Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:16:56.542269Z
Paper Citation Record · LEDGER
Neuro-Symbolic AI in 2024: A Systematic Review
As of 17 August 2026, this Paper Citation Record lists 100 of 180 outbound references and 13 inbound Pith citation observations for arXiv:2501.05435.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:51:04.515021Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
100 of 180 outbound references displayed
- verified exact11
- verified fuzzy0
- unresolved83
- parse uncertain0
- malformed identifier6
- metadata mismatch0
External citation measurements
16
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 9945f977-5f5d-4bb8-a789-c45719561340 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.099534Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3022dc9-2127-4a88-8f4d-ddff6cc61489 · outbound
This paper cites Dingli, Neuro-symbolic ai, 2023.
Neuro-Symbolic AI in 2024: A Systematic Review Dingli, Neuro-symbolic ai, 2023
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.104116Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 664d4c23-9fe4-47cd-b19b-54643fbcc86a · outbound
This paper cites LeCun, A path towards autonomous machine intelligence, OpenReview Archive (2022).
Neuro-Symbolic AI in 2024: A Systematic Review LeCun, A path towards autonomous machine intelligence, OpenReview Archive (2022)
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.108083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 422d0798-e78c-4d47-bb6a-c53a16888d48 · outbound
This paper cites Marcus, Rebooting ai, 2019.
Neuro-Symbolic AI in 2024: A Systematic Review Marcus, Rebooting ai, 2019
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.112276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c21353a-41af-43cc-acfb-590987fc19e5 · outbound
This paper cites Winograd, Procedures as a Representation for Data in a Computer Program for Understanding Natural Language, AI Technical Report AITR-235, 1971.
Neuro-Symbolic AI in 2024: A Systematic Review Winograd, Procedures as a Representation for Data in a Computer Program for Understanding Natural Language, AI Technical Report AITR-235, 1971
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.116205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffa1f982-07eb-4184-bf17-5dc79ab2f6af · outbound
This paper cites Weizenbaum, Eliza—a computer program for the study of natural language communication between man and machine, Communications of the ACM 9 (1966) 36–45.
Neuro-Symbolic AI in 2024: A Systematic Review Weizenbaum, Eliza—a computer program for the study of natural language communication between man and machine, Communications of the ACM 9 (1966) 36–45
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.120345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5ef5338-3520-47e0-ad7a-93386e1c3fb0 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.124493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 700875a9-cd76-4fc3-8445-5ba18f9350a0 · outbound
This paper cites van Melle, Mycin: a knowledge-based consultation program for infectious disease diagnosis, International Journal of Man-Machine Studies 10 (1978) 313–322.
Neuro-Symbolic AI in 2024: A Systematic Review van Melle, Mycin: a knowledge-based consultation program for infectious disease diagnosis, International Journal of Man-Machine Studies 10 (1978) 313–322
Reference 8
- Resolution
- verified exact
- doi, observed 2026-08-10T21:16:57.591257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0ef471e4-c212-4ac8-a346-7b03b918cd61 · outbound
This paper cites ConceptNet 5.5: An Open Multilingual Graph of General Knowledge.
Neuro-Symbolic AI in 2024: A Systematic Review ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.132369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7444bd05-e139-41cb-98b3-a7d5e2087b0d · outbound
This paper cites Getting from Generative AI to Trustworthy AI: What LLMs might learn from Cyc.
Neuro-Symbolic AI in 2024: A Systematic Review Getting from Generative AI to Trustworthy AI: What LLMs might learn from Cyc
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.136687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bf0a947-4d24-4725-a455-244797940f29 · outbound
This paper cites Edelkamp, M.
Neuro-Symbolic AI in 2024: A Systematic Review Edelkamp, M
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.140836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7d05772-a83f-404a-874a-1e77c5435f12 · outbound
This paper cites Rosenblatt, The perceptron: A probabilistic model for information storage and organization in the brain., Psychological Review 65 (1958) 386–408.
