Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language | Paper Citation Record

Observation da39fb46-69e0-4134-8b18-648e2544a397 · outbound

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

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.036828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7d792c-7838-46c4-a349-c0974a4ffdc2 · outbound

This paper cites Classification Problem Solving.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Classification Problem Solving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.049532Z

Source-reported events for the cited work

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Observation 0cf1d666-6df4-449d-989d-c5080665cc83 · outbound

This paper cites , title =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.055341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9edbdb75-b652-4578-9650-412d6058a583 · outbound

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

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.060646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8c55dbd-7cf8-4300-9a29-502f47bc28ba · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Clancey and Glenn Rennels , abstract =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.066696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e13768-08d2-46a0-afab-90a5e4325bb8 · outbound

This paper cites and Rennels, Glenn R.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language and Rennels, Glenn R

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.072102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b625323-99c9-4d5f-a5b2-f9911d6b7536 · outbound

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

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Poligon: A System for Parallel Problem Solving

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.077234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd2c3e67-a987-4889-88eb-e44ece9675b7 · outbound

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

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.082047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52ef5cd2-ebc8-4529-aaad-5b59d0b062c2 · outbound

This paper cites The Engineering of Qualitative Models.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language The Engineering of Qualitative Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.087410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac520d34-639f-42eb-b906-78d3aa5bb0d7 · outbound

This paper cites 2023 , eprint=.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2023 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.092244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec345e7-4e2c-4c19-ab4d-74dded09fe71 · outbound

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

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Pluto: The 'Other' Red Planet

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.096890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151cbcf5-1d8d-48c8-b89e-f74276277709 · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.278438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e27cace5-8942-4cbc-a75f-e90fd07db9c1 · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.265052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7fbc9446-d8ea-4359-8f2a-59b4f33bda52 · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.250248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40143ca5-e602-4093-9cf3-f1a115b46616 · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.233843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c17ebb9b-30f0-46fb-a8f0-0d7a5f7d8bfc · outbound

This paper cites and Yang, Bin , journal =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language and Yang, Bin , journal =

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.217755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d2fd72a-8ed7-4e65-beb8-77113d3ffd23 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.202153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7752a6cd-9cd4-49cb-9b50-4c7a7acdf514 · outbound

This paper cites Computer Graphics Forum , volume =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Computer Graphics Forum , volume =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.186600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4e04cf21-4b04-4b0e-8c43-e5909702cb91 · outbound

This paper cites Evaluating.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Evaluating

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.170814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eab488d6-4733-4323-a394-3c81d7903bca · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.140563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccb3bda-e6bd-4d60-8e2d-4147671937d1 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.145531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33081920-5612-4256-a87e-1726fa9d0238 · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.136288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d458de55-dfea-498d-abc5-2a71a30605dc · outbound

This paper cites Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) , year =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) , year =

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.122125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7319d36b-6b40-420a-b1af-9c9fd7530a95 · outbound

This paper cites and Shi, Xiaoming and Chen, Pin-Yu and Liang, Yuxuan and Li, Yuan-Fang and Pan, Shirui and Wen, Qingsong , booktitle =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language and Shi, Xiaoming and Chen, Pin-Yu and Liang, Yuxuan and Li, Yuan-Fang and Pan, Shirui and Wen, Qingsong , booktitle =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.107773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f855d7cf-0aca-40f6-9ee0-d44381fc0d5d · outbound

This paper cites Chronos: Learning the Language of Time Series.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Chronos: Learning the Language of Time Series

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.164037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 372986a5-6e11-4081-b322-5dda0bdea484 · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language International Conference on Machine Learning (ICML) , year =

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.092265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 767fe251-37a2-4a38-bc5e-85c3f9e03b24 · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language International Conference on Machine Learning (ICML) , year =

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.076342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 29c9d1d2-0fe9-420b-912b-18ef422971de · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.058595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7530f52e-a14e-4e98-b760-cc84ee372b76 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.183442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35ff512-3909-4ab7-bcdc-fa32dc254d2e · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.040743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a2c5c31f-bfdc-4202-9571-5aa2fe2ca5fc · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:32.025711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 30aac650-a1bf-4dca-bd60-552fe961e918 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Proceedings of the AAAI Conference on Artificial Intelligence , volume =

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:32.011500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5279402b-b616-4a6f-b1cf-4d1630b87f1d · outbound

This paper cites Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , volume =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , volume =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.996031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0861d61c-f049-4f76-908e-5b0768359a95 · outbound

