Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T16:53:49.246174Z
Paper Citation Record · LEDGER
As of 2 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2605.03312.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T16:53:49.246174Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-09T00:00:16.332534Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T00:05:48.065501Z
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7aee0514-6275-44dc-88d2-87b5893aa5fd · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f205363c-05d6-4879-97e7-b2fc74618609 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Introducing the next generation of Claude.Anthropic Blog
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 27265564-e64f-4d0a-a3d1-36a3d0e4db9e · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Self-RAG: Learning to retrieve, generate, and critique through self-reflection
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation afe234ce-0949-42cf-83b8-30ae63c434ad · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents LongBench: A bilingual, multitask benchmark for long context understanding
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 4f2f9574-70f9-4e79-9ea8-1871c323d22f · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Longformer: The Long-Document Transformer
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 89586d6b-73e7-49fc-8224-20ea735c9663 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 712105c2-4d4a-43d7-8876-f74a57c9ae7c · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8414026b-26b6-48f3-8780-ae01a8873a9d · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 4d4cee7b-f818-46d9-ba10-18d2048d8944 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Fu, Stefano Ermon, Atri Rudra, and Christopher Ré
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8980f694-0868-48f2-97c3-d6a9772a3042 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 14facbb9-a96a-47e6-b860-a8511f9dced9 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 30d64b2e-57e6-4234-9157-2a574ea8fb8e · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Tool preferences in agentic LLMs are unreliable
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9d34048d-abc3-4edb-9ead-6763febfea3f · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Gemma 3 Technical Report
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 93ecb1b8-ea0f-42c8-b8d0-b06d2a6efa89 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Gemini: A Family of Highly Capable Multimodal Models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9f24f6e7-d77e-46ac-a14c-af40297cf441 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents The Llama 3 Herd of Models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 05a84424-8db9-4b6e-820a-4a8c95f97b74 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents REALM: Retrieval-augmented language model pre-training
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 5e271c15-41b3-4fc4-8572-51802c9be218 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Unsupervised Dense Information Retrieval with Contrastive Learning
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 7808892a-3bad-404e-95e9-9f6489dca3dd · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Leveraging passage retrieval with generative models for open domain question answering
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 7049617a-223a-499c-85c1-b0e606c0c326 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents LongLLMLingua: Accelerating and enhancing LLMs in long context scenarios via prompt compression
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation af22d9c3-a424-43e2-865e-8d6fde01b7e2 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 93bcb212-6b89-46c8-91b8-e6ceea2c188d · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Dense passage retrieval for open-domain question answering
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f815d1a7-82a9-4409-b309-9ade6e0bca8e · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 85360f87-d15e-4622-8840-3d5753507ab0 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation e245aeca-0852-44c5-b129-880a019248c2 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f736bbfa-2519-499d-b95a-0dad06ce0850 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Evaluating very long-term conversational memory of LLM agents
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0fd45fc4-4364-4249-9c53-50d51621595c · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Query routing for homogeneous tools: An instantiation in the RAG scenario
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 10b06da6-4a3c-41d6-a23f-5fc7d937769f · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents RouteLLM: Learning to Route LLMs with Preference Data
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f285568b-5805-44dc-9ec7-bbdaab90d360 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents GPT-4o mini: Advancing cost-efficient intelligence.OpenAI Blog
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 88419d75-5f0d-459c-b22c-28a94fc1a086 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents GPT-4o System Card
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation e740e2f2-a027-4b09-9d97-2b3d699dee35 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents MemGPT: Towards LLMs as Operating Systems
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 78d4b9f3-42b1-4679-aac6-58b3b257a9c4 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Vicky Zhao, Lili Qiu, and Dongmei Zhang
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 7900c3d0-6a20-4fe0-8491-3c94711cde3f · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents O’Brien, Carrie J
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 1b0cd608-f0b6-4f77-8459-ab4ed7dcf4be · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Engram: Effective, lightweight memory orchestration for conversational agents
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 08461ad5-8cbd-4354-9c1c-774d504c3d52 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Gorilla: Large Language Model Connected with Massive APIs
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b7be82dd-6ed2-4085-b990-39aae33e55e1 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Qwen3 Technical Report
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 600c42ba-ec66-4eec-97b6-c6b19dfe7151 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Zep: A Temporal Knowledge Graph Architecture for Agent Memory
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 9788e6a9-8312-440a-b2d3-0e006353037f · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents System-1.x: Learning to Balance Fast and Slow Planning with Language Models
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 8723db5a-1205-4baa-b31d-5d343dcec523 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents ColBERTv2: Effective and efficient retrieval via lightweight late interaction
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 689a91df-206e-4427-b0a3-2da77c006858 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 1f74a4f5-f456-4e2a-8948-f11c1f0bb745 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Toolformer: Language Models Can Teach Themselves to Use Tools
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f0c47b13-3fd3-4e0d-ad46-5f699dcd85c8 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 0911fbdc-8cf0-4b94-97ae-46526865d969 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b753fd76-2c79-4ae6-837c-5cc7c6a962ae · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation e060c3ab-ddab-41b3-8953-4b833e1cd4f9 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation c288541d-dd73-498f-9992-c45529eb486e · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Corrective Retrieval Augmented Generation
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 723c395e-660a-4cb0-ac8f-cb7e3be13b7d · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents ReAct: Synergizing reasoning and acting in language models
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation f56b13bc-e113-4141-a0ca-b7c4b5678e59 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation b57f1bf3-0959-4be2-8e05-810fb01432ae · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Big bird: Transformers for longer sequences
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 87d16640-6076-4f93-81bc-7ca063b7b2ec · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents RAFT: Adapting Language Model to Domain Specific RAG
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation cd9247d1-c406-4048-9176-c1056963c575 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents H2O: Heavy-hitter oracle for efficient generative inference of large language models
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation afa8906e-e503-433d-94a1-f6489127ded7 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, and Graham Neubig
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 40061929-31f7-4d0d-914f-a6a356cf672d · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Revisiting pruning vs quantization for small language models.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 12055–12070
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 00bf43ea-8607-48ca-9ce2-1bc03dcc4ef3 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation ecdf0ffd-572b-40e8-8052-ae1196b097c7 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents not found
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation 3aa063f9-f167-4409-8ef8-45f57ddd4524 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents 5”,“21 days
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation abec116a-1eef-4faa-a3bd-a7860aaea690 · outbound
MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents Session depth
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.
Observation bb52fe2e-9b68-4d82-b320-61cf94259c91 · inbound
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.