Neuro-Symbolic AI in 2024: A Systematic Review Rosenblatt, The perceptron: A probabilistic model for information storage and organization in the brain., Psychological Review 65 (1958) 386–408
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.144625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f419104-64e8-430c-8cba-957cec91007c · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.148441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d133eb2-c314-48a6-85e1-099a0b21cfbb · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.152587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34b60164-c8f9-4ced-b621-3073d4883912 · outbound
This paper cites Vaswani, N.
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.156511Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a9fb79a-bc58-4fb8-b502-220d0d2ac89d · outbound
This paper cites You Only Look Once: Unified, Real-Time Object Detection.
Neuro-Symbolic AI in 2024: A Systematic Review You Only Look Once: Unified, Real-Time Object Detection
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.164418Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1520218f-b7bf-49df-9035-d0f403fdc499 · outbound
This paper cites Zero-Shot Text-to-Image Generation.
Neuro-Symbolic AI in 2024: A Systematic Review Zero-Shot Text-to-Image Generation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.168596Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d73d09fd-2b12-4ec6-8dd1-163b695af751 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.172995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 044fc33a-8209-434e-95f3-e7bc9c6226e4 · outbound
This paper cites Kahneman, Thinking, Fast and Slow, Farrar, Straus and Giroux, 2011.
Neuro-Symbolic AI in 2024: A Systematic Review Kahneman, Thinking, Fast and Slow, Farrar, Straus and Giroux, 2011
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.176636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f689e74-b22c-46a1-b64f-11945d151d59 · outbound
This paper cites Neurosymbolic AI and its Taxonomy: a survey.
Neuro-Symbolic AI in 2024: A Systematic Review Neurosymbolic AI and its Taxonomy: a survey
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.180733Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06bd30bc-973f-4c5a-b301-b69f4344c0b7 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.185247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e25a3eba-5fee-48fc-8346-2e700299f81b · outbound
This paper cites Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI.
Neuro-Symbolic AI in 2024: A Systematic Review Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.189362Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83b8b865-c412-4533-8aef-a936f7300f0b · outbound
This paper cites Marra, S.
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.193897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faf30275-8622-4fe0-bd9b-30cb6bab0996 · outbound
This paper cites Michel-Deletie, M.
Neuro-Symbolic AI in 2024: A Systematic Review Michel-Deletie, M
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.197931Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de9cdc72-94e9-4566-aed2-9a25e4c9a215 · outbound
This paper cites Survey on Applications of Neurosymbolic Artificial Intelligence.
Neuro-Symbolic AI in 2024: A Systematic Review Survey on Applications of Neurosymbolic Artificial Intelligence
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T21:16:57.476823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cef07dd8-d417-4c77-b444-7530bc14f583 · outbound
This paper cites Hitzler, M.
Reference 26
- Resolution
- verified exact
- doi, observed 2026-08-10T21:16:57.462362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9c456a77-565f-40ad-9edd-72aba68830be · outbound
This paper cites Hitzler, M.
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.211509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a1ec17c-a921-4892-b518-ebab030fab7e · outbound
This paper cites Shakarian, C.
Neuro-Symbolic AI in 2024: A Systematic Review Shakarian, C
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.220973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f19420f4-57d4-48f1-855e-a658007c0f54 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.226354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa809c69-ded9-4284-90b5-149972978f38 · outbound
This paper cites Large Language Models Are Neurosymbolic Reasoners.
Neuro-Symbolic AI in 2024: A Systematic Review Large Language Models Are Neurosymbolic Reasoners
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.231362Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41733744-65d1-48ce-b5e5-d2d590f429c1 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 31
- Resolution
- verified exact
- doi, observed 2026-08-10T21:16:57.443387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 005f5bf5-8665-4c09-9648-fbaf55bb6bca · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.240702Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fca7edf4-7c94-43ed-b91d-639648ca9552 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.244726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86d65162-799d-4152-a882-949eda08d984 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.249074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6c9048a-0b84-4e54-9194-a1b4bda8fabc · outbound
This paper cites Neuro-Symbolic Forward Reasoning.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-Symbolic Forward Reasoning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.254190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4b95e91-8468-45a9-8542-71e8f50c7f98 · outbound
This paper cites Logical Credal Networks.
