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Paper Citation Record · LEDGER

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective

As of 6 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 2 inbound Pith citation observations for arXiv:2605.18421.

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

pith.paper-citation-record.v1
2605.18421 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T11:35:23.892275Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T19:47:08.844690Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T17:28:44.781167Z

Reference resolution

63 of 63 outbound references displayed

  • verified exact25
  • verified fuzzy21
  • unresolved15
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 391cad38-b801-40ad-82d1-72f0b7f68c57 · outbound

This paper cites MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems

Reference 1

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verified exact
local_arxiv, observed 2026-05-20T11:38:14.607007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:af44577d6979e18e2d79898c35da413ff684497647a98cc52fb8f71bfe9cb48e

Observation 0ea1fcf8-a074-4857-a2af-73e7ace2306f · outbound

This paper cites AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Reference 2

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arxiv_id, observed 2026-05-20T11:38:14.601274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:86ad4841de925cf6ba59c5ef13283458f4bbeae799849a8e1229890e465b00bd

Observation 2657118a-15b1-4da5-8173-8a9217c79c2f · outbound

This paper cites Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Building self-evolving agents via experience-driven lifelong learning: A framework and benchmark

Reference 3

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verified exact
arxiv_id, observed 2026-05-20T11:38:14.604250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:1fc45100bcedb56df331926fb079614804eacc2eff2317e88267831196ec0705

Observation 3b2f17af-0352-4140-b7be-a964be06deac · outbound

This paper cites xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:38:14.598312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:2da48a4449ae5863c7507817319e7e592756afea8c90eacc0872846ce189610b

Observation 28b2d511-170a-4520-97a4-a9c17620fb7f · outbound

This paper cites Mem0: Building production-ready ai agents with scalable long-term memory.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Mem0: Building production-ready ai agents with scalable long-term memory

Reference 5

Resolution
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raw_fallback, observed 2026-05-20T13:23:30.032321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:d7cb2a5ffb96096da6428fd000f9fd5191cd69b829c2bce29df02897d041a3f1

Observation c8626fc4-24cb-4b9b-94e6-e1128ddb136d · outbound

This paper cites Cl-bench: A benchmark for context learning.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Cl-bench: A benchmark for context learning

Reference 6

Resolution
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arxiv_id, observed 2026-05-20T11:38:14.586695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:e1ca9136acd49809e7ee546189a54cb728ff6540b24b4a9294a56c48750b685c

Observation 5dae21bd-011c-4ad1-9834-5f3466e51b86 · outbound

This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Reference 7

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local_arxiv, observed 2026-05-20T11:38:14.550695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:748828ee29941d376c1ea0acb0e93279ae30e415a2ef1dd4ed8a42a1e4a6a6b4

Observation 6e9709b1-43e3-4ed2-9012-4d3c06551d00 · outbound

This paper cites MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents

Reference 8

Resolution
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arxiv_id, observed 2026-05-20T11:38:14.580942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:f92fcd649d81cd1479ed0ddb24ffc29613ed9e80de71b106f635d8a79ce9c3e2

Observation 6623576f-d28f-453c-8abe-2960054a20fd · outbound

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

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 9

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local_arxiv, observed 2026-05-20T11:38:14.559452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:55a2c33b35629c875c48da8e472763aab7241562295a653e476a37a9b0fb81dc

Observation 6521c4fd-7ec2-42f9-b5a6-17933ca2d956 · outbound

This paper cites A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Reference 10

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local_arxiv, observed 2026-05-20T11:38:14.574874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:924dda4e3b4fafdf1f4f454200290029b2cf7a494e74a3e40dbfe4501907aaec

Observation ba934052-a1be-4e2e-9b01-fc6cb574c03c · outbound

This paper cites Memp: Exploring Agent Procedural Memory.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memp: Exploring Agent Procedural Memory

Reference 11

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verified exact
local_arxiv, observed 2026-05-20T11:38:14.544789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:f5d6dbd362d549c1ab387317f487a16dd78e1344b21b18fced997aa608bd9fa7

