Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:21:04.978770Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2412.15588.
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 2026-08-11T11:21:04.978770Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation dc73c5fb-6b0f-4f95-84ac-959eff3d86ed · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization , " * write output.state after.block = add.period write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb3bff42-f7c2-4820-a869-adbabd865d1f · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eee6381d-64a2-4207-bd47-dffbebeec565 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d91f213-13af-4f9b-9692-61362451168f · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 927fd3cf-243b-4e68-a47b-41691e1fb5ab · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d7cddb6d-d1b0-441e-b47e-2b82a1b09804 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Binding Language Models in Symbolic Languages
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0eb2f5be-bc2e-4e6f-b0e3-2397a8b350f0 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2feaf011-aa36-4f5f-8132-a35625354d88 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization The Llama 3 Herd of Models
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a28e740-39ed-4c7e-a80f-ea46256fa522 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization R.; Guo, Q.; Uszok, A.; Nafar, A.; Raisi, E.; and Kordjamshidi, P
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bab0c6f5-e20b-4f49-b4aa-959884b6b93f · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization R.; Nafar, A.; Uszok, A.; Karimian, H.; and Kordjamshidi, P
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 441fe19d-61da-454c-817c-edcfcab200b5 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6c7f0241-d24d-497d-937c-6bfcd0ae6fdb · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization R.; Zhang, Y.; Uszok, A.; and Kordjamshidi, P
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cb86e234-5abc-4000-94fd-b769c9fd1110 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f0c2e5b3-90a0-47af-9f0b-c58123da2d04 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Mask R-CNN
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dba0930-b4d6-4665-8213-48d58d103146 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f57322f-0c32-4a2a-a8c1-d20791f837dc · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation de04e56a-5a68-42ba-ab6e-fa280ac3c2cc · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation df799a89-7c40-4bce-a662-ed4dba047ecb · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 20735d49-26e7-43cf-a22a-6c2472f6b41d · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cec57237-7f02-4142-b43d-166592bb45c6 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7365b6e5-0a56-4230-87d1-b5b645d7b21e · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7f4ce15f-b1d6-4142-b63a-84048ea96199 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization L.; and Girshick, R
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 24049576-26c3-4ce3-87fb-9482756f6f78 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization L.; and Girshick, R
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b77702ff-0549-402d-95ab-b05518c68f59 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a2b679d8-8380-46df-8f7b-1d5315c4b8db · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c4a788dc-d053-46f7-8298-8a7383a24c84 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 096f32b7-3456-449f-8433-6bb2571632d0 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Nonconvex Robust High-Order Tensor Completion Using Randomized Low-Rank Approximation
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2d9c3653-56be-4364-861a-6751e2324fb7 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ba8d3bd-0e5f-4e4f-8762-caa2dacefe0a · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e68dc76-c1f5-4000-9189-a398d68db378 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization B.; and Wu, J
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e3d1a4e9-5082-4d4f-99d4-fb872bb04082 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dd8bde1e-220c-42f7-a9d1-d96ceb517b6e · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e9cf26bc-5b7e-452d-b75f-3772dfe25184 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization PyTorch: An Imperative Style, High-Performance Deep Learning Library
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f9604fe-42ff-470b-8076-2e040cb1bc64 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3f90a25e-903a-4bdf-937c-7db43e364367 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f2f098fd-1f4c-4e36-b75f-d00324ace927 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 80470644-e157-43e2-a062-fe81f5d38ff2 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 65fda8ba-fa86-43a2-9e4d-a0fab312632c · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cbe21da1-b962-473b-a37b-c29c980ba322 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 88481611-8465-411c-b02b-227ed9e7365b · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8396991b-f788-45b6-aa34-b30e37e9caae · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfad47e5-00ac-46af-a10b-940a68f56d71 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization C.; and Potts, C
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c9a214ba-2b2c-4e6d-bf23-601f8a1b382b · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e5466e3-6669-4d18-a135-d20363152387 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4bc23acf-5bf9-440b-bc6e-bbe1345e61fc · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1cbb60c3-a902-4ee4-b741-fef3b450fc5d · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization H.; Shang, X.; Yuan, Z.; Sun, Y.; and Liu, J
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1617f08d-7e86-4028-9d8e-c48b20597933 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 511a3c03-7a40-482c-95a1-f00c0e3e0a0e · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fe7ac1d9-7375-445d-b731-41f00b74e45d · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 305c2219-229c-4e11-8e1b-e19da65d608a · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9b691ec5-837a-48db-93b6-e30f25b91be0 · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 170bcd10-f9d5-470f-8fa0-daa9ccc7cbfe · outbound
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
No inbound Pith citation observations are available.