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d62b9fd4-9a90-4f3c-94e8-0cf6ce29c8ce · outbound

This paper cites MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.241566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d956bf74-ca29-4f72-be69-601e29e35852 · outbound

This paper cites Meta Knowledge for Retrieval Augmented Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Meta Knowledge for Retrieval Augmented Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.246175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db5cccd-a4d0-42f5-bcf4-8a0e0964a462 · outbound

This paper cites Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.251701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae6fdaf-5770-4031-81cd-89a5f9fb1300 · outbound

This paper cites and Norman, K.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Norman, K

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.256908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8639e1-0efd-4684-9628-3ede0f636e26 · outbound

This paper cites Complementary learning systems.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Complementary learning systems

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.261453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b08815-aef4-4161-88da-c673028cb483 · outbound

This paper cites and Nadel, L.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Nadel, L

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.267249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e33ff413-2a03-4587-9f3f-f78d42c452fd · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents MemGPT: Towards LLMs as Operating Systems

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.272503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b8bec8-ea6d-4883-84ef-92e24f152b48 · outbound

This paper cites Propagating knowledge updates to lms through distillation.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Propagating knowledge updates to lms through distillation

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.277426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10fa111a-1654-433b-aa75-9b6ca2827857 · outbound

This paper cites Anchor-based Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Anchor-based Large Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.281968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578cece2-e147-4e79-a30b-37633f37eb86 · outbound

This paper cites RWKV: Reinventing RNNs for the Transformer Era.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents RWKV: Reinventing RNNs for the Transformer Era

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.286521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d70d7e43-78a5-4cbb-a56d-2bd68be1a601 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Graph Retrieval-Augmented Generation: A Survey

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.291520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 589492e3-a6d3-41e4-9d23-9c2ed4bdf7b0 · outbound

This paper cites Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks

Reference 77

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T14:13:38.969991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b157f343-8446-406d-8d49-e27cf226b001 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Agent Laboratory: Using LLM Agents as Research Assistants

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.301986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c9fb9e-17f5-4136-bb13-d7ff0c263d14 · outbound

This paper cites and Evans, S.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Evans, S

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.306918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e9db7c-3374-4f60-b279-0a9bc212c816 · outbound

This paper cites Learning by Distilling Context.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Learning by Distilling Context

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.311449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f18a9c1e-05cb-4f9c-acbd-cd6183f42f18 · outbound

This paper cites and Zola, S.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Zola, S

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.316298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29b6ab0-45fd-4117-9b0f-6a1c2b8192ee · outbound

This paper cites and Moser, M.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents and Moser, M

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.320766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea6224fc-dbc7-4963-ad1d-21a8b7768257 · outbound

This paper cites End-To-End Memory Networks.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents End-To-End Memory Networks

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.325249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb8ef10-7404-4e97-b97d-a9d1fd8d5eeb · outbound

This paper cites You Only Cache Once: Decoder-Decoder Architectures for Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents You Only Cache Once: Decoder-Decoder Architectures for Language Models

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.329919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e8e210-3d0b-4a6e-a5c4-752865c4ffb2 · outbound

This paper cites Learning to (Learn at Test Time): RNNs with Expressive Hidden States.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.334487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30fc0424-f732-432f-b385-15db745c1378 · outbound

This paper cites Massive Editing for Large Language Models via Meta Learning.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Massive Editing for Large Language Models via Meta Learning

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.338873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c4ea3d-a43f-46f1-8508-a377ab445e47 · outbound

This paper cites RazorAttention: Efficient KV Cache Compression Through Retrieval Heads.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents RazorAttention: Efficient KV Cache Compression Through Retrieval Heads

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.343587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5579990-974c-40f4-a498-2548f3853743 · outbound

This paper cites Episodic and semantic memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Episodic and semantic memory

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.348063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4315f1ed-cbd7-460e-9118-1db23829f8ae · outbound

This paper cites Dylora: Parameter efficient tuning of pre-trained models using dynamic search-free low rank adaptation, 2022.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Dylora: Parameter efficient tuning of pre-trained models using dynamic search-free low rank adaptation, 2022

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.352298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b22bf3-42df-497e-a3dd-1d64add93c37 · outbound

This paper cites SCM: Enhancing Large Language Model with Self-Controlled Memory Framework.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents SCM: Enhancing Large Language Model with Self-Controlled Memory Framework

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.356731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aa5b4c4-8711-48e0-85d8-2595bd601a47 · outbound

This paper cites RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning

Reference 91

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:13:38.829672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 834622e6-ba61-410a-91a0-4c5cc71b42c5 · outbound