Observation 47e10c3f-f7eb-454a-8849-5bf26ef9638b · outbound

This paper cites Szostkiewicz, Jon M.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Szostkiewicz, Jon M

Reference 12

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raw_fallback, observed 2026-05-20T13:23:30.010079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:4f7f928503020627e17b87072fb524cf9be75f3112a880f665e4bf282692a9f4

Observation fec7646f-4ce4-47c4-912e-ae28d748f292 · outbound

This paper cites Robin: A multi-agent system for automating scientific discovery.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Robin: A multi-agent system for automating scientific discovery

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:38:14.565945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:a77f7f4d8cdb224323fbbfb12696cd99cb2dd49d1e0c4f14224f66d36e01e5fa

Observation f7acf7f7-16e8-4ae9-ab77-8205b4681842 · outbound

This paper cites Gemini 3 flash: Frontier intelligence built for speed.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Gemini 3 flash: Frontier intelligence built for speed

Reference 14

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raw_fallback, observed 2026-05-20T13:23:30.005755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:615b498c809916cc4f45380cb27f9dfada580d3c81eed19e25062a6d88f60429

Observation 5ca3d411-6bba-4261-bad0-2d1e497a1a6e · outbound

This paper cites Legomem: Modular procedural memory for multi-agent llm systems for workflow automation.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Legomem: Modular procedural memory for multi-agent llm systems for workflow automation

Reference 15

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verified exact
arxiv_id, observed 2026-05-20T11:38:14.538545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:41125765589cb673d907e2eb504f9da993093a9aff2d96abeedf29183a2515a8

Observation 992ca79b-ee83-41cb-9be6-789f8e759146 · outbound

This paper cites Memoryarena: Benchmarking agent memory in interde- pendent multi-session agentic tasks.ICML.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memoryarena: Benchmarking agent memory in interde- pendent multi-session agentic tasks.ICML

Reference 16

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raw_fallback, observed 2026-05-20T13:23:30.002014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:d21b88c2273f18198da0643e839245b4ce0a0a1516de05f554ce667b29165b96

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

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

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

Reference 17

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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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:707edf826b97be1aab680378f8144c49a58661ef0859ae14778f7f7b70da63eb

Observation 1097244a-2522-4772-b480-3f160b586650 · outbound

This paper cites Evaluating memory in llm agents via incremental multi-turn interactions.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evaluating memory in llm agents via incremental multi-turn interactions

Reference 18

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raw_fallback, observed 2026-05-20T13:23:30.034026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:4ce53ad8ae80e5bee2663b76c0f96680150474db2eb70ed4ca61e5c047bec312

Observation 6cf5cc58-11a2-4ac8-97a1-7900cac786ae · outbound

This paper cites Memory os of ai agent.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memory os of ai agent

Reference 19

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raw_fallback, observed 2026-05-20T13:23:30.051734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:66e2acbe7209095c7eb47efbf28dd0512635a38ca4f09289b547157e83b21e6a

Observation 32049c17-8afb-41dd-a74d-c35969fffc48 · outbound

This paper cites Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory

Reference 20

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arxiv_id, observed 2026-06-30T02:16:12.035075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:47a06c0a3966ef6d0e3e33adab838bb760d35408d12bda95ef39c9b3a4046386

Observation d1997c91-8de0-40b3-96c2-29b36397eb76 · outbound

This paper cites MemOS: A Memory OS for AI System.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemOS: A Memory OS for AI System

Reference 21

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local_arxiv, observed 2026-05-20T11:38:14.535399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:bde0043f43763f976e8c386dcbb99c0088115033b63b2c10a08a253d65357c7a

Observation fe0b5db5-d67f-4953-9f82-18b8f7d80612 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 22

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local_arxiv, observed 2026-05-20T11:38:14.595397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:7bde28c9c4006638e25e34f84015309ed31adf67cc2c657b73dbff96752a7d7a

Observation 0aec4be7-c4a4-47b1-a60e-ff1025ce58d7 · outbound

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

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evaluating Very Long-Term Conversational Memory of LLM Agents

Reference 23

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local_arxiv, observed 2026-05-20T11:38:14.583817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:01166861079eff8e0c06cfaa35e507a8a41b2f666272fe3d0e69264e3fa51b8f

