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Paper Citation Record · LEDGER

Time Series Language Model for Descriptive Caption Generation

As of 11 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 3 inbound Pith citation observations for arXiv:2501.01832.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.01832 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:25:24.919060Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:31:31.286541Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-19T09:32:15.849808Z

Reference resolution

78 of 78 outbound references displayed

  • verified exact2
  • verified fuzzy12
  • unresolved64
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f343bb01-44d1-4772-a70a-ffdf80502d91 · outbound

This paper cites Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Bar- reira, Oriol Vinyals, Andrew Zisserman, and Karén Simonyan.

Time Series Language Model for Descriptive Caption Generation Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Bar- reira, Oriol Vinyals, Andrew Zisserman, and Karén Simonyan

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:26.221560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 85d8b671-c5fc-4eda-afb0-cf238cf2cb2b · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.207517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.556302Z digest=sha256:844cfdbbfbd69afc5876c574fc2853ca960b02489938bab93ff5aac22396ebca

Observation da354c44-8196-4c0f-ad42-620f680181ae · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.194298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.560804Z digest=sha256:2267884ff7a8daa8d5b372a65d5c7e615b41d7977bcfd7735a930f7d3e9f4334

Observation a5a09acb-d279-489e-bef6-31c9dd1e5b44 · outbound

This paper cites LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters.

Time Series Language Model for Descriptive Caption Generation LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.565700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.565700Z digest=sha256:1023f666f0f4533b21dd877d210389438d62d9f38b8f7ae93c07514ed0d54394

Observation e2408120-c8bf-4f8c-9d55-2aead761734d · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.570055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.570055Z digest=sha256:0a08ee4cf162917865310f9f2775072fd5e57ed4996ee0ebd54f8eee38cf2c61

Observation 8d65d48c-de0a-4d12-bccc-e25dc176ae1d · outbound

This paper cites RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies.

Time Series Language Model for Descriptive Caption Generation RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.578184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.578184Z digest=sha256:ab753be659f55d369314c9cab4fd548209ceee2ec5b6c0d4eb14ad6f3e358a12

Observation 316d8654-bf15-46e7-bf20-59f9daef3818 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.156345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.582735Z digest=sha256:f385c31f13ab2f5286ec1f678c93febf8fd162920b65150db82a24fbcb7675de

Observation 526651eb-7c7b-4a3d-8ac4-68b1e8e531dd · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.143809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.586976Z digest=sha256:af6ec8a4a5ec30e02e3539ad3c0043e48c2cf007a9bffdf5d68b83a381ad0e00

Observation 81396791-343c-4082-9000-956f602e697c · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.131212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.591269Z digest=sha256:91f21861f7ac38415b30b7ff1f93b4044d4987adc8498840ecf96eded6341a45

Observation 4f4878c1-158f-46c7-a3c2-6abd5e095a93 · outbound

This paper cites Deep Learning for Time Series Anomaly Detection: A Survey.

Time Series Language Model for Descriptive Caption Generation Deep Learning for Time Series Anomaly Detection: A Survey

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.595279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.595279Z digest=sha256:6bdd5791f2720bca5ee362fdf2e264fb5f2bc6bfa127fe036f09aedb450c2bc2

Observation 99934ad2-9397-4922-bd18-50fb7beb9f95 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

Time Series Language Model for Descriptive Caption Generation A decoder-only foundation model for time-series forecasting

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.599485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.599485Z digest=sha256:e5ea5b8a8441ce33fec39425193891e47085fbbf4ce753e7b53cd70aa283d741

Observation 1135823d-6134-42e6-a31b-ef7cb1db65e5 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.115236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.603551Z digest=sha256:034390bf1c859a81af935b9291d532e809ee8aa753682e27a09aecc452f7d63e

Observation fd16babe-7037-49ce-bd69-e79f682566e4 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.608415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.608415Z digest=sha256:84afe5a231a9b409bbaaa7b79d51d19409c6060d424034bc9f552009c48f0d31

