Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition | Paper Citation Record

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This paper cites https://www.who.int/news- room/fact-sheets/detail/deafness-and-hearing-loss.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition https://www.who.int/news- room/fact-sheets/detail/deafness-and-hearing-loss

Reference 1

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This paper cites A Com- prehensive Study on Deep Learning-based Methods for Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition A Com- prehensive Study on Deep Learning-based Methods for Sign Language Recognition

Reference 2

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Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Unresolved cited work

Reference 3

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This paper cites BSL-1K: Scaling Up Co-articulated Sign Language Recognition Using Mouthing Cues.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition BSL-1K: Scaling Up Co-articulated Sign Language Recognition Using Mouthing Cues

Reference 4

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This paper cites BBC-Oxford British Sign Language Dataset.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition BBC-Oxford British Sign Language Dataset

Reference 5

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This paper cites Swin-mstp: Swin transformer with multi-scale temporal percep- tion for continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Swin-mstp: Swin transformer with multi-scale temporal percep- tion for continuous sign language recognition

Reference 6

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This paper cites Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects

Reference 7

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Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Unresolved cited work

Reference 8

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Observation 6a4f0d35-f678-4ea2-999d-1f00de05e82b · outbound

This paper cites Neural Sign Language Translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Neural Sign Language Translation

Reference 9

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This paper cites Sign language transformers: Joint end-to-end sign language recognition and trans- lation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Sign language transformers: Joint end-to-end sign language recognition and trans- lation

Reference 10

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Observation 9d913f82-b0d4-4f48-b352-e5ff6762e29e · outbound

This paper cites Content4all open research sign language translation datasets.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Content4all open research sign language translation datasets

Reference 11

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This paper cites Two-stream network for sign language recognition and translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Two-stream network for sign language recognition and translation

Reference 12

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Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Unresolved cited work

Reference 13

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This paper cites Enhanced elan func- tionality for sign language corpora.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Enhanced elan func- tionality for sign language corpora

Reference 14

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This paper cites Spatial–temporal transformer for end-to-end sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Spatial–temporal transformer for end-to-end sign language recognition

Reference 15

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This paper cites Enhancing a sign language translation system with vision-based features.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Enhancing a sign language translation system with vision-based features

Reference 16

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This paper cites How2sign: a large-scale multimodal dataset for continuous ameri- can sign language.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition How2sign: a large-scale multimodal dataset for continuous ameri- can sign language

Reference 17

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Observation 6ea9b15f-72b8-45fb-8f37-2e7c512ef76f · outbound

This paper cites A com- prehensive survey and taxonomy of sign language re- search.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition A com- prehensive survey and taxonomy of sign language re- search

Reference 18

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This paper cites Jumla-qsl-22: A novel qatari sign language continuous dataset.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Jumla-qsl-22: A novel qatari sign language continuous dataset

Reference 19

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This paper cites A comprehensive survey on arabic text augmentation: approaches, challenges, and applications.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition A comprehensive survey on arabic text augmentation: approaches, challenges, and applications

Reference 20

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Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Unresolved cited work

Reference 21

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This paper cites Llms are good sign language trans- lators.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Llms are good sign language trans- lators

Reference 22

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This paper cites Distill- ing cross-temporal contexts for continuous sign lan- guage recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Distill- ing cross-temporal contexts for continuous sign lan- guage recognition

Reference 23

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This paper cites Self- Mutual Distillation Learning for Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Self- Mutual Distillation Learning for Continuous Sign Language Recognition

Reference 24

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This paper cites Collaborative Multilingual Continuous Sign Lan- guage Recognition: A Unified Framework.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Collaborative Multilingual Continuous Sign Lan- guage Recognition: A Unified Framework

Reference 25

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This paper cites Prior-Aware Cross Modality Aug- mentation Learning for Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Prior-Aware Cross Modality Aug- mentation Learning for Continuous Sign Language Recognition

Reference 26

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This paper cites Temporal lift pooling for continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Temporal lift pooling for continuous sign language recognition

Reference 27

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This paper cites Continuous sign language recognition with correlation network.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Continuous sign language recognition with correlation network

Reference 28

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This paper cites Self-emphasizing network for continuous sign lan- guage recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Self-emphasizing network for continuous sign lan- guage recognition

Reference 29

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This paper cites Adabrowse: Adaptive video browser for efficient continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Adabrowse: Adaptive video browser for efficient continuous sign language recognition