Neuro-Symbolic AI in 2024: A Systematic Review Logical Credal Networks
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T21:16:57.430998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7809bd5e-cf7f-45a6-8801-bc77c6268663 · outbound
This paper cites Ciatto, R.
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.262542Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f2210cb-9c3f-4a46-80c6-554edc41238c · outbound
This paper cites Semantic Strengthening of Neuro-Symbolic Learning.
Neuro-Symbolic AI in 2024: A Systematic Review Semantic Strengthening of Neuro-Symbolic Learning
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.266371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 776f25bf-aa9f-457e-80f8-0037975b7d94 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.270195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6d86ad1-d597-445c-9dbe-685b1de12b4e · outbound
This paper cites Leveraging Abstract Meaning Representation for Knowledge Base Question Answering.
Neuro-Symbolic AI in 2024: A Systematic Review Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.274663Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0cfd6e0-44ff-424c-8e5c-5e993f9af8e5 · outbound
This paper cites Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces.
Neuro-Symbolic AI in 2024: A Systematic Review Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces
Reference 41
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.279079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebb62780-02f1-4758-a4d6-427879aa6718 · outbound
This paper cites Behavior Cloned Transformers are Neurosymbolic Reasoners.
Neuro-Symbolic AI in 2024: A Systematic Review Behavior Cloned Transformers are Neurosymbolic Reasoners
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.283415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f37a22a-5ace-4fff-918e-d0fd5f726857 · outbound
This paper cites Conversational Neuro-Symbolic Commonsense Reasoning.
Neuro-Symbolic AI in 2024: A Systematic Review Conversational Neuro-Symbolic Commonsense Reasoning
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.287818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ced6289-be29-450a-b649-348e4829632f · outbound
This paper cites Neuro-symbolic Commonsense Social Reasoning.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-symbolic Commonsense Social Reasoning
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.292199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af3fc6b0-b7ca-44af-875e-38d99b78db49 · outbound
This paper cites CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks.
Neuro-Symbolic AI in 2024: A Systematic Review CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.296866Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e98bd4b-1c4b-4b46-a5c1-aace0033bece · outbound
This paper cites LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers.
Neuro-Symbolic AI in 2024: A Systematic Review LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.301547Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44f66278-e6d7-40b4-87cb-2c160c08340c · outbound
This paper cites Prentzas, I.
Neuro-Symbolic AI in 2024: A Systematic Review Prentzas, I
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.305971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad3c8c8f-e3ae-415d-8488-146dce98287c · outbound
This paper cites Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought.
Neuro-Symbolic AI in 2024: A Systematic Review Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.310095Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04245e02-10d3-48a4-89f7-7d982d8853b5 · outbound
This paper cites Safe Neurosymbolic Learning with Differentiable Symbolic Execution.
Neuro-Symbolic AI in 2024: A Systematic Review Safe Neurosymbolic Learning with Differentiable Symbolic Execution
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.315358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a64eb689-da46-47e5-a28f-12df296cd87e · outbound
This paper cites Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.320490Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 645378c8-0df9-491d-a31e-581bc362cc6b · outbound
This paper cites PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Grounding.
Neuro-Symbolic AI in 2024: A Systematic Review PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Grounding
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.325177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28056ec6-04e4-41ed-b46d-9afc6c70dafb · outbound
This paper cites Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering.
Neuro-Symbolic AI in 2024: A Systematic Review Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.329406Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2c62ceb-bbfa-4b2e-b2bf-d4a6a9c52689 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.333407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06ae6b16-3021-4f83-9928-d4033ee6e03f · outbound
This paper cites Chaudhury, P.
Neuro-Symbolic AI in 2024: A Systematic Review Chaudhury, P
Reference 54
- Resolution
- verified exact
- doi, observed 2026-08-10T21:16:57.381157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e75c53ed-99bf-4a67-b935-dabde8d15cc4 · outbound
This paper cites GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs.
Neuro-Symbolic AI in 2024: A Systematic Review GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.341665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00ce037d-52b7-4ec6-ada7-47830e26718d · outbound
This paper cites Chitnis, T.
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.346364Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c80eacc-63de-4d53-a634-2dc7d0999167 · outbound
This paper cites Learning Neuro-Symbolic Relational Transition Models for Bilevel Planning.
