{"id":260,"date":"2026-07-20T13:05:49","date_gmt":"2026-07-20T13:05:49","guid":{"rendered":"https:\/\/latell.org\/2026\/?page_id=260"},"modified":"2026-08-14T09:54:27","modified_gmt":"2026-08-14T09:54:27","slug":"accepted-papers","status":"publish","type":"page","link":"https:\/\/latell.org\/2026\/accepted-papers\/","title":{"rendered":"Accepted papers"},"content":{"rendered":"\n
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Accepted papers<\/strong><\/p>\n\n\n\n

A finite-state model of Innu verbal inflection<\/strong>
  Lo\u00efc Daignault-Pichette and<\/em> Fran\u00e7ois Lareau<\/em><\/td><\/tr>
A Kazakh\u2013Russian Corpus of Child-Directed Language for Low-Resource Languages<\/strong>
  Albina Mukusheva, Achille Fusco and Cristiano Chesi<\/em><\/td><\/tr>
A Massive Open-Source Corpus for Valencian: Over 4.7 Billion Tokens for Low-Resource Language Modelling<\/strong>
  Yoan Guti\u00e9rrez, Juan Pablo Consuegra\u2010Ayala and Robiert Sep\u00falveda-Torres<\/em><\/td><\/tr>
A Multilingual Sentence-Transformer Baseline for Serbian Newspaper Topic Classification<\/strong>
  Sasa Petalinkar, Milica Ikoni\u0107 Ne\u0161i\u0107, Ranka Stankovic and Jelena Graovac<\/em><\/td><\/tr>
A Neuro-Symbolic RAG System for Marine Environmental Law: from Domain Ontology to Knowledge Graphs and Context-Enriched Legal Question Answering<\/strong>
  Hadiza Dite Maa Assoumana Souley, Marie Bonnin, Youssef Al Mouatamid and Jihad Zahir<\/em><\/td><\/tr>
Agentic retrieval for low-resource languages: An exploratory system design<\/strong>
  Malithi P. Alahapperuma, Andreas Vlachidis and Antonis Bikakis<\/em><\/td><\/tr>
Arabic Dialect-to-MSA Translation: A Comparative Evaluation of Large Language Models and Neural Machine Translation<\/strong>
  Maram I. Alharbi, Jihad R’Baiti, Ruslan Mitkov, Tharindu Ranasinghe and Hansi Hettiarachchi<\/em><\/td><\/tr>
Assessment of Human-in-the-Loop Multi-LLMs for Low-Resource Educational Data Expansion<\/strong>
  Christophe Friezas Gon\u00e7alves, Hedi Tebourbi, Christoph Schommer and salima lamsiyah<\/em><\/td><\/tr>
Automating Mwotlap morphology using formal grammar<\/strong>
  Fabio Meroni, Alexandre Fran\u00e7ois and Max Silberztein<\/em><\/td><\/tr>
Baseer: A Vision-Language Model for Arabic Document-to-Markdown OCR<\/strong>
  Khalil Hennara, Muhammad Hreden, Mohamed Motasim Hamed, Ahmad Bastati, Zeina Aldallal, Sara Chrouf and Safwan AlModhayan<\/em><\/td><\/tr>
Benchmarking Large Language Models on Mandarin Proverb Explanation and Contextual Matching<\/strong>
  Xiaojing Zhao, salima lamsiyah, Emmanuele Chersoni and Han Xu<\/em><\/td><\/tr>
Benchmarking Parameter-Efficient Fine-Tuning of Large Language Models for Low-Resource Tajik Text Generation with the Tajik Web Corpus<\/strong>
  Mullosharaf Kurbonovich Arabov, Karomatullo Habibullozoda, Nurali Shirinov and Svetlana Khaybullina<\/em><\/td><\/tr>
Benchmarking Speech Foundation Models and LLMs for Sentiment Analysis in Low-Resource Najdi Arabic of Saudi Arabia<\/strong>
  Nadia Ghezaiel, Maram I. Alharbi and Ruslan Mitkov<\/em><\/td><\/tr>