Reference 30

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This paper cites Scalable frame resolution for efficient continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Scalable frame resolution for efficient continuous sign language recognition

Reference 31

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This paper cites Video-based sign language recogni- tion without temporal segmentation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Video-based sign language recogni- tion without temporal segmentation

Reference 32

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This paper cites Publishing DGS corpus data: Different Formats for Different Needs.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Publishing DGS corpus data: Different Formats for Different Needs

Reference 33

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This paper cites Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition

Reference 34

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This paper cites Self-sufficient framework for contin- uous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Self-sufficient framework for contin- uous sign language recognition

Reference 35

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This paper cites Cosign: Exploring co-occurrence signals in skeleton-based continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Cosign: Exploring co-occurrence signals in skeleton-based continuous sign language recognition

Reference 36

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This paper cites CoSign: Exploring Co-occurrence Signals in Skeleton-based Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition CoSign: Exploring Co-occurrence Signals in Skeleton-based Continuous Sign Language Recognition

Reference 37

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This paper cites TheRuSLan: Database of Russian sign language.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition TheRuSLan: Database of Russian sign language

Reference 38

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This paper cites Contin- uous sign language recognition: Towards large vocab- ulary statistical recognition systems handling multiple signers.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Contin- uous sign language recognition: Towards large vocab- ulary statistical recognition systems handling multiple signers

Reference 39

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Observation 28ef0e80-6d6c-4478-9207-596609bdc5e7 · outbound

This paper cites Sign boundary and hand articulation feature recognition in sign language videos.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Sign boundary and hand articulation feature recognition in sign language videos

Reference 40

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Observation d8c0c992-84cb-409c-9ca7-8cbc72ffb0f8 · outbound

This paper cites Isolated sign lan- guage recognition based on tree structure skeleton im- ages.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Isolated sign lan- guage recognition based on tree structure skeleton im- ages

Reference 41

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Observation dafc3387-ee1e-475a-9598-58283a0f3fad · outbound

This paper cites Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Word-level deep sign language recognition from video: A new large-scale dataset and methods comparison

Reference 42

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Observation 25c17659-2c99-45c9-86a0-4267a8183e08 · outbound

This paper cites Tsp- net: hierarchical feature learning via temporal seman- tic pyramid for sign language translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Tsp- net: hierarchical feature learning via temporal seman- tic pyramid for sign language translation

Reference 43

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Observation 0cbc6bda-70c0-41e7-bc40-2775fe17d7ef · outbound

This paper cites Multi-View Spatial-Temporal Network for Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Multi-View Spatial-Temporal Network for Continuous Sign Language Recognition

Reference 44

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This paper cites Arabsign: A multi-modality dataset and benchmark for continuous arabic sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Arabsign: A multi-modality dataset and benchmark for continuous arabic sign language recognition

Reference 45

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Observation be6ab73b-894b-4667-b548-ed03383af1b2 · outbound

This paper cites Automatic translation of arabic text-to-arabic sign language.Uni- versal Access in the Information Society , 18(4):939– 951, 2019.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Automatic translation of arabic text-to-arabic sign language.Uni- versal Access in the Information Society , 18(4):939– 951, 2019

Reference 46

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This paper cites Visual alignment constraint for continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Visual alignment constraint for continuous sign language recognition

Reference 47

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This paper cites FluentSigners-50: A signer independent benchmark dataset for sign language pro- cessing.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition FluentSigners-50: A signer independent benchmark dataset for sign language pro- cessing

Reference 48

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Observation d1c5638f-6656-4c35-ae40-acef72bf43df · outbound

This paper cites A Hong Kong Sign Language corpus collected from sign-interpreted TV news.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition A Hong Kong Sign Language corpus collected from sign-interpreted TV news

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.558419Z

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Observation d40b2d2c-84d4-465b-bfb1-829bbe38b6d1 · outbound

This paper cites Dilated convolutional network with iterative optimization for continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Dilated convolutional network with iterative optimization for continuous sign language recognition

Reference 50

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Observation 2557aaca-bfe0-43dd-ad3f-eaf559bb9191 · outbound

This paper cites Itera- tive alignment network for continuous sign language recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Itera- tive alignment network for continuous sign language recognition

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.540454Z

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Observation 4e05170d-73b4-41d3-9f84-5d0eb15a4841 · outbound

This paper cites LSA64 : An Argentinian Sign Language Dataset.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition LSA64 : An Argentinian Sign Language Dataset

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.531569Z

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Observation 8d9292bd-711d-4ff2-aea0-3ba694e9ebc1 · outbound

