NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability | Paper Citation Record

Observation f2365ac7-5c7a-48f6-a154-c935e7145749 · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

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Observation 9d562fc6-f1d2-4529-a5c1-3986490b3bd7 · outbound

This paper cites Classification Problem Solving.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Classification Problem Solving

Reference 2

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability , title =

Reference 3

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Observation a9837fa9-a03f-450e-9dd2-870b6567c7b0 · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

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This paper cites Clancey and Glenn Rennels , abstract =.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Clancey and Glenn Rennels , abstract =

Reference 5

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This paper cites and Rennels, Glenn R.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability and Rennels, Glenn R

Reference 6

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Observation fd544bc1-ecaf-403d-9bdd-8ee3b0a91499 · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Poligon: A System for Parallel Problem Solving

Reference 7

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Observation b4c88cd2-bb6f-4407-8d61-ad5467a7863f · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

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Observation f19635b8-0619-4339-a32f-f64ecabf1d1c · outbound

This paper cites The Engineering of Qualitative Models.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Engineering of Qualitative Models

Reference 9

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability 2023 , eprint=

Reference 10

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This paper cites Pluto: The 'Other' Red Planet.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Pluto: The 'Other' Red Planet

Reference 11

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This paper cites Advances in neural information processing systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in neural information processing systems , volume=

Reference 12

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Observation 399d623b-12fc-406a-b173-7b470cdb713a · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 13

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Observation 03686e7a-0366-405a-bcc1-af840b9802ed · outbound

This paper cites Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents

Reference 14

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Observation 4d543068-4bf1-4927-a31e-512178265d94 · outbound

This paper cites Self-Reflection in LLM Agents: Effects on Problem-Solving Performance.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Self-Reflection in LLM Agents: Effects on Problem-Solving Performance

Reference 15

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This paper cites From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future

Reference 16

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This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 17

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Observation 588b67c6-76c6-43b7-895b-e0cd833a2c5c · outbound

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

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 18

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Observation df54f683-8f47-4790-897c-59df4a87906d · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in Neural Information Processing Systems , volume=

Reference 19

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This paper cites Advances in neural information processing systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in neural information processing systems , volume=

Reference 20

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Observation 303ee47c-8b6c-4f19-aca6-5f791664b8bc · outbound

This paper cites AgentGym: Evolving Large Language Model-based Agents across Diverse Environments.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Reference 21

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The eleventh international conference on learning representations , year=

Reference 22

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This paper cites NeurIPS Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning , year=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability NeurIPS Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning , year=

Reference 23

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Observation b7bebb30-45f0-4fc8-be87-197a30fa64a1 · outbound

This paper cites ACON: Optimizing Context Compression for Long-horizon LLM Agents.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability ACON: Optimizing Context Compression for Long-horizon LLM Agents

Reference 24

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability 2025 , publisher=

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This paper cites Advances in neural information processing systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in neural information processing systems , volume=

Reference 26

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 27

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This paper cites Advances in Neural Information Processing Systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in Neural Information Processing Systems , volume=

Reference 28

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability , author=

Reference 29

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Journal of artificial intelligence research , volume=

Reference 30

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Machine Learning and Knowledge Extraction , volume=

Reference 31

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability arXiv preprint arXiv:2511.07327 , year=

Reference 32

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability arXiv preprint arXiv:2510.06727 , year=

Reference 33

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability NeurIPS Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning , year=

Reference 34

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Thirteenth International Conference on Learning Representations , year=

Reference 35

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 36

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning

Reference 37

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 38

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 39

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Group-in-Group Policy Optimization for LLM Agent Training

Reference 40

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , pages=

Reference 41

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability International Conference on Machine Learning , pages=

Reference 42

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Transactions on Machine Learning Research , year=

Reference 43

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Journal of the Royal Statistical Society Series B: Statistical Methodology , volume=

Reference 44

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Biometrika , volume=

Reference 45

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability International conference on artificial intelligence and statistics , pages=

Reference 46

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Data-driven Sequential Monte Carlo in Probabilistic Programming

Reference 47

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Sequential Monte Carlo methods in practice , pages=

