📰 LREC Workshop on the Representation and Processing of Sign Languages: Language in Motion 2026: all accepted papers

52 papers · the most cited first · ← LREC Workshop on the Representation and Processing of Sign Languages: Language in Motion 2026

1. A Comparative Analysis of Traditional and Contemporary Visual Features for Computational Annotation of Irish Sign Language ↗Sarmad Khan, Simon McLoughlin, Irene Murtagh
2. A Pose-Based Pipeline for Annotation of Headshakes in Sign Language Corpora ↗Gustaf Gren, Nikolaus Riemer Kankkonen
3. A Small Model for Big Articulators: Sign Language Detection With a Tiny Machine Learning Model ↗Frederick Chan, Gina-Anne Levow, Qi Cheng
4. A Video-Based Reverse Dictionary for Sign Language Using Gesture SimilarityBatyrbek Orazumbekov, Daniyal Bayanov, Aruzhan Kaltay et al.our summary
5. An Annotation Formalism for a French–LSF Bilingual Corpus Supporting Sign Language Generation ↗Sylvie Gibet, Clément Reverdy, Pierre-François Marteau
6. Assisting Corpus Annotation: Automatic BIO-Tagging of Clause-Like Units in Polish Sign Language. A Pilot Study on Corpus Data ↗Piotr Mostowski, Anna Kuder, Joanna Wójcicka
7. Beyond BLEU: Linguistic Invisibility and Interactional Repair Sequence in End-to-End Sign Language TranslationZirui Wang, Mayumi Bonoour summary
8. CEFR-Based Assessment in Sign Languages: The Case of LSE and Perspectives for LISMaria Grazia Marrocuour summary
9. Capturing Methodology for Generating Synthetic and 3D Training Data in Catalan Sign Language (LSC): The Case of Verbal Agreement ↗Gemma Barberà, Inés Broto Clemente, Xavier Vinaixa Roselló et al.
10. Comparing Computer Vision Instruments for Eye Blink AnalysisMargaux Susman, Carla Miquel Blasco, Jan Bullaour summary
11. Comparison of Low Bitrate Quantizers for Encoding Swedish Sign Language ↗Anna Klezovich, Johanna Mesch, Gustav Eje Henter et al.
12. Continuous Sign Language Recognition using Multimodal Input and Handshape-aware Boundary Detection ↗Mingyu Zhao, Zhanfu Yang, Yang Zhou et al.
13. DGS-BIGEKO: A Dataset for Hypothetical Emergency Scenarios in German Sign Language ↗Cristina Luna Jimenez, Lennart Eing, Daksitha Senel Withanage Don et al.
14. Designing a Data Model for a Diachronic Sign Language Database: A Case Study of Nineteenth-Century Bohemian SourcesLenka Okrouhlíkováour summary
15. Diffusion-Based 3D Sign Language Motion Anonymization: A Feasibility Study on Balancing Identity Confusion and Semantic Preservation ↗Zixuan Dai, Shinji Sako
16. Effect of Data Augmentation with Multi-View Perspectives of Signers on the DGS-Fabeln-1 DatasetFabian Renner, Daksitha Withanage Don, Elisabeth Andre et al.our summary
17. Emotion Recognition in German Sign Language with Facial Action Units ↗Cristina Luna Jimenez, Lennart Eing, Sergio Esteban Romero et al.
18. Evaluation of Pose Estimation Systems for Sign Language Translation ↗Catherine O'Brien, Gerard Sant, Mathias Müller et al.
19. Exploring Aspects of Spontaneous Signing in the DGS Corpus ↗Maria Kopf, Reiner Konrad, Gabriele Langer et al.
20. Extracting Signs from Weakly Aligned Sign Language Corpora: A Study on LSF and LSM ↗Lorena de la Garza, Julie Halbout, Julie Lascar et al.
21. Feature Analysis of MoCap Data for Optimised Sign Language Processing ↗Yves A. Duppen, Mirella De Sisto, Ifigeneia Mavridou et al.
22. Formalising Sign Language Depiction, Characterising Categories and Measuring Iconicity with AZee ↗Michael Filhol, Emmanuella Martinod
23. Generations in the DGS Corpus: Evolving Outreach Activities and Cross-Generational Stories on Social Media in a Long-Term Corpus Project ↗Anike Fiedler, Marc Schulder, Julian Bleicken et al.
24. GeoQuery-LSFB: A French Belgian Sign Language Corpus with Procedural Semantic AnnotationsLiesbet De Vos, Laurence Meurant, Paul Van Eecke et al.our summary
25. Grounding Sign Language Representation Learning in PhonologyToon Vandendriessche, Mathieu De Coster, Joni Dambreour summary