Neuro-Symbolic AI in 2024: A Systematic Review Learning Neuro-Symbolic Relational Transition Models for Bilevel Planning
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.355456Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4870203d-22d5-44f0-976d-ed2df739ce07 · outbound
This paper cites Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.359714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29ef87a8-aeb9-44d2-b328-3859e57514ba · outbound
This paper cites Hazra, B.
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.367830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 792b529f-fd0a-4c9d-ac8a-bd9edc8bd02d · outbound
This paper cites Deep Explainable Relational Reinforcement Learning: A Neuro-Symbolic Approach.
Neuro-Symbolic AI in 2024: A Systematic Review Deep Explainable Relational Reinforcement Learning: A Neuro-Symbolic Approach
Reference 61
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.372143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dff618bf-6bff-41f3-b50e-fe9a982cc17f · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.376145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78a3cebb-f3a9-4bc4-b24e-a0f95b67f89c · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.379944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be5ed4e4-3b83-461c-a53c-5d78b2c23144 · outbound
This paper cites Neuro-Symbolic Reinforcement Learning with First-Order Logic.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-Symbolic Reinforcement Learning with First-Order Logic
Reference 64
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T21:16:57.370483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation afe9b256-e27d-41d8-8b3c-c741c7156848 · outbound
This paper cites Kimura, S.
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.388057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74876f4e-ed57-403f-a4c7-36b632e137e3 · outbound
This paper cites A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference.
Neuro-Symbolic AI in 2024: A Systematic Review A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.392055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be089e8a-d561-4ede-ae22-9e3ea7b7a9a7 · outbound
This paper cites Mghames, L.
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.395778Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8fd3ab7-3d0a-4d18-af6a-b0150a424267 · outbound
This paper cites Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines.
Neuro-Symbolic AI in 2024: A Systematic Review Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
Reference 68
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T21:16:57.347123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 38dd2eeb-6e61-4374-accb-9f3e77c54d13 · outbound
This paper cites Nguyen, K.
Reference 69
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.404228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc462f0d-0ea3-4965-bcf0-d0f04957c11d · outbound
This paper cites TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning.
Neuro-Symbolic AI in 2024: A Systematic Review TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.408367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34a70cda-0170-47b1-9d19-929b4b2967ee · outbound
This paper cites Sanyal, R.
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.412728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4922c95-f744-4606-9af7-1d94f9d06859 · outbound
This paper cites Sharifi, M.
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.416586Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d9107b9-1f86-4047-baec-e1d9e7a550d0 · outbound
This paper cites Learning Neuro-Symbolic Skills for Bilevel Planning.
Neuro-Symbolic AI in 2024: A Systematic Review Learning Neuro-Symbolic Skills for Bilevel Planning
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.420230Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d70d887-e31b-4293-910b-e23dec3ea519 · outbound
This paper cites ScienceWorld: Is your Agent Smarter than a 5th Grader?.
Neuro-Symbolic AI in 2024: A Systematic Review ScienceWorld: Is your Agent Smarter than a 5th Grader?
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.425036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c876bd9-13e6-4b44-b3c0-2461ab3c5ddd · outbound
This paper cites DeepStochLog: Neural Stochastic Logic Programming.
Neuro-Symbolic AI in 2024: A Systematic Review DeepStochLog: Neural Stochastic Logic Programming
Reference 75
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T21:16:57.319090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4eff1c60-15c9-4c3f-92e0-8b3f71ed8124 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.433257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7a26c0b-93c6-4b8f-b298-f1ae5ed7ac55 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.437156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 321c8b84-1bc1-49f4-a57f-316abddb6de2 · outbound
This paper cites Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.440927Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 885fd118-27a7-4433-a4e8-a5e7c58ef173 · outbound
This paper cites Badreddine, A.
Neuro-Symbolic AI in 2024: A Systematic Review Badreddine, A
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.445348Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 844e4052-a1e5-411d-b685-fb153b7f1c10 · outbound
This paper cites Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning.