Observation 3c5c2398-11f2-49a8-b297-3b12e71463af · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.091727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.613034Z digest=sha256:62072dda71a70865aefe2328bfa8b7748092f76725c011396b16af3ac3d4a894

Observation bcf89a8f-8bed-48e3-8c38-edb6b00f4bb2 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.076112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.618358Z digest=sha256:d45c9b74384eb5bf91fff8942155799f7ad55bc0b19a5267e72c1a5990383043

Observation df04bff1-a941-4726-a4fd-e6f2d586f64e · outbound

This paper cites TimeGPT-1.

Time Series Language Model for Descriptive Caption Generation TimeGPT-1

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.622723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.622723Z digest=sha256:677e6395f76369b0e73d165e271a855427acba99c413f614b46fd6e249607dcd

Observation e1729b58-5fe7-4bfe-b67c-8e199cf69bc1 · outbound

This paper cites MultiModal-GPT: A Vision and Language Model for Dialogue with Humans.

Time Series Language Model for Descriptive Caption Generation MultiModal-GPT: A Vision and Language Model for Dialogue with Humans

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.627127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.627127Z digest=sha256:5ecb5bca346f76c29e3d0a60449a2f3976b15210161a01ab3bdbe411b6a0c2c3

Observation e824da42-c429-44a8-951b-da81f59b64cb · outbound

This paper cites News Summarization and Evaluation in the Era of GPT-3.

Time Series Language Model for Descriptive Caption Generation News Summarization and Evaluation in the Era of GPT-3

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.632151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.632151Z digest=sha256:cc786170a634bf6c2d7ef9e425dc5117257f8c2b161cb2cfe13347a93eb4d681

Observation 59b7636c-4ede-4278-8a98-a37b53bec4f0 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.062380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.637005Z digest=sha256:b6a73f0dd4c869a5954032e11202555c0fc72b4f28f4ac8aa7f7635274df8250

Observation ae150f0a-7df9-401e-9f05-4bad458fad41 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.049499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.642510Z digest=sha256:f184370573e08f28a241c0379270cea7478587e8f19e1154a9d5f2c34278849f

Observation 734ed1f8-b55c-4770-b854-7863a7827fe5 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:26.035418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.646467Z digest=sha256:865bd739e8f3ace736437ed7c035a8c0ee5c5f6efe2a43465ee9ca42c87fb433

Observation bf47663e-2281-40e4-8ceb-bcbf53dfa0ec · outbound

This paper cites Borg- wardt.

Time Series Language Model for Descriptive Caption Generation Borg- wardt

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:26.019378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.651225Z digest=sha256:f6f01482c79c4aeda86167f81a1c6749fc3c88719eaf3e8afd51e425d1d0f5f2

Observation cf1f798d-17f9-4271-9822-8bda2d2500fd · outbound

This paper cites Weinberger.

Time Series Language Model for Descriptive Caption Generation Weinberger

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.654852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.654852Z digest=sha256:adfd08f1b441900e0273e23843434db948ac1346b72008340068438a902e291a

Observation 71aa1e91-2af9-449f-b07a-e58726cdc589 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.833143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.663136Z digest=sha256:689ded65c7cbf89084efaf19309d1a172a1439b4dc31563092f70f1deee6c6c5

Observation 6cae984b-34b8-421f-8f68-ccd5fa5bb23a · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.816534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.668068Z digest=sha256:8806056f191fe0f7fb639020dc3e819a23a933f6d49780ad334e78d3db80497e

Observation e9fe9e2c-990f-468a-8538-476efb17b5cd · outbound

This paper cites Le, Yun-Hsuan Sung, Zhen Li, and Tom Duerig.