Observation b80f578e-6f98-4708-8128-67574e493fd9 · outbound

This paper cites Byterover: Agent-native memory through llm-curated hierarchical context.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Byterover: Agent-native memory through llm-curated hierarchical context

Reference 24

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arxiv_id, observed 2026-05-20T11:38:14.571895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:1d78db2f9c63246a1ab8693fb0eb22669c1bf65fe6d0329ad0a9ec6fdb9b976b

Observation 53141ecb-8531-49dc-bb44-3c1e936f24dc · outbound

This paper cites Introducing gpt-5.https://openai.com/index/introducing-gpt-5/.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Introducing gpt-5.https://openai.com/index/introducing-gpt-5/

Reference 25

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raw_fallback, observed 2026-05-20T13:23:30.022427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:3edef57b184f152d071cd5304799fb109c44cf8f48af6fa9160753d3fce4157d

Observation 44cdfdc6-e128-45d8-9488-8c274ea5d7ed · outbound

This paper cites Reasoningbank: Scaling agent self-evolving with reasoning memory.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Reasoningbank: Scaling agent self-evolving with reasoning memory

Reference 26

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raw_fallback, observed 2026-05-20T13:23:30.047844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:2aa03f08cf41d268c9ad97b8065ee1f61ac71cf6d7f467f6f59d601df4990fde

Observation f1b26b9c-1c9f-449a-a6d3-f45329b4ece0 · outbound

This paper cites The berkeley function calling leaderboard (bfcl): From tool use to agentic evaluation of large language models.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective The berkeley function calling leaderboard (bfcl): From tool use to agentic evaluation of large language models

Reference 27

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raw_fallback, observed 2026-05-20T13:23:30.059221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:3a3ae96c20af91e44a46bd0088f61f5be1a46d58a13445dc19ac6538025f3544

Observation ecce80b9-cf35-4b94-a8fe-e85ab0ce6239 · outbound

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

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memobrain: Executive memory as an agentic brain for reasoning

Reference 28

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raw_fallback, observed 2026-05-20T13:23:30.061078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:318fe39435abbbf6e5d43828b80f8b861a72dc1ab3cc9c8edec0045d940f41d5

Observation 4a5b5026-908c-4f2b-9ad4-6d63022662b8 · outbound

This paper cites Now Publishers Inc.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Now Publishers Inc

Reference 29

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raw_fallback, observed 2026-05-20T13:23:30.003729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:0a8869f0d8f377371f0c9339009ccf84d2f13d81d4ef1a52560f0b96d46845cd

Observation 1c0c57cd-fa8f-46c1-9bf9-44e3c3fd1c1d · outbound

This paper cites MemInsight: Autonomous Memory Augmentation for LLM Agents.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemInsight: Autonomous Memory Augmentation for LLM Agents

Reference 30

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arxiv_id, observed 2026-05-20T11:38:14.529574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:ac70a14b8b6a1a87a87c7a2e5a4198ca1014e0a5646e4a9ab4519b00090f5d74

Observation afb0be2b-6490-419c-b5ef-ab69280af298 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Reflexion: Language agents with verbal reinforcement learning

Reference 31

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raw_fallback, observed 2026-05-20T13:23:30.057046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:2e0adabe1d2145facb19f5726f479b152eddb6805b826aa6927d80e84a64b62c

Observation 65aa6b85-aeeb-4057-807a-0b332f09c2ec · outbound

This paper cites Alfworld: Aligning text and embodied environments for interactive learning.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Alfworld: Aligning text and embodied environments for interactive learning

Reference 32

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raw_fallback, observed 2026-05-20T13:23:30.012139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:6cb4fb6e118cf855b100d806868bbcf4a0104d827865f54dfe792fbcac4f3919

Observation 90ee91b7-c4fc-48ab-92f6-f19699481217 · outbound

This paper cites Agent kb: Leveraging cross-domain experience for agentic problem solving.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Agent kb: Leveraging cross-domain experience for agentic problem solving