Neuro-Symbolic AI in 2024: A Systematic Review Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning
Reference 80
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.449816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53bac139-40fe-48ec-aeef-7b8c0691aea3 · outbound
This paper cites Zero-shot Sequential Neuro-symbolic Reasoning for Automatically Generating Architecture Schematic Designs.
Neuro-Symbolic AI in 2024: A Systematic Review Zero-shot Sequential Neuro-symbolic Reasoning for Automatically Generating Architecture Schematic Designs
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.453914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8436239e-3770-4997-81ef-abc21344a8f5 · outbound
This paper cites Potteiger, X.
Neuro-Symbolic AI in 2024: A Systematic Review Potteiger, X
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.458159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b604161-f8e6-49fa-a6ea-1de8abcfcbea · outbound
This paper cites Analyzing Commonsense Emergence in Few-shot Knowledge Models.
Neuro-Symbolic AI in 2024: A Systematic Review Analyzing Commonsense Emergence in Few-shot Knowledge Models
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.466229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae300bda-965d-45f9-b9a7-563a6b83024e · outbound
This paper cites Learning Task-General Representations with Generative Neuro-Symbolic Modeling.
Neuro-Symbolic AI in 2024: A Systematic Review Learning Task-General Representations with Generative Neuro-Symbolic Modeling
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.470135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81bb7b8b-911a-4967-b752-9bed2f7d6565 · outbound
This paper cites Gholipour Ghalandari, C.
Neuro-Symbolic AI in 2024: A Systematic Review Gholipour Ghalandari, C
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.473907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c508848-0d88-4c59-91e3-5030cfdf07e4 · outbound
This paper cites Gomaa, M.
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.477521Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48cd6a8b-7619-48b5-ae9f-4c28b014dbb7 · outbound
This paper cites LinkBERT: Pretraining Language Models with Document Links.
Neuro-Symbolic AI in 2024: A Systematic Review LinkBERT: Pretraining Language Models with Document Links
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.481218Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86cd8c66-3c5b-4c87-8959-66a974af5891 · outbound
This paper cites Unsupervised Learning of Neurosymbolic Encoders.
Neuro-Symbolic AI in 2024: A Systematic Review Unsupervised Learning of Neurosymbolic Encoders
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.485098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf63932b-1c51-439e-8b67-90bea4b50d38 · outbound
This paper cites Compositional diversity in visual concept learning.
Neuro-Symbolic AI in 2024: A Systematic Review Compositional diversity in visual concept learning
Reference 90
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T21:16:57.275630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 41683e36-db2a-449a-8021-3e18846b4e7f · outbound
This paper cites Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$.
Neuro-Symbolic AI in 2024: A Systematic Review Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.493273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6caeb6c4-8167-4743-bd97-d8cee6027649 · outbound
This paper cites Fabiano, V.
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.497336Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c17822eb-2642-4fcb-9e16-2d92d1ee1f67 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.500914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b05c43f9-1586-472b-b598-0fc8626be1d7 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.504367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c5cfc3f-b550-4ac4-8bbe-5ccdda740c11 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.508455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc5f54f5-cdf3-4aee-be71-1b173f18bd00 · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 96
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.511981Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af12e091-67fc-42ee-b395-a7a0aa004951 · outbound
This paper cites Knowles, M.
Reference 97
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.515707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45d744d0-ecca-4cd8-8f05-4d164ae07787 · outbound
This paper cites WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation.
Neuro-Symbolic AI in 2024: A Systematic Review WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
Reference 99
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.524053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dce2971c-3cd2-467f-83c3-ad129b3cebda · outbound
This paper cites an unresolved cited work.
Neuro-Symbolic AI in 2024: A Systematic Review Unresolved cited work
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.528482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a749b84-2558-467d-a49d-6b713c287659 · outbound
This paper cites Smirnova, J.
Neuro-Symbolic AI in 2024: A Systematic Review Smirnova, J
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.533010Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6862400a-c1c1-4639-b10b-80045e047b8e · outbound
This paper cites Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Neuro-Symbolic AI in 2024: A Systematic Review Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Reference 102
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:16:56.537564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95f37bec-30d3-4866-aeca-40d6f43d780f · outbound
This paper cites Sukhbaatar, D.