This paper cites The Mamba in the Llama: Distilling and Accelerating Hybrid Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The Mamba in the Llama: Distilling and Accelerating Hybrid Models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.365883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b37a72-c55a-4fce-9566-1f76da8705a4 · outbound

This paper cites WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.370528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a856862-ff43-4bbd-91d6-e0b4d66c9a4e · outbound

This paper cites Memformer: A memory-augmented transformer for sequence modeling.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Memformer: A memory-augmented transformer for sequence modeling

Reference 94

Resolution: verified exact; doi, observed 2026-08-08T14:13:38.544423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c7be6c0-31bc-4421-97ce-03a1d0d813cc · outbound

This paper cites The kanerva machine: A generative distributed memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The kanerva machine: A generative distributed memory

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.379956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04a31599-1431-4aeb-b7f8-afe336c3661f · outbound

This paper cites N., Hutchins, D., and Szegedy, C.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents N., Hutchins, D., and Szegedy, C

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.384364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da03f27-8ed8-4025-aa89-493f05aa0b36 · outbound

This paper cites ReFT: Representation Finetuning for Language Models.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents ReFT: Representation Finetuning for Language Models

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.389705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d0e18b-f582-42d3-b60e-fd28ebc100d1 · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.395040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80e6f041-829d-4681-aa18-27bdb1abb8f4 · outbound

This paper cites InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.399759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2fe533c-810f-4b50-be5c-8a294fdda661 · outbound

This paper cites Raise a child in large language model: Towards effective and generalizable fine-tuning.

Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents Raise a child in large language model: Towards effective and generalizable fine-tuning

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-08T14:13:38.404452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ccd9310b-f7f6-4617-88ad-c42d4b5f94a2 · inbound

Embodied AI Agents: Modeling the World cites this paper.

Embodied AI Agents: Modeling the World Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:10:29.042261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e40c128-76c5-4448-9962-e955b9861103 · inbound

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems cites this paper.

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T20:43:21.278758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 179bd8e6-371c-41ba-b347-8c7fd890a276 · inbound

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

MIRIX: Multi-Agent Memory System for LLM-Based Agents Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:57:52.677853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3e6fabcd-2ef7-4f45-ac90-37d04d26d226 · inbound

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures cites this paper.

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:53.242583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84aa9faf-790a-4cc2-8c1c-fe80d31a78be · inbound

LMEB: Long-horizon Memory Embedding Benchmark cites this paper.

LMEB: Long-horizon Memory Embedding Benchmark Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:30:00.390935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 700c56ba-faeb-4d5b-b3e0-24179202e2c7 · inbound

LMEB: Long-horizon Memory Embedding Benchmark cites this paper.

LMEB: Long-horizon Memory Embedding Benchmark Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T18:20:59.039944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8931e35a-0ac7-4f4a-8f29-2b4a18762b24 · inbound

LMEB: Long-horizon Memory Embedding Benchmark cites this paper.

LMEB: Long-horizon Memory Embedding Benchmark Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T05:49:09.870462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d88d616-6a8a-458d-b465-ed5fbf2efb3f · inbound

MemCollab: Cross-Model Memory Collaboration via Contrastive Trajectory Distillation cites this paper.

MemCollab: Cross-Model Memory Collaboration via Contrastive Trajectory Distillation Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T19:45:45.674967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c11edb1-bb23-4576-bd70-29a771cb96b2 · inbound

Towards Self-Improving Error Diagnosis in Multi-Agent Systems cites this paper.

Towards Self-Improving Error Diagnosis in Multi-Agent Systems Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:35:19.352145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1aa6cea2-b600-4fb8-9e2b-06e14efecc22 · 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 Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:46:07.277985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5573d9f-63c8-4ad5-9795-b9f93dd8c51e · inbound

MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents cites this paper.

MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:31:09.895376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53989283-e4ad-4d82-aaa2-39a1adfe0417 · inbound

Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations cites this paper.

Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T20:22:37.795380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36ff04e8-50c8-4bbe-b94e-34a0b4620d9c · inbound

AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems cites this paper.

AgentKVShift: Efficient KV Cache Reuse for Agentic Memory Systems Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T13:56:32.658211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf195554-bcd4-4a9c-a888-e64612a2d908 · inbound

Try Once, Then Optimal: De-Redundified Procedure Memory for Cross-Episode Exploration Amortization cites this paper.

Try Once, Then Optimal: De-Redundified Procedure Memory for Cross-Episode Exploration Amortization Position: Episodic Memory is the Missing Piece for Long-Term LLM Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-30T15:27:16.699822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.