Time Series Language Model for Descriptive Caption Generation Le, Yun-Hsuan Sung, Zhen Li, and Tom Duerig

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.801534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.672137Z digest=sha256:77e279f89e5062847d2392797fc7cd64832d9872441ec4dcae98401a7b9f1101

Observation f6b212fa-c154-4626-b80a-8a173507c11d · outbound

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

Time Series Language Model for Descriptive Caption Generation Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.785733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.675985Z digest=sha256:f4c4b511b5106a12f7fdc984bdb95404539535a0a255a05d53618ad6cb6bb912

Observation da088d0c-d7c5-4172-943d-438f6711bc1b · outbound

This paper cites Price, Scott Cohen, and Christopher Kanan.

Time Series Language Model for Descriptive Caption Generation Price, Scott Cohen, and Christopher Kanan

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.770852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.680212Z digest=sha256:8ebf505920aa1b798eb06eba94a9e8fecb4cc4b284a33d8f7c0c4c92c86c48e5

Observation e74dbfbd-9f76-4f13-ac38-8d5388a89563 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.740590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.688865Z digest=sha256:cb77f3670b60eacd481b9919974d055dbe69c59882227161c39c1e2a49b96be5

Observation cbec2bb8-586d-4b89-8329-129a52014894 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.717076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.692924Z digest=sha256:6354df6b46fff6b4b3c92e540f285c1f58bfff9bc09d1a056c3e2942623aea5a

Observation 69f25032-3f54-4d36-ba12-c80641858a6e · outbound

This paper cites In IEEE Winter Conference on Applications of Computer Vision, W ACV.

Time Series Language Model for Descriptive Caption Generation In IEEE Winter Conference on Applications of Computer Vision, W ACV

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.755321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.684072Z digest=sha256:d603088318ae1f5397a53438103725077c964440bcff5967d2e5288502dc68e8

Observation 36a84742-ac16-471c-a4e2-1eb005bb7799 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.691228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.701938Z digest=sha256:b14d327511d14a54fa899a7b7619cd1aca8991a4c714dc6458e06b9539e70b14

Observation 9a2a0fa2-dd15-4d6d-bc3e-3210e2d4f546 · outbound

This paper cites Foundation Models for Time Series Analysis: A Tutorial and Survey.

Time Series Language Model for Descriptive Caption Generation Foundation Models for Time Series Analysis: A Tutorial and Survey

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.706596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.706596Z digest=sha256:c427b851e8cd3aa3d6a295cacc6eeee95937ce95fb02952dc9449bad49e35428

Observation eed0bf59-e7d9-4df5-857d-746101f99cef · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.704296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.697033Z digest=sha256:a75fd42151ceadc7b760bcd0a85287bd065b3fdba70ec9b416609ca462799983

Observation 2d9cc24f-8df1-4ad4-8fe0-d08f79a462f5 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.670206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.716789Z digest=sha256:75636fe6fcdaacbb5c442acff3c97b45bc3ce6bbd5f4252529c1ee02611712f8

Observation 5f5662da-be9f-4eb2-92d0-be6f393ccf43 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Time Series Language Model for Descriptive Caption Generation RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.720890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.720890Z digest=sha256:cb1c80430095024aba020bfb88a162c260a6493fb054268421c2d7a3f88e1fbf

Observation fd44399c-ba65-4a9c-8dcb-cbd03088e7f6 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.711662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.711662Z digest=sha256:2af4244e9ef627bab4f2b1f97769d02cc95b1fa6af6eb035ffc44c9ac4d9a8b3

Observation 198b03e8-25d5-44e2-afd4-d13fce94a5d2 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.643901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.729635Z digest=sha256:456fd1a0767c2f13c1ce0cd88ba344b59520c681a12d294e680838516fc81d12

Observation fb20cd2f-225c-4a15-afb5-8897b725ffb8 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.626342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.734438Z digest=sha256:d646b3000e433d9b7547d26b54cc8f21dacd5f16ecb63cdfbfc180d90355491f

Observation 4acc3858-d0f4-4de7-8275-c0babc6fb2b6 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.657103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.725255Z digest=sha256:782fa840931dcd55041e717083221f8ed826424cd21966a8935ec59f1ec0d3e6

