Pith. sign in

Paper Citation Record · LEDGER

Uni-Sign: Toward Unified Sign Language Understanding at Scale

As of 20 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 12 inbound Pith citation observations for arXiv:2501.15187.

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

pith.paper-citation-record.v1
2501.15187 v3

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:36:05.904237Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:22:24.357389Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:25:40.348005Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved2
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f14215f-7ec9-42b4-ad2c-2f1eacd2e1c3 · outbound

This paper cites We employ the RTMPose-x (Jiang et al.,.

Uni-Sign: Toward Unified Sign Language Understanding at Scale We employ the RTMPose-x (Jiang et al.,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:06.052723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.868980Z digest=sha256:55403a6d26fe1c35ff59b681d05cff10c3b2128cc790f6a837f5349b8b2d82c1

Observation 1d65ede8-ff27-4ac2-9a8d-14cb5ceda2ec · outbound

This paper cites We select the indices for the left hand ( {92-112}), right hand ( {113-133}), body ({1, 4-11}), and face ({24, 26, 28, 30, 32, 34, 36, 38, 40, 54, 84-91}) to represent each group.

Uni-Sign: Toward Unified Sign Language Understanding at Scale We select the indices for the left hand ( {92-112}), right hand ( {113-133}), body ({1, 4-11}), and face ({24, 26, 28, 30, 32, 34, 36, 38, 40, 54, 84-91}) to represent each group

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:06.039279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.873345Z digest=sha256:f271d058c072f8bd43b78a90245326eaf167a95be1b7b800dbb33bd19d452c87

Observation 3a9bb381-fd37-4390-a1b6-ef29407a84f3 · outbound

This paper cites The CSL-News dataset is sourced from news content, encompassing diverse topics such as culture, economy, sports, science and daily life.

Uni-Sign: Toward Unified Sign Language Understanding at Scale The CSL-News dataset is sourced from news content, encompassing diverse topics such as culture, economy, sports, science and daily life

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:05.995316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.887195Z digest=sha256:9db4db365462a262f7f7102b36797aa04cb5f68adb09b89fda422ca5061fbd8c

Observation 68b4f079-c062-4ca3-aed3-e7ca4180c966 · outbound

This paper cites an unresolved cited work.

Uni-Sign: Toward Unified Sign Language Understanding at Scale Unresolved cited work

Reference 9

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T14:36:05.981217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.891485Z digest=sha256:8b8b00d5603a710f4c8ed2c6115e4c325fff3e4431a07625f01280c7dc6b7b6c

Observation 779ac0f9-79e8-4b77-90e6-6aa6d4bf758c · outbound

This paper cites 你 们” (you) → “你们.

Uni-Sign: Toward Unified Sign Language Understanding at Scale 你 们” (you) → “你们

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:06.025569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.877919Z digest=sha256:3682f679da0e76bd727ed68285a8f4b731beea8b43c1fc29e523ce7e88561961

Observation a673e3d7-53f9-4475-9453-7d0868663d5e · outbound

This paper cites Underline indicates the best gloss-based SLT result.

Uni-Sign: Toward Unified Sign Language Understanding at Scale Underline indicates the best gloss-based SLT result

Reference 12

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T14:36:05.954000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.900244Z digest=sha256:11b56fa25e80b3a3d09cab67b8236eaf7fb3465038b035943b6a03b08c6c5366

Observation 74ce2825-81b7-46d4-b9fa-fcb615666d67 · outbound

This paper cites an unresolved cited work.

Uni-Sign: Toward Unified Sign Language Understanding at Scale Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:36:05.938633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.904237Z digest=sha256:5b8bd22f3f55ec950441d5c8cab9ca2e44b2c5c85244d48b72422645b2dac8bf

Observation 4138ba56-7b1e-4747-864a-5803440eb9fd · outbound

This paper cites an unresolved cited work.

Uni-Sign: Toward Unified Sign Language Understanding at Scale Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:36:06.011309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.882496Z digest=sha256:c10b8167ad4be4601e3c365210b964067269a8dadd163890ecfa6f9b13f2295b

Observation 551c92b1-6c2c-4850-a9fb-57666e0e4ce4 · outbound

This paper cites JWSign: A highly multilingual corpus of Bible translations for more diversity in sign language processing.

Uni-Sign: Toward Unified Sign Language Understanding at Scale JWSign: A highly multilingual corpus of Bible translations for more diversity in sign language processing

Reference 2006

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:06.094611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.854054Z digest=sha256:1bd6e34b6cc499132fd965b38c1f02ba7646fe49cc1b53a18e5b18c750f97de8

Observation 66173017-5f92-4736-9b25-90b76246d8d7 · outbound

This paper cites † and ‡ denote methods reproduced by (Zhou et al.,.

Uni-Sign: Toward Unified Sign Language Understanding at Scale † and ‡ denote methods reproduced by (Zhou et al.,

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:05.967426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.895907Z digest=sha256:e10aeff84376a8b1d910ee03e53722ed05f14be9190250a53ee7c9cc0921dbf7

Observation 69391b0c-0c1d-49b3-ac6a-75d6366cd68e · outbound

This paper cites Spatial temporal graph convolutional networks for skeleton-based action recognition.