This paper cites Auslan-daily: Australian sign lan- guage translation for daily communication and news.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Auslan-daily: Australian sign lan- guage translation for daily communication and news

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.522642Z

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Observation 4b5ca7ae-be6d-4b00-818f-cd44c8d99468 · outbound

This paper cites Open-Domain Sign Language Translation Learned from Online Video.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Open-Domain Sign Language Translation Learned from Online Video

Reference 54

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Observation f6332c4c-8c14-48f8-be0e-da2afa90257c · outbound

This paper cites Sidig, Hamzah Luqman, Sabri Mah- moud, and Mohamed Mohandes.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Sidig, Hamzah Luqman, Sabri Mah- moud, and Mohamed Mohandes

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.513090Z

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Observation f4cbf33f-31f4-474b-84d4-5cf6c4583139 · outbound

This paper cites AUTSL: A large scale multi-modal Turkish sign lan- guage dataset and baseline methods.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition AUTSL: A large scale multi-modal Turkish sign lan- guage dataset and baseline methods

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.504377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42db225b-8bd8-4c0f-9fc3-365cd8802b1b · outbound

This paper cites Towards a Video Corpus for Signer-Independent Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Towards a Video Corpus for Signer-Independent Continuous Sign Language Recognition

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.495781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50f1795b-dec1-473f-ae97-3af9839ad9f9 · outbound

This paper cites Improving continuous sign language recognition with cross-lingual signs.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Improving continuous sign language recognition with cross-lingual signs

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.486420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07e5aa87-3f0e-4d61-a0dd-98a2eb968a56 · outbound

This paper cites Sign2GPT: Leveraging large language models for gloss-free sign language translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Sign2GPT: Leveraging large language models for gloss-free sign language translation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.477941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 10545a23-1e18-4d5c-b547-e679387b218e · outbound

This paper cites Multi-scale local- temporal similarity fusion for continuous sign lan- guage recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Multi-scale local- temporal similarity fusion for continuous sign lan- guage recognition

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.467301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1092ef6-0e8d-45f6-8690-9169ad573648 · outbound

This paper cites SF-Net: Structured Feature Network for Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition SF-Net: Structured Feature Network for Continuous Sign Language Recognition

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.457739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 193688b9-c9f2-47e5-9e22-538e041cb1c6 · outbound

This paper cites Improving gloss-free sign language translation by reducing representation density.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Improving gloss-free sign language translation by reducing representation density

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.448070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12262952-42a3-44fd-bca6-c508738054a0 · outbound

This paper cites Gloss attention for gloss-free sign language translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Gloss attention for gloss-free sign language translation

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.439126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 437c5347-9166-4a76-a441-c8b6a392c1ec · outbound

This paper cites C2ST: Cross-modal Contextualized Se- quence Transduction for Continuous Sign Language Recognition.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition C2ST: Cross-modal Contextualized Se- quence Transduction for Continuous Sign Language Recognition

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.429758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 63136445-bdb1-470c-bd32-575600378b1d · outbound

This paper cites Conditional sentence generation and cross-modal reranking for sign lan- guage translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Conditional sentence generation and cross-modal reranking for sign lan- guage translation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.420516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b460496-647d-4e62-b38b-a24f2c1f65ca · outbound

This paper cites Cvt-slr: Contrastive visual-textual transformation for sign lan- guage recognition with variational alignment.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Cvt-slr: Contrastive visual-textual transformation for sign lan- guage recognition with variational alignment

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.411010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3886775-bb5a-469d-b4f7-b66320686242 · outbound

This paper cites an unresolved cited work.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:02:46.401291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5edbf7cc-4f02-418a-adae-7aa10be8872a · outbound

This paper cites an unresolved cited work.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:02:46.392274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 55968387-3f71-4f87-ba09-400c453bbb55 · outbound

This paper cites Spatial-temporal multi-cue network for sign lan- guage recognition and translation.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Spatial-temporal multi-cue network for sign lan- guage recognition and translation

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.373026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3480026-4361-4c00-8189-5a31eedf15b1 · outbound

This paper cites Improving continuous sign language recognition with consistency constraints and signer removal.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition Improving continuous sign language recognition with consistency constraints and signer removal

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.363154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be9c155b-e5ad-46ea-92f3-d61bc73da8b4 · outbound

This paper cites 2, 3, 4, 6, 8.

Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition 2, 3, 4, 6, 8

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:02:46.381922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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