Observation 6a4de659-09b5-40ce-95b8-a5f9ab6044db · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.599911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.744763Z digest=sha256:b3d22d9c7727240fecc119ea1b37bb4d4c3b66780d2c0ccfbaef0ac88b1894e8

Observation 015247de-a459-4589-8f8c-736f9dd6f1b0 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.585950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.748827Z digest=sha256:c62df9d0f074e0b75817902c6e209955a19da43044cf805795a0913ceda292b2

Observation d1ef5358-b73a-4b9e-a26c-5d85ac461cfc · outbound

This paper cites van Panhuis, and Christos Falout- sos.

Time Series Language Model for Descriptive Caption Generation van Panhuis, and Christos Falout- sos

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.613243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.739284Z digest=sha256:e1614ed756f0597c206f5197ae5970088bc93d2527f0e7fc86ba66b4eb0c542b

Observation 5252792f-f6c9-4e21-8fe8-5ceabc9222d7 · outbound

This paper cites Multi-Stage Document Ranking with BERT.

Time Series Language Model for Descriptive Caption Generation Multi-Stage Document Ranking with BERT

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.757523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.757523Z digest=sha256:4632a5a7f5a8048627f1ffc764738c456ff036e9efaade318ed22a4a32a07e58

Observation 447524dd-5127-43f6-91ca-1572c04d812e · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Time Series Language Model for Descriptive Caption Generation Gorilla: Large Language Model Connected with Massive APIs

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.762977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.762977Z digest=sha256:83681156af542a5e85614ba6f26396f397b48ca0596009198e0ecf98c1c1ad9f

Observation 1e1ee2a6-fda9-4366-aff8-263d922ecaea · outbound

This paper cites Passage Re-ranking with BERT.

Time Series Language Model for Descriptive Caption Generation Passage Re-ranking with BERT

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.753257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.753257Z digest=sha256:086fb2b956e2b988a45469d2f466c8d097ecc4b9440bc2875fc4b1f716dfef03

Observation 7898b865-ec97-42bd-9609-3663602e0bdc · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.572093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.772921Z digest=sha256:cb2ef17b1ef0c2186842349db53a31ec966b0314bd72302861baa3ec97b3d4f8

Observation 2aae27d8-9273-406c-87b2-5808c5ca5d34 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.778140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.778140Z digest=sha256:e5f1925c75f13840fff5189fc9d57c62eba3f1fe7261f2bb0ee5c67c344ca2a2

Observation fd28cbdf-070f-4d40-a047-95da2846a923 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

Time Series Language Model for Descriptive Caption Generation ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.768118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.768118Z digest=sha256:40431187dc4250b1d073488d4875a04b4c2f2e50832e3328b67d021719ebeaaf

Observation e6afc102-e462-4a87-9b7c-593251815ca1 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.537470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.788009Z digest=sha256:d2f7f9eb5032602f9e612bcab9ab30c062cd956a10b6dbea8665aabf72394112

Observation 14e18474-3457-4f63-b574-c1bf5e90b16f · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.525054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.792630Z digest=sha256:c5f58b50a7d2aefc862a2d1059b11eeeaff92dc3e7e5180ea0c654349b6f8cfa

Observation e8e4f4a6-8cda-4979-bc72-e429fdc66ff3 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.550616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.782504Z digest=sha256:dbcaea951c824da4f7b534af6ba3169e9c0ff487f6b9b84eb9a0e76aaf0c4a79

Observation 331907eb-1222-416f-94d5-f1e819ca3ee2 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.495123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.804950Z digest=sha256:72b57a634237f0808f44bdca8009dee1b19bd6fa606b689f5f73153a459c6718

Observation c8bc5094-c021-4a95-b511-877986e5bf30 · outbound

This paper cites Semantic Labeling Using a Deep Contextualized Language Model.