Beyond RAG: A Multi-Graph, Multi-Agent, Recursive Retrieval Architecture for Traceable and Source-Grounded Legal Answers<\/strong>
  Assia Bouamir, MARIE Bonnin, Youssef Al Mouatamid and Jihad Zahir<\/em><\/td><\/tr>
Building an Aligned Speech Corpus for Northern Russian<\/strong>
\u00a0 Kseniia Protonina and Daniil Ignatev<\/em><\/td><\/tr>
Clinical Entity Recognition from Electronic Health Records and Linking to Biomedical Knowledge Bases in Low-resource Language Settings<\/strong>
  Ivelina Nikolova-Koleva, Svetla Boytcheva, Kris Collins and Eno-Martin Lotman<\/em><\/td><\/tr>
Creating the RozMuz Corpus: Applying Ethics and Technology in Language Research<\/strong>
  Alicja Helena Derych, Bart\u0142omiej Alberski, Hubert Jankowski and Pawe\u0142 Dembowski<\/em><\/td><\/tr>
Cross-Lingual Hate Speech Detection in Low-Resource Persian and Kurdish<\/strong>
  Shahin Yousefi, Ernesto Luis Estevanell-Valladares and Ruslan Mitkov<\/em><\/td><\/tr>
Cross-Lingual Transfer from Portuguese to Nheengatu: Evidence for Contact-Induced Convergence as a Computational Bridge<\/strong>
  Rafael Macario Fernandes<\/em><\/td><\/tr>
Cross-Lingual Transfer Learning For Moroccan Dialect Semantic Textual Similarity<\/strong>
  Said Belbachir, Mohamed Chahhou, Mohammed El Mohajir and Ouafae Nahli<\/em><\/td><\/tr>
Data Curation, Annotation Quality, and Error Patterns in Old English Automatic Lemmatisation<\/strong>
  Javier Mart\u00edn Arista<\/em><\/td><\/tr>
Dependency Parsing Across the Resource Spectrum: Evaluating Architectures on High and Low-Resource Languages<\/strong>
  Kevin Guan, Happy Buzaaba and Christiane Fellbaum<\/em><\/td><\/tr>
Distil and Evolve: Compact Adaptive Document Classification with Continual Learning for Low-Resource Settings<\/strong>
  Mehdi Soufiane, Mourad Hammale, Kawtar Zerhouni, Adil Ahidar-Coutrix and Rachid Benouini<\/em><\/td><\/tr>
Do Large Language Models Style-Shift? Register-Conditioned Stylistic Fronting in AI-Generated Icelandic<\/strong>
  Anton Karl Ingason, Johanna Mechler and Lilja Bj\u00f6rk Stef\u00e1nsd\u00f3ttir<\/em><\/td><\/tr>
Enhancing Urdu ASR with Whisper v3: Fine-Tuning on Latest Datasets and Realistic Multi-Speaker Evaluation with SLM Post-Processing<\/strong>
  Zehra Ahmed, Farah Inayat, Zuha Aqib and Sajjad Haider<\/em><\/td><\/tr>
Evaluating Model-Task Fit in Arabic Word Sense Disambiguation<\/strong>
  Yousef Younes, Abdelhalim Hafedh Dahou and Brigitte Mathiak<\/em><\/td><\/tr>
Fact over Fiction: Detection of Pathological Hallucinations in Sinhala-to-English Neural Machine Translation<\/strong>
  Navam Imanjith Obeyskeara and Nevidu Jayatilleke<\/em><\/td><\/tr>
FLICK: Few-Label Incremental Learning for Low-Resource Dialects<\/strong>
  Ali Almutairi, Abdullah Alsuhaibani, Shoaib Jameel, Aditya Joshi, Gelareh Mohammadi and Imran Razzak<\/em><\/td><\/tr>
From Amnesia to Hallucination: Mapping the Affective Entropy of Large Language Models<\/strong>
  Victoria Portnaya, Taras Baraniuk and Roman Kyslyi<\/em><\/td><\/tr>
