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Paper Citation Record · LEDGER

Time Series Language Model for Descriptive Caption Generation

As of 12 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.

source=pdf_text observed=2026-08-10T22:25:24.550771Z digest=sha256:20282eb7d2368ba14db83f95624cc28c9cd9de9b593a14f43838b1bae934b8f4

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=sha256:4b14f0f942c7fd855d2a7fcdb4501580773b2f0d440206d22213d0b43918ee91

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=sha256:5ab9456ac049d38d040c0eb43aa1418d0e092bb1d3c9a8ff078e3ea18504e9eb

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=sha256:3dbd3e8d0049c8033895e74fda38ce7d4a6aec33dd4eec4b007977f54ca2ab91

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=sha256:5023e91fd0670f3bafa2edf5bd904f2ed74ab6b769ff6c4f4767076d8dcb76ee

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=sha256:3fd145cd643764b8eb92a898b70a47bc72fa3b441054420f51d6f5918e159d09

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=sha256:783e6c9d0daffcab0f4bd1496302735f292dcb919b0bba69c1d7dfa64657e680

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:e6563777ef95b15c46a93ecbe251d0b15be96a94b91cc9fb2d77e6aa45fb9495

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=sha256:94c565ea7f09e66173d78f029ce2d10816a726a2054475ec2f01faed8fde3a0a

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:da3a90b6493c70cdffa0eef3992998da0fbcade4a3423cd7d1f652c11d91e42f

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:bb19ccc510cfd3ec1357ab0b3e69e2ea787b1ad7eb1f6da179775199c01be7ee

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:cca1166edeeafaf2e1af22c5daaae076c1234d024d8b5a821859a9fd91cbfa9c

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=sha256:8167db776d0c977c93c47a0c3194fe9f08df0bd6f44e253035d50e05750d391e

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=sha256:1036fc04694356042b0f84455db29c1a893972c9da2219384a3e18dd7f8ad0d4

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=sha256:488e78a4ef65ca10d508f380fca4e81ce0b1346394aafab784a7f8951b11b73b

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=sha256:9e1da548aaf114acd1e69a8c79c6f4aff661cda4ddb450b8e99653f60aa68c44

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=sha256:526e75af63b96164d4edced26e898fd7b2dd6de00ec4f7d84f0f19fcc2529d0a

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=sha256:90fdac1186e93bc5432d05706282e32b158da36da872497d89e600426e1e9441

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:c75b87e924d19178c3526be05c5b2aaccf0cea4186e5ffb9b5d3f1a3b2a7e23c

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:e7e04e84126d9de4ed30ac0297965d2d0d431c0f3749a255873dbce8e3f00489

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=sha256:34faf33ac54c288cf3645d72ea48ba0e65a9e3304387505a193b9a613e749f31

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:fe9a90b7a2d62c9c541937cb010cf6258151a29cadce1e5e58bc94f1c270622f

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=sha256:3f6c1eca2ed8928c00af231fdaa91916980434c86e544a20d244631c20513f11

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=sha256:449a2fce10e3d624ec14b4726ba05882defb3d50eab1faa11c58d45ec87d7ca8

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:b6461cde75e2b8aaac5a611760d7103d35ba9441e3a72d7c1b08d3de66fc5105

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:af6059c9fbda1a4a8fdcf07ba1fa2dcb384fca718ef864dcd946af0cf6b0674f

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=sha256:6c47ee3e8a5e5ab1f4cccba6191ec440e94c832da9cde1d77c82c28b308a2e15

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=sha256:949b1eee79d5091472dfa6c7945eb59d3ca3441e3328f58b0fda744cc81cf739

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:eb6fc46c69b918215ef7c64da7e57260e049e6ab1da13759dfcc7a10ac146c0b

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:ac9750095553e8e578e04d8c3756a558d588967f8b343c0e9089f8bf07bea02e

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:e9c5050a63f7339c7248d665c2e26701b92b16e64e598754049cde9f01129dd1

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:d3ca05018dfc290f01d2daa501e0065950939d0ea7885f4d2564fc0d2ff5274c

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=sha256:9877bca33e8aab534b83a811f415f4009811b33d52b5d883d98e1ea46aea89f6

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=sha256:49bb8978a4b6c93bfce13cd8127ee598db0c06e36a8a6e7e1837d3b9987c94cf

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:f4be225fd7ce39a2e8fb514b0ba619af78a018819601e566c8238d4a856a4509

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:bd570488712de5cd6aa11eacb837cce78b433268f4f43b1b814470550844bdf2

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=sha256:6778b2c45319c00095e2306468ff1a4429543dd436f99ab6254c61d4f1b017c3