Reference 33

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arxiv_id, observed 2026-05-20T11:38:14.562546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:8772462aeb6c29d994eab8ef01c2df0f951f01380e4ab9a98c002d6cd0f6ea37

Observation 0fcb8b53-6f9d-4cd2-81a3-f48dce32a52f · outbound

This paper cites Agent workflow memory.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Agent workflow memory

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.016198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:38d4fce625bf1e0ef8168e46320872de9ae40140c30c553c118fdab57a50515b

Observation 88f441a7-c589-4cc2-b067-fa1df2bb3a91 · outbound

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

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T11:38:14.541752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:cca61da6f08af71478dcbd340bfdf22826830033c29c8c364f5adb39fe93a248

Observation b05a8608-9bf8-41bf-ab89-486dc587b153 · outbound

This paper cites Long- memeval: Benchmarking chat assistants on long-term interactive memory.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Long- memeval: Benchmarking chat assistants on long-term interactive memory

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.049890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:dae16e2d9de5ab46c0fab10a89abe74b9ec315d8419e3915bfedb5d001375c76

Observation ba2a5534-e946-464f-bfc0-022c8f99b485 · outbound

This paper cites Webwalker: Benchmarking llms in web traversal.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Webwalker: Benchmarking llms in web traversal

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.055259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:fc8ff70127a7f5e05e926987fba6d2f5ce54cc83afb139fc8d9d8846a0d61e0a

Observation c6864bfb-4911-422e-be60-6b9d66faa887 · outbound

This paper cites A-mem: Agentic memory for llm agents.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective A-mem: Agentic memory for llm agents

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.030426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:2a1b44ed691898d6d0c3b713d188994a7ac965b1932e6905348b744973706121

Observation 09058a2a-9796-4670-b063-6c1d0767868f · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective ReAct: Synergizing reasoning and acting in language models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.018366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:d587e732720ab0f4fdcbe8d39160734926bc3a814a5bb5bc2b1a035d70b9a833

Observation 248a9df0-d500-46f5-b481-91ae48e714f8 · outbound

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

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:38:14.532325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:1e223e5c6417e4f151d0f2d999ff6d5d3e5eddcfe387379ba996098a4c75dc7d

Observation cabf3088-9e1f-4459-ad9e-c16f5de602b7 · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:38:14.589392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:061093d9c8e15d75ef04f9ed3cac4ecf9ce70eece32328e21b8233bf3de26ebb

Observation 0f941951-37ef-433d-bc1f-e243e48bea8e · outbound

This paper cites Agentic context engineering: Evolving contexts for self-improving language models.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Agentic context engineering: Evolving contexts for self-improving language models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.039562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:33148636db7a1bec665fbb39a2748cf9879e8943d748ba529c6e65699a7b3bfe

Observation 5a43f540-7ef0-4ec3-a467-e0a9ddc37349 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:38:14.556392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:8237cf27cdb62e98c549a978cde6678ed3871887fdaa3f6c541d92c05a83025d

Observation 1b1155fc-8e97-44c1-95d2-71f89e4a7fd5 · outbound

This paper cites SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:38:14.592594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:2f7cc3f1ca6aa4b355ca1bc9453f80de23e6824ff6052e50d6cf4c9f30d6259f

Observation 0fa07cc2-6de9-4eb0-bd44-6f4ef6ea89f6 · outbound

This paper cites Memento: Fine-tuning LLM Agents without Fine-tuning LLMs.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:38:14.578006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:be7c18cb70532f6c22b38e631b7725f4c145b96bb5d7bd82ab84be4746cc8d5b

Observation 0ac2eb98-57c5-4ea6-a352-aba9f7e365ab · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.064365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:b9b8f32c8355cdbfad4e441df82463301e3f6594969f72008340cfb0f1f7c431

Observation abdf304a-dcab-4882-80ad-da38adf8d613 · outbound

This paper cites the directory you created.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective the directory you created

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:29.998038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:8887d02499c3a6c704356e5211215aefe11761337c82cd5583a991bc88c881ad

Observation e50da898-8011-4070-97a1-bc000e207269 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.043584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:e71018cce3af3c86a4b9274050681418643093b5cc572cf4a5daeba4a2840168