Time Series Language Model for Descriptive Caption Generation Semantic Labeling Using a Deep Contextualized Language Model

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:25:25.089256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.810405Z digest=sha256:6b42d1e40a477e5d4bc5109a93782254a9793d11d321c4399e843440f15cacd6

Observation f2e5abae-d1bc-4805-b335-3c964239270e · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.509109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.799594Z digest=sha256:4dfd7881d9b475be6b513a4c4d86b8ee8cd0d7b5ff8e850ba3e32ef0d02edcf2

Observation 5f6f5b12-8b5b-4d1d-95f6-f7912e52d72f · outbound

This paper cites Davison, and Jeff Heflin.

Time Series Language Model for Descriptive Caption Generation Davison, and Jeff Heflin

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.482421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.820623Z digest=sha256:bcde62e0f6e7f5c9ec596f9e4a8c4456548fe2be8bcf4f7f6a4d6698137c8d66

Observation 37e9e595-3131-4a1f-9a6a-ae373a885112 · outbound

This paper cites Davison, and Jeff Heflin.

Time Series Language Model for Descriptive Caption Generation Davison, and Jeff Heflin

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.825621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.825621Z digest=sha256:7ae4b95b091879d9cbc64e296f3ba89ac60d002d4126a897808b3c6b7f71befd

Observation 914d40db-8c3d-4aef-8f61-9650031433be · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.815403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.815403Z digest=sha256:0a1a706321c667b7a7b07f087eeb491d00e77848a05483404793c5b533265924

Observation 0fdc94d3-6a0f-42a6-8710-48b7c97f8b32 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.433209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.840944Z digest=sha256:5b049cecb556f9da1a50f19e077447cc65402ea8462eb96569e2d08ab7643b86

Observation f2daf629-4499-4416-822b-655ccb9d5d7a · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.419568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.845805Z digest=sha256:e8996dadb6ae6dd1b5f02e6220532b464e7f4c913a41b8e9b2b14e7e13c347c8

Observation 4af4322b-ec06-4788-9c32-4bd9156396b3 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.404579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.850488Z digest=sha256:41006118bd161ca137848338ad10ee0dad71400d82d4ad05b5818dac55d14b39

Observation c35def90-47e2-485c-a7e8-531d86c643bb · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.446375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.835336Z digest=sha256:37e260986622be4d5ceb79af12afd2cffd8cc9c6324822942d26f0b015c1fc0c

Observation 22506720-10e6-4bbb-aed7-df1e098dd6d3 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.373597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.860633Z digest=sha256:26a0de570e20d4ab1618101cdd305b24439a02bafc4e6f09849af529cc2ad058

Observation dc6572f6-0c30-49a3-aa25-78e10d7a5eb0 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.359665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.864503Z digest=sha256:4e98e0d9ee48970ea9cc540e54fffba852023351e713daaa3b6e35d98491472e

Observation fc034726-f5c1-4142-92e5-58b0b71cc145 · outbound

This paper cites Unified Training of Universal Time Series Forecasting Transformers.

Time Series Language Model for Descriptive Caption Generation Unified Training of Universal Time Series Forecasting Transformers

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.868791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.868791Z digest=sha256:abd4b624776e644be1499508ad7b181099cacbc8f25a2d338d56351a92dfb45b

Observation f563e9b1-b2a1-49b3-9641-b0d0aeb36ab8 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.387594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.855251Z digest=sha256:99e35a687162164465570e0d5a86b455b542f8051228b2baa1f6520d8e3dec23

Observation d7a76dea-c89f-4576-a92d-a2d3ea18285f · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.345846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.877401Z digest=sha256:7d686e29b9b3466d873fb65693855913609143cdf19fec4ef302d4c201948a97

Observation abd0940d-e0c8-45f8-a996-0fb0794e250c · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.333031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.881239Z digest=sha256:055dd6446b9b5c06278f6a6490ead637018864bb669ca01c5ec8da30208bb69c

Observation dfd92340-2368-4215-b991-fa7eb7514d85 · outbound

This paper cites Weinberger, and Yoav Artzi.