Uni-Sign: Toward Unified Sign Language Understanding at Scale Spatial temporal graph convolutional networks for skeleton-based action recognition

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:06.067186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.864423Z digest=sha256:fc095c7e64039b0abdedfb54edac10a653b84afe1c53e29cc87f8cb1bc813e39

Observation 251441bd-7e0a-4415-8791-3e078d60034b · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

Uni-Sign: Toward Unified Sign Language Understanding at Scale ROUGE: A package for automatic evaluation of summaries

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:36:06.080924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T14:36:05.859186Z digest=sha256:3b062b4a1889f2fa30b6cdf3602cced19b196bb94d8c524de4e6fa5b0dc6392e

Pith citing papers

Observation 63ba9a81-51d9-47d4-8881-9e5bf434a665 · inbound

Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation cites this paper.

Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T15:23:04.506981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:23:04.506981Z digest=sha256:55d947d67bfd1519085f371cc82e3f56a7d90ca28406e381a8beeedce86e8a04

Observation c5f119a9-0197-4f3c-ab80-b6efa10ccf95 · inbound

Using Sign Language Production as Data Augmentation to enhance Sign Language Translation cites this paper.

Using Sign Language Production as Data Augmentation to enhance Sign Language Translation Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T04:47:50.593656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:47:50.593656Z digest=sha256:6f7be4a718d714a17592ab626c15d1f964c110da56e29f1efafa50445cde255d

Observation 27263585-69d2-4872-af2b-f1bb80d8b66c · inbound

DESign: Dynamic Context-Aware Convolution and Efficient Subnet Regularization for Continuous Sign Language Recognition cites this paper.

DESign: Dynamic Context-Aware Convolution and Efficient Subnet Regularization for Continuous Sign Language Recognition Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-06T20:17:18.670248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:17:18.670248Z digest=sha256:44b8b433e09b0e975635207026a55870c1066d021603aef1c7b1336ba8876de6

Observation 5b370dd5-6814-4346-af14-3394fc989208 · inbound

Sign Spotting Disambiguation using Large Language Models cites this paper.

Sign Spotting Disambiguation using Large Language Models Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T20:12:03.561170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:12:03.561170Z digest=sha256:1a10c1af9f480a25bf70a2e939f9267c4dd12bd5295d5da6b83ff3deb1152564

Observation a1c97e72-6f6d-4078-80b1-21d7e57c9aed · inbound

Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions cites this paper.

Visual Hand Gesture Recognition with Deep Learning: A Comprehensive Review of Methods, Datasets, Challenges and Future Research Directions Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 102

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:57:07.889674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-19T05:56:56.219634Z digest=sha256:95315a625a1249d4f38ac2a6fb39b8c248dbc9d6afe967ef3f5ebc5414ee4c55

Observation ff6f7dcf-0dfc-43d2-a6cf-11e93b55c395 · inbound

SAGE: Segment-Aware Gloss-Free Encoding for Token-Efficient Sign Language Translation cites this paper.

SAGE: Segment-Aware Gloss-Free Encoding for Token-Efficient Sign Language Translation Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-06T18:06:29.105127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:06:29.105127Z digest=sha256:06f7c9d3ce940843ee4582b3ab47887e1eeeb6daa0a3a77e1d7af7c384157048

Observation 823aca2c-672e-4181-b2e3-0624f2eca233 · inbound

Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation cites this paper.

Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-10T11:45:20.850857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-10T11:44:13.158397Z digest=sha256:59ad2449518f815339f3e46cda1aa280875c30f1e1c3e29acc241b8f52f68b17

Observation 2ec06010-e8bf-4d63-aa3e-b907f9b2e9de · inbound

Towards Continuous Sign Language Conversation from Isolated Signs cites this paper.

Towards Continuous Sign Language Conversation from Isolated Signs Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 43

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T04:59:45.462556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T04:58:41.057944Z digest=sha256:69c84f34ae678c144a1b08801e965642c1919d8a4e669a2d1a4df933b230fa67

Observation 7063ca69-c2a6-4018-be47-862470f4d78e · inbound

Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards cites this paper.

Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-07-01T09:25:40.350403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-07-01T09:09:51.055117Z digest=sha256:1d826c6885e112344240dfdd88693a8501d239aca8f47f1386c71f06ce94ce49

Observation 8b37e548-51c8-4e8f-a49d-b544ac04a678 · inbound

Sign Language Question Answering: A New Task, Benchmark, and Baseline for Sign Language Understanding cites this paper.

Sign Language Question Answering: A New Task, Benchmark, and Baseline for Sign Language Understanding Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 236

Resolution
unresolved
no resolver link, observed 2026-08-01T00:46:05.374291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T00:46:05.374291Z digest=sha256:54e3a56ef21cd54da787545e00308d6421b8285305eba77728dd720fc1890a61

Observation 2485f82d-dfc5-4bbb-841c-18a15b19c7ed · inbound

Attention-Steered Vision-Language Models for Sign Language Translation cites this paper.

Attention-Steered Vision-Language Models for Sign Language Translation Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T01:00:12.241541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T01:00:12.241541Z digest=sha256:56ab1ac2fd6d2789e7313a6617989a26fc33042923501d75c1d504649fe2dfd8

Observation 64c7b5dc-2973-428b-8342-a0fd7ce4d2ba · inbound

Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production cites this paper.

Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production Uni-Sign: Toward Unified Sign Language Understanding at Scale

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-14T04:22:24.357389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:22:24.357389Z digest=sha256:4b67c2e346afcbc37a35338bd195ad9596228cf1f659b1f9e5331b31f5f2f97a