This paper cites International conference on learning representations , volume=.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language International conference on learning representations , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.981334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9383f4f3-d230-4a10-ab34-7704723276e2 · outbound

This paper cites International Journal of Forecasting , volume=.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language International Journal of Forecasting , volume=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.213206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702f95ef-5d1b-406b-bc8b-28c5a17ddc00 · outbound

This paper cites 2015 , howpublished =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2015 , howpublished =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.218859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2842213-767b-4ea1-888e-4e1f1475a967 · outbound

This paper cites Knowledge-Based Systems , volume=.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Knowledge-Based Systems , volume=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.945485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53fc26a2-39e7-43a2-ab75-aa8d4506dd91 · outbound

This paper cites an unresolved cited work.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T17:31:31.928810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e47db4a2-d862-44c7-b80c-0da41c0a715b · outbound

This paper cites and Ng, Serena , journal =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language and Ng, Serena , journal =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.912932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e1b16569-f521-4140-99ba-fe1b04425da5 · outbound

This paper cites Sensors and Actuators B: Chemical , volume =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Sensors and Actuators B: Chemical , volume =

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.896970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fbbcc8a2-6922-4366-9f4a-92c2ac4ceb23 · outbound

This paper cites 2008 , howpublished =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2008 , howpublished =

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.880132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b55a9e2-342e-49bb-82eb-20806ac054e6 · outbound

This paper cites Energy and Buildings , volume =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Energy and Buildings , volume =

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.862194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c83b831d-d06c-4d54-80e7-440a562c1d7a · outbound

This paper cites 2017 , howpublished =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2017 , howpublished =

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.844470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f8ac62c7-db58-4853-8b83-e0ecfbab0a3f · outbound

This paper cites 2018 6th International Renewable and Sustainable Energy Conference (IRSEC) , year =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2018 6th International Renewable and Sustainable Energy Conference (IRSEC) , year =

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.826401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7784f2ee-9529-4e8e-b084-aeb2f68b2fd5 · outbound

This paper cites 2018 , howpublished =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2018 , howpublished =

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.807715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cc812fc9-05bd-4d7c-a0a9-dbda875b1483 · outbound

This paper cites 2019 , howpublished =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2019 , howpublished =

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.789353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6e8e566d-2b12-4692-a8fe-e5b032491f17 · outbound

This paper cites 2025 , note =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2025 , note =

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.769800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0bc0c30a-015c-473b-a20f-05b4d2efba39 · outbound

This paper cites Time Series Language Model for Descriptive Caption Generation.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Time Series Language Model for Descriptive Caption Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.286541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ad9556-7ecd-423f-a4e9-dd66038ad02a · outbound

This paper cites Bayan and Nguyen, Nam and Hartvigsen, Tom , journal =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Bayan and Nguyen, Nam and Hartvigsen, Tom , journal =

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.751244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 62c8dabe-379a-4621-bd02-5167c9be100a · outbound

This paper cites 2024 , note =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2024 , note =

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.731871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 105ab3b9-4a1a-4d2f-b174-2d05e0309a74 · outbound

This paper cites 2026 , note =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language 2026 , note =

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.711367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6227c35e-e675-48dd-9b8b-4d2db778937f · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Training Verifiers to Solve Math Word Problems

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.310241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b55c4c8-a417-4c6e-910e-2dfd941eaae8 · outbound

This paper cites Let's Verify Step by Step.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Let's Verify Step by Step

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.316121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 896d016f-846f-42d0-972d-39ab7b3d9703 · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Solving math word problems with process- and outcome-based feedback

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.322113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a36498-a7ee-4825-b57d-c03f16754064 · outbound

This paper cites , journal =.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language , journal =

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T17:31:31.641243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d07541f-1002-4750-bb3f-178445f17cfe · outbound

This paper cites A Survey of Reinforcement Learning for Large Reasoning Models.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language A Survey of Reinforcement Learning for Large Reasoning Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.338054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b843756-f488-416f-b09d-65ea6d9fea9c · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language gpt-oss-120b & gpt-oss-20b Model Card

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.352973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb5ce09-062e-4718-8689-10dac5bcb89b · outbound

This paper cites GPT-4o System Card.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language GPT-4o System Card

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.364882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac95aa24-3ff7-406e-8758-81de01f7d75a · outbound

This paper cites Qwen3 Technical Report.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Qwen3 Technical Report

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.376487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9339584-8627-46d1-a259-2805621ce1ce · outbound

This paper cites Qwen2.5 Technical Report.

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language Qwen2.5 Technical Report

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:31.389197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

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Outbound references

Pith citing papers