Generator-Guided Amount Recovery for Voice-Based Financial Record-Keeping in Moor\u00e9-French Code-Switched Speech<\/strong>
  Maimouna Ouattara, El-Hacen Diallo, Fred Philippy, Abdoul Kader Kabor\u00e9, Jacques Klein and Tegawend\u00e9 F. Bissyand\u00e9<\/em><\/td><\/tr>
Human-Centred Approaches in Low-Resource Languages for Educational Applications and Language Learning: A Systematic Literature Review<\/strong>
  Noura El Moussa<\/em><\/td><\/tr>
Improving OCR for a Latvian Pronunciation Dictionary<\/strong>
  Viesturs J\u016blijs Lasmanis<\/em><\/td><\/tr>
Is Overconfidence Language-Specific? Cross-Lingual Calibration and Recalibration Transfer in Base and Instruction-Tuned LLMs<\/strong>
  Divya Divya and Ruslan Mitkov<\/em><\/td><\/tr>
Knowledge Tracing for Early Childhood Learners with Minimal Telemetry from Low-Connectivity Environments: Evidence from India’s Anganwadi Ecosystem<\/strong>
  Badmavasan Kirouchenassamy<\/em>, Rahul Singh and Sudeep Gowrishankar<\/em><\/td><\/tr>
Kuwain 1.5B: An Arabic SLM via Language Injection<\/strong>
  Khalil Hennara, Sara Chrouf, Mohamed Motasim Hamed, Zeina Aldallal, Mohammad Omar Hadid and Safwan AlModhayan<\/em><\/td><\/tr>
Linguistic Proximity Enables Pivot-Based Machine Translation for an Under-Resourced Tribal Language<\/strong>
  Pooja Singh, M Kaab Bin Shahid, Atai Waris Khan, Aryan Kumar Jha and Sandeep Kumar<\/em><\/td><\/tr>
Linguistic Specialization of Arabic in Text Embedding Models via Multi-Teacher Knowledge Distillation<\/strong>
  Sara Chrouf, Safwan AlModhayan, Zeina Aldallal and Ahmad Abdelfattah<\/em><\/td><\/tr>
LLM-Based Post-Correction for Arabic Handwritten Text Recognition: A Systematic Evaluation<\/strong>
  omar Arjafellah, abdellah yousfi and azhar hadmi<\/em><\/td><\/tr>
LUXDIAG-RAG: Diagnostic Evaluation of Retrieval-Augmented Generation for Luxembourgish Reading Comprehension<\/strong>
  Keerthana Murugaraj, Hedi Tebourbi, Christophe Friezas Goncalves and salima lamsiyah<\/em><\/td><\/tr>
LuxIT: A Luxembourgish Instruction Tuning Dataset from Monolingual Seed Data<\/strong>
  Julian Valline, Cedric Lothritz, Siwen Guo and Jordi Cabot Sagrera<\/em><\/td><\/tr>
L\u00ebtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents<\/strong>
  Omar El Bachyr, Fred Philippy, Laura Maria Bernardy, Saad Ezzini, Jacques Klein and TEGAWENDE BISSYANDE<\/em><\/td><\/tr>
Morphological Operations in the Persian Verbal System<\/strong>
  Marzieh RABIEI and Max Silberztein<\/em><\/td><\/tr>
Multilingual Text-to-Speech Model for Low-Resource Languages<\/strong>
  Mikhail S. Vdovichenko and Rustam S. Azimov<\/em><\/td><\/tr>
Probing Geographic Performance Gaps in Moroccan ASR with ALAMA: Annotating Local Audio for Moroccan Arabic<\/strong>
  Avery Cole Kanel, Christian Schuler, Bouazza Laracha, Yassine Chaouri, Imrane Lbouhli, Yusser Al Ghussin and Timo Baumann<\/em><\/td><\/tr>
Retrieval-Augmented Translation for Bohairic Coptic: A Pilot Benchmark and Hallucination Analysis<\/strong>
  So Miyagawa<\/em><\/td><\/tr>