Time Series Language Model for Descriptive Caption Generation Weinberger, and Yoav Artzi

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.885316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.885316Z digest=sha256:66cbceabaa6874f1bdab80587586a9c4cc7ecc891e884cbfb9ae2ef9a35d5454

Observation 83aefa75-6ab4-4eee-9a73-b89509e83dc9 · outbound

This paper cites Transformer Multivariate Forecasting: Less is More?.

Time Series Language Model for Descriptive Caption Generation Transformer Multivariate Forecasting: Less is More?

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:25:24.980925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.873170Z digest=sha256:84e79fcc899129b861353e880fae415f9b333e227343bc7969b42f90cc99288a

Observation ba5d38c9-f030-456b-9aa4-b79504486590 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.297901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.904230Z digest=sha256:ea0b167327519416c6fc6ca1298150b78e2ef4d033f5de03bb0ab98f368d5d6d

Observation 65a9e1f1-8633-4c3b-a722-679066096bcd · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.286171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.909604Z digest=sha256:5f36cbebdbd1e73b0248678aa2b056ba412294a4cdb10f377e102a88c094e4f7

Observation 36dfae26-db3c-447c-a99a-35ddd9ec78e0 · outbound

This paper cites an unresolved cited work.

Time Series Language Model for Descriptive Caption Generation Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:25:25.273508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.919060Z digest=sha256:0156ba06a3c3286736694e478918ec2f95358dbe7ca1a9874bd5c0126fc38282

Observation e7388bb5-4c0f-478a-9198-1aaf698a9ed9 · outbound

This paper cites In 8th International Conference on Learning Representations, ICLR 2020.

Time Series Language Model for Descriptive Caption Generation In 8th International Conference on Learning Representations, ICLR 2020

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.311070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.892128Z digest=sha256:b85f111fad4fd2a2a223cbd52d93d2a66b0141647526692ab4936d4e9d5790e7

Observation a655198b-2233-4645-826f-909ccf7c3ad0 · outbound

This paper cites Sentiment Analysis in the Era of Large Language Models: A Reality Check.

Time Series Language Model for Descriptive Caption Generation Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-10T22:25:24.899206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:25:24.899206Z digest=sha256:4636c31629da9553e435e959f2239d8174ef0a6df564f2d5951db3cffed1df11

Observation d8efcc71-40c5-427e-a208-6f6061187043 · outbound

This paper cites In 2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017.

Time Series Language Model for Descriptive Caption Generation In 2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.848412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.658930Z digest=sha256:6e6404dfe6122a636d3b1f2852d969944b63359dfdc6e73349f82cd279147dde

Observation 075a74d7-3976-460b-89b0-0d44ffdeb26c · outbound

This paper cites In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval.

Time Series Language Model for Descriptive Caption Generation In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:26.170264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T22:25:24.573851Z digest=sha256:f52f4aa040abfc7b20303d89b4fb76bf3e5393d286f9d94b9716df4ddedea3b6

Observation 3826679d-cc01-434c-9e34-3191ef35a3e2 · outbound

This paper cites In Proceedings of the Web Conference (WWW 2022).

Time Series Language Model for Descriptive Caption Generation In Proceedings of the Web Conference (WWW 2022)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:25:25.460845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Pith citing papers

Observation 5294804b-dabd-47f0-916e-b9ca06cb03ba · inbound

From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.

From Time Series Analysis to Question Answering: A Survey in the LLM Era Time Series Language Model for Descriptive Caption Generation

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:32:15.860853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 00ee6cf1-2325-4a53-9544-ae73ab72dbd2 · inbound

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models cites this paper.

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models Time Series Language Model for Descriptive Caption Generation

Reference 104

Resolution
unresolved
no resolver link, observed 2026-08-04T16:49:33.823367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Decoupling Perception from Description: Computation-Grounded Representation Alignment between Multivariate Time Series and Language cites this paper.

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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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