Reference 48

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability 2020 , publisher=

Reference 49

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability , author=

Reference 50

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 2018 international conference on management of data , pages=

Reference 51

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Big Data and Cognitive Computing , volume=

Reference 52

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in neural information processing systems , volume=

Reference 53

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability International Conference on Machine Learning , pages=

Reference 54

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Thirteenth International Conference on Learning Representations , year=

Reference 55

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This paper cites Advances in neural information processing systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in neural information processing systems , volume=

Reference 56

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Observation 7476fc6d-e760-4d6b-9038-bc555145bc4e · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability ACM Transactions on Intelligent Systems and Technology , year=

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.948245Z

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Observation c84125e7-c185-446a-877c-6374e1beaf93 · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Reasoning Models Can Be Effective Without Thinking

Reference 58

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Observation 81cc2e05-00bb-4006-b3aa-68708cd266a4 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.932768Z

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Observation c63a16c6-d13e-4576-8264-d7ceb57db401 · outbound

This paper cites On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.697811Z

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Unavailable: canonical work link unavailable.

Observation 84015d9c-7447-4db7-88e6-b3768e1faafb · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.916985Z

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Observation f8900606-bcef-415b-ab27-00dbdcdac4e5 · outbound

This paper cites A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability A Survey of Process Reward Models: From Outcome Signals to Process Supervisions for Large Language Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.708873Z

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Unavailable: canonical work link unavailable.

Observation 8a4938f7-aee2-4f10-9c3e-e240a02c2301 · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Thirteenth International Conference on Learning Representations , year=

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.901614Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 002f8b70-fc57-4cb8-846f-f7522ae78b2a · outbound

This paper cites International Conference on Learning Representations , year=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability International Conference on Learning Representations , year=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.720473Z

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Unavailable: canonical work link unavailable.

Observation 4d2b27f9-601d-4fe0-97ac-1bff7f26af8b · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 61st annual meeting of the association for computational linguistics (volume 1: long papers) , pages=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.726274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21387f4d-a840-4272-81ea-e343659d0776 · outbound

This paper cites Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , pages=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.732524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3ab7e2e-ab6d-43f0-9053-6bb60e88e407 · outbound

This paper cites OpenAI GPT-5 System Card.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability OpenAI GPT-5 System Card

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.737412Z

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Unavailable: canonical work link unavailable.

Observation 64287159-2583-46d7-be65-42a100e70e4c · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the First Workshop on Neural Machine Translation , pages=

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.857903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9faf7fe-5da9-4d52-8d4b-e0f14bc4b98f · outbound

This paper cites International Conference on Learning Representations , year=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability International Conference on Learning Representations , year=

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.842607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ea176846-c034-49d5-9cc3-0a154f15d3c7 · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.826857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation de593a4a-0db1-4b03-8a31-161e91b9a19c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in Neural Information Processing Systems , volume=

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.810391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 27ab0e4f-98bc-4231-8255-bb3613cccd8b · outbound

This paper cites Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.766222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f23081e-4e7f-45b1-a9f1-b3aee68598e2 · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Advances in Neural Information Processing Systems , volume=

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.771656Z

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Unavailable: canonical work link unavailable.

Observation 4b5c01df-2dd9-4603-86d0-55158cc0f48f · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.785275Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4cf38057-a1e9-40ac-9792-37d900553d7d · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.769888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e51fb038-841b-43fe-a4d1-469f49ce2b1f · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Fourteenth International Conference on Learning Representations , year=

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T04:24:57.753873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d4112549-9cbd-4c06-a3d8-7dad7d3be559 · outbound

This paper cites gradient descent.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability gradient descent

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.792370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59915549-930f-4a62-a23d-4daaebd185b4 · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.797548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c164ba-ef91-4874-b2b3-b13a87bbadec · outbound

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NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability 2011 , publisher=

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.803316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f503623-8b8d-4a1c-9dfa-722d4ae349e3 · outbound

This paper cites The Llama 3 Herd of Models.

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability The Llama 3 Herd of Models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-05T04:24:56.807886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Outbound references

Pith citing papers