26. HNS2CF: A Mapping Tool from HamNoSys to SL CatFormLisa Loy, Hope E. Morganour summary
27. HeSLEx: A novel online questionnaire for heritage sign language research ↗Evgeniia Khristoforova, Roman Poryadin
28. Improving phonological distance measures for signs: the CatFormCompare toolHope E. Morgan, Amy Isard, Anh Dangour summary
29. Introducing VISTA-SL: A Multilingual e-Learning Platform for Deaf and Hearing Learners of Sign LanguagesIrene Murtagh, Marc Schulder, Annika Herrmann et al.our summary
30. KWIC view on Constructed Action (CA) and its Collocates in German Sign Language (DGS) – Possibilities and LimitationsSabrina Wählour summary
31. Learning to Spot Signs from Named Entities. A study on French Sign Language. ↗Julie Halbout, Annelies Braffort, Michèle Gouiffès et al.
32. Leveraging Text-side Augmentation For Sign Language Translation ↗Diandra Fabre, Julie Lascar, Julie Halbout et al.
33. Leveraging Unannotated Sign Language Data via a Robust Data Augmentation Method for Contrastive Representation LearningAriel Basso Madjoukeng, Pierre Poitier, Belise Edith Kenmogne et al.our summary
34. Long-Term Sign Language Data Crowdsourcing Through Collaborative LexiconsPierre Poitier, Jérôme Fink, Ariel Basso Madjoukeng et al.our summary
35. Lost in Expression: Diagnosing Systemic Challenges with Non-Manual Generalization in Sign Language Understanding TasksDmitriy Sazonov, Sevgi Z. Gurbuz, Evie A. Malaiaour summary
36. Movement Coherence in High Visual Load Environments: Implications for Attention in Mixed-Hearing Classes ↗Mert Inan, Saki Imai, Anna Marshall et al.
37. Norwegian Sign Language: Overview of Resources and Experiments with Automatic SignWriting TranscriptionElisabeth Othamar, Yves Scherrerour summary
38. Perceptual Validation of 3D Pose, Guided Sign Language SynthesisEzekiel Maina, Lilian Wanzare, James Obuhumaour summary
39. Processing Kinematics of Nonmanual Markers in R ↗Jan Bulla, Vadim Kimmelman
40. Seeing Who Is Signing and With Which Hand ↗Carl Börstell
41. SignGPT and the Visual Language Toolkit ↗Matt Brown, Oline Ranum, Edward Fish et al.
42. The Community and Ethics Shaping the Norwegian Sign Language Corpus ↗Lindsay Ferrara
43. The Construction of the CORALSE Corpus, Now and Beyond: A Tool for Documenting Spanish Sign LanguageAna Fernández Soneira, María C. Bao-Fente, Rayco H. González-Montesino et al.our summary
44. The De-Sign Platform: An Online Psychometric Tool for Dementia Screening of Deaf Older Adults in two Sign Languages, GSL and ÖGS ↗Athanasia-Lida Dimou, Theodore Goulas, Marianna Tsatali et al.
45. The Displacement-Velocity Dissociation in Sign Language Learning: Kinematic Signatures of Event Structure in Novice ÖGS SignersEvguenia A. Malaia, Julia Krebs, Eric Harbour et al.our summary
46. The In-Car Sign Language Corpus (ICSL): A Multi-Modal Resource for Constrained-Space Sign Language Recognition ↗Raviteja Boddu, Guilherme Vieira Leite, Joed Lopes da Silva et al.
47. The Iterative Development and Evaluation Framework for Kazakh-Russian Signing Avatars Targeted to Native Deaf Signers ↗Alfarabi Imashev, Tohid Alizadeh
48. The SMILE Continuous DSGS Corpus: A Resource for Longitudinal Exploration of Continuous Swiss German Sign Language ↗Alessia Battisti, Katja Tissi, Sandra Sidler-Miserez et al.
49. The SignBeach Dataset of Dutch Sign Language (NGT) signsAnnika Schiefner, Gomèr Otterspeer, Beyza Sümer et al.our summary
50. Towards Integrating Pose Estimation with Neuroimaging for the Analysis of Signed Language Video StimuliSébastien Vandenitte, Doris Hernández, Jarkko Keränen et al.our summary
51. Two-Handed Signs and Handedness: Phonological Implications for Sign Language Structure ↗Lisa Lepp, Mirella De Sisto, Dimitar Shterionov
52. “A Sacred Bird Called the Phoenix”. Auditing the most-used Parallel Corpus for German Sign Language Recognition and Translation ↗Vera Czehmann, Shakib Yazdani, Yasser Hamidullah et al.

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