Observation 11758080-40ff-4ae5-a90c-e15bc7c903b5 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.020247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:cfdd4f5025ee3463694d32dbe7a114b6af19463c0136e3ce759c1f40961d574d

Observation 8fd42800-4bd0-4895-9274-d2e04b39eaab · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.014070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:82cd54c14064ddd9df81cf6b1b211e93e7c1235494bb17ff4ba539b12b4c40a5

Observation ca4b2ad0-f1c0-45ea-b71e-545807158057 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.045908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:6250e5c6675277ff04e9720b671d11a634efb892e1d1b8a5389c770691abc60d

Observation a3d4baae-9e67-4a95-ad10-f2fa5d114071 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.038489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:f1297a4178d331f3d7b410a4560b77f0ad496bc903c983b51e13204efb8a61be

Observation 28a3fa01-563d-4f20-b077-d4b9086bc82d · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.062702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:d3878bcf52f4a04e6ee6b3af7e5ff1faad6bfd2fd11853c7aebbaa303836b6c2

Observation 70c132d6-d64c-4174-93f2-8df3508238e9 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.028555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:bd37b4293c089334774e95e35156069d6d84af274d09a70cfa567850ca329a27

Observation 5ae87fd4-985a-46d7-b47b-ab8f26fcf7db · outbound

This paper cites id": "<same id as input>.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective id": "<same id as input>

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T13:23:30.037626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:f324a63a45e2ed221b69baf4a8c9b1aa5b137cba623acf2693dda79dc9f1a9be

Observation bab3126a-9aa1-46a2-ab03-83908f61b026 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.024700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:4fdeb555b05a7e906b7fd9b92eae6b7daf512f95f4b962950b4459b244f07d0f

Observation 89863a4d-3e35-451c-8d62-5fc1d4712425 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:29.996362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:601b07ddc4d06a578372968d81f49a8f6113ffbeefc71aca1e73bc3ea0baa3f0

Observation 9b1383a2-84d8-49df-b991-0d4fcc634e02 · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.036054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:6a47565b8ace13f9d5cdc02990b65cb4b1d21b4899d020f3d0d84980e41d46d5

Observation 636c1c12-466e-4f41-b174-18aa50ca33eb · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.053570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:a9a0b6e88b748089d0e691b54e22a99fc82f6441077b90c67ffffb24d4b3255a

Observation 11fd4ad7-886e-492b-9e30-d28d7a7d294d · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.026664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:d637973e247eafb32e11894823db2202c68e4095947b0b4f40ee5c9ccde88653

Observation 2065f4e1-d6a6-470c-82ce-5ccda505957a · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.041341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:31f25b84c8b5e9c631d59aa9a54ac3e6257748126557bd350e68a2f6ad85f413

Observation 50b569c1-aea1-4084-b481-4366f0f24f1b · outbound

This paper cites an unresolved cited work.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-20T13:23:30.034242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:fe7a9cd3d8bc688f7b63e1dcfdd6f7ce2ba657c5e8043f6e3d24797efd27e34e

Observation ae3bcb00-336e-46c6-8872-0a64294822bf · outbound

This paper cites The Dark Z and Charged Higgs Decay.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective The Dark Z and Charged Higgs Decay

Reference 63

Resolution
malformed identifier
local_arxiv, observed 2026-05-20T11:38:14.568932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T11:35:23.892275Z digest=sha256:9a967557647ce9e72661a5af3088ecf5962160a8e879b1ae43dcdd7a1e6db829

Pith citing papers

Observation 1e029189-32f4-4263-bc74-deee3449db26 · 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 EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-02T21:17:25.243857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T19:47:08.844690Z digest=sha256:bb5778220681914fe65caf389dee5bba4d55de5c82fcc9595e5dd60fbbecb1a4

Observation 2bb9a7d1-5195-4c82-a68e-c33dac1efcf7 · 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 EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-07-03T17:28:44.782373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-27T04:02:58.743426Z digest=sha256:aab6fb25ee65d3a8a5dcde814b8d99627b0cf3958fb21880ff56d28a30f2a1a0