Neuro-Symbolic AI in 2024: A Systematic Review Sukhbaatar, D
Reference 103
- Resolution
- verified exact
- doi, observed 2026-08-10T21:16:57.217567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation 10f7e15f-cf91-4f33-a823-a70d3c96b598 · inbound
Neuro-Symbolic AI in 2024: A Systematic Review cites this paper.
Neuro-Symbolic AI in 2024: A Systematic Review Neuro-Symbolic AI in 2024: A Systematic Review
Reference 178
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T21:16:56.844686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 530b6cc0-4242-459e-acfc-255a3385c88c · inbound
The Rise of Small Language Models in Healthcare: A Comprehensive Survey cites this paper.
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Neuro-Symbolic AI in 2024: A Systematic Review
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:51:04.515021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5397e059-38be-443e-8a62-a64274b2bcfa · inbound
On the Parallels Between Evolutionary Theory and the State of AI cites this paper.
On the Parallels Between Evolutionary Theory and the State of AI Neuro-Symbolic AI in 2024: A Systematic Review
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:46:08.541733Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83f6cdc8-52bd-44fc-a165-6a917520c462 · inbound
Evolutionary Developmental Biology Can Serve as the Conceptual Foundation for a New Design Paradigm in Artificial Intelligence cites this paper.
Evolutionary Developmental Biology Can Serve as the Conceptual Foundation for a New Design Paradigm in Artificial Intelligence Neuro-Symbolic AI in 2024: A Systematic Review
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:43:56.572548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ac82d4a-8628-43b1-aba0-c1e477e1ed12 · inbound
Evolution, Future of AI, and Singularity cites this paper.
Evolution, Future of AI, and Singularity Neuro-Symbolic AI in 2024: A Systematic Review
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:49:20.716026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26344ec5-300e-4115-bc00-626b7bfcdced · inbound
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs cites this paper.
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs Neuro-Symbolic AI in 2024: A Systematic Review
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:26:15.713094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e129920a-ecbd-42c1-8b20-587078f8c1a9 · inbound
Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities cites this paper.
Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities Neuro-Symbolic AI in 2024: A Systematic Review
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:06:42.945639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c9a36edc-e292-406b-8063-1fde72b6388b · inbound
Neuro-Symbolic Control with Large Language Models for Language-Guided Spatial Tasks cites this paper.
Neuro-Symbolic Control with Large Language Models for Language-Guided Spatial Tasks Neuro-Symbolic AI in 2024: A Systematic Review
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T21:21:17.288684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 309a0f4d-5f9a-48af-a5bb-ff322bbfb00c · inbound
Autonomous Business System via Neuro-symbolic AI cites this paper.
Autonomous Business System via Neuro-symbolic AI Neuro-Symbolic AI in 2024: A Systematic Review
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T12:47:53.410661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 559c3787-f1a1-4f1a-a94f-63e296fc7e59 · inbound
Homoglyph-based Adversarial Perturbation of Introductory Computer Science Theory Problems cites this paper.
Homoglyph-based Adversarial Perturbation of Introductory Computer Science Theory Problems Neuro-Symbolic AI in 2024: A Systematic Review
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T01:39:22.952880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 12c8263d-f15b-4c48-8e99-d4f86b549dd1 · inbound
Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda cites this paper.
Neuro-Symbolic Agents for Regulated Process Automation: Challenges and Research Agenda Neuro-Symbolic AI in 2024: A Systematic Review
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T14:08:22.019475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5b5586f1-c97f-473f-9d88-0ed8a9de2c4a · inbound
The Almost Intelligent Revolution: Options for Scaling Up Deliberation and Empowering People with AI cites this paper.
The Almost Intelligent Revolution: Options for Scaling Up Deliberation and Empowering People with AI Neuro-Symbolic AI in 2024: A Systematic Review
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T03:39:31.119559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cddfe28c-ac37-4ad4-9683-2f264ee568de · inbound
SGA: Plug&Play Geometric Verification for Educational Video Synthesis cites this paper.
SGA: Plug&Play Geometric Verification for Educational Video Synthesis Neuro-Symbolic AI in 2024: A Systematic Review
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T16:07:49.866371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.