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=sha256:591c03a146cea2e478d2e9ce64e6aebf89eb62f2b1d506a21d74acd46b80ef8c

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=sha256:332ddba549c4981cc0d76c0bc3484583b637036a3700770dd86719739ff5352f

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:c98794b7454969b116a45c3ee2898a78204104a7855d176fcb6842b122ac0e6e

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=sha256:1847f02d47fe448007f04397e87529697ef71e137fefbbecac4eee753c52bd48

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:ef7aec9915392ef84e8d2e4f8b16a44eed6dac3acbe9bd1cde6d9954b2d16c07

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=sha256:6ca996e3f5816557475023e9c7da99cf9053e4523054fe4842fadce7931a29b0

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=sha256:350127a1f5e7d9712e602c1123b2a2b29334490c55d934d4a9650b8c594843b0

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=sha256:62e8201f09e56a25f89797ad09c3dff60e0a8de57f71d2a8f9c498771a0d90ca

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=sha256:53a69711c1962f65073c561d96149cb89b03a67cefa5d657f327d36d0e4cb78e

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=sha256:30415143b7a78d46eb98fbea239bbb030c182604b78032a36748d03221f2d27c

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:ed49effc5484b966bd43ac76346bdee518263a94c346e2a5364cb59f3d9fa69b

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:f323a5f39378b3528d1e241e1d7dcd9cefbaebf8471719a1efd5abcece73b2d6

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:f1abb3f70655a0af1772821bfe20e81865a84aa675243227ef9e6c0864b68bde

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=sha256:8615c8f3078bbab6167e453a7ceab6178a233c538a5e75a22eb2616aa00773c1

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:aebfdc994b0178beb9468790a17434ae937f7f39608b025201686dd5bbc96083

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=sha256:78bbdab8f4610d266fee846f8286428b7a09bed1fb4b0230cd8175d29f963e83

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=sha256:95729bfabd92525435dca5ac750c22d1b0a0a8c9e2bc2a79c88ee2be59f0b1ff

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:f5513dbf487af3177c26eb16df5b21595b6970308b7936a0cd59ecab8ab40033

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=sha256:7efcca7dfc3fa150a450bed3fdfb913c0f74f51fd41efac60661ec0d69a94808

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:c7c2eafd6bf7157227fdb85deffe3fab11656e5ae65b452d2dbd1af178816bb1

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=sha256:24d7f77d9632006035bd707c1cf952aeb4dc57986e6adbb669716a2b2fc7f890

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:f6d4439834b78989d95480b23d719d9f303b0cd8d3dbde9b0885ded090c68132

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=sha256:98295fba477709e072aa0bd4cfd16ff5b7cc4e68f6905d44c1aaae4eb5bea106

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:e53b1647cddea47e5fd52fc45308eabe6fe8da18bc31c09bf05fcf935e65b051

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:ceae59169fb535fc3c96eae589746ba6a5370766058ccb727a13f46928648c0f

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:bba00fd8453cee294193f1cf625b7ea756c1a41810b213718d8578c2aeb7b477

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:bb54c5e4f65f1e3182a64c7c2c40d5dcb3dd0756ac97f5b95bd98689fd9f2649

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=sha256:2ac4fa5f784e5721a219ffd4d22250db241ca63423dd473db17a5b87c2251344

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=sha256:0ed8946dc58b9f073de3003feefcd247da0655915682e390993a5fb67653e5c1

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=sha256:99281911e69b837b5e509aa42867c8bf22beedd5245876f9011994a140fc935f

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=sha256:960a158e0a5b71fcce24212b6a407e13e948dc891420d7d50a582a72e5fcac63

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:e736c64bd0cb44d385a131bea93b57377cf5d3fe7969651c7d455af0b4a0cdeb

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:a745e0c7046603cb877614f70b2315e5400a987983b1d748517a4ee0a428a5f5

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=sha256:85cf51de9ca98604a05f96c69a592f897dc834558c7ef18c535c50adade801ff

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=sha256:9d867433289949ff6d4fd59ae29721cc94bf67dc841929de4729f85b941d21eb

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:c88551807f1cc6fb312c8d88a78411a881953b12b166b12b61ecf59763c1e31f

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:a8e5c6d944c4158f61b782adb9698f3f6d3e1047ab0c9f9beac57efae5a3cbef

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:bb6ba49790aed74c49043d936ece93258985614fefae1f57e609a64fe7854918

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:ca4bd682aa7176ccbbef62cae66d09b86297f2531ea58dd0612bf696a8aed25f

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.

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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

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Pith citing papers

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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

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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

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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

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