Safe in English, Critical Failures in Hindi: Cross-lingual LLM Responses to Mental Health Queries<\/strong>
  Gavin Abercrombie<\/em><\/td><\/tr>
SAMTRAMOD – Saaho Machine Translation Model<\/strong>
  Jama Musse Jama<\/em><\/td><\/tr>
SimuLe-Lux: A Neuro-Symbolic Teaching System for Diagnosing L2 Reading Comprehension<\/strong>
  Christophe Friezas Gon\u00e7alves, Christoph Schommer and salima lamsiyah<\/em><\/td><\/tr>
Spatial Entity Extraction Methods from Arabic Texts in the Context of Epidemiological Surveillance: A Comparative Study<\/strong>
  Fatima Ezzahra El Houbri, Najlae IDRISSI, Mathieu Roche and Sarah Valentin<\/em><\/td><\/tr>
The United Nations Sixth Committee English–Arabic Parallel Corpus: A Domain-Specific Open-Access Dataset for Legal Translation<\/strong>
  Hanem El-Farahaty, Asma Alduhaim and Nouran Khallaf<\/em><\/td><\/tr>
Topic Modeling for Moroccan Darija: A Comparative Study of Classical Machine Learning Approaches<\/strong>
  SALMA MEKAOUI, Ilham CHAKER, Arsalane Zarghili and Nikola S. Nikolov<\/em><\/td><\/tr>
Towards a Universal Dependencies Treebank for Amazigh: A Tarifit Pilot Study<\/strong>
  Azzeddine Afrouni, Fadoua Ataa Allah and Jamal Abarnous<\/em><\/td><\/tr>
Towards Readability Assessment for Under-Resourced Arabic Dialects: A Study of Moroccan Darija<\/strong>
  Houdaifa Atou, salima lamsiyah, Nouran Khallaf and Ruslan Mitkov<\/em><\/td><\/tr>
Wasm: A Pipeline for Constructing Structured Arabic Interleaved Multimodal Corpora<\/strong>
  Khalil Hennara, Ahmad Bastati, Muhammad Hreden, Mohamed Motasim Hamed, Zeina Aldallal, Sara Chrouf and Safwan AlModhayan<\/em><\/td><\/tr>
Worldview Annotation for Low-Resource Language<\/strong>
  Tetiana Ilman<\/em><\/td><\/tr>
\u2018What bites you is inside your clothes!’ Safety Evaluation of LLMs in Swahili<\/strong>
  Ima Emanueli Mahenge, Gavin Abercrombie and Silviana Lazaro Swallo<\/em><\/td><\/tr>
Why Current XAI Is Not Enough for Arabic NLP? A Critical Survey of the Explainability Gap<\/strong>
  Salima Lamsiyah and Ruslan Mitkov<\/em><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\n\n\n\n

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Accepted papers A finite-state model of Innu verbal inflection  Lo\u00efc Daignault-Pichette and Fran\u00e7ois Lareau A Kazakh\u2013Russian Corpus of Child-Directed Language for Low-Resource Languages  Albina Mukusheva, Achille Fusco and Cristiano Chesi A Massive Open-Source Corpus for Valencian: Over 4.7 Billion Tokens for Low-Resource Language Modelling  Yoan Guti\u00e9rrez, Juan Pablo Consuegra\u2010Ayala and Robiert Sep\u00falveda-Torres A Multilingual Sentence-Transformer…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"class_list":["post-260","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/pages\/260","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/comments?post=260"}],"version-history":[{"count":16,"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/pages\/260\/revisions"}],"predecessor-version":[{"id":442,"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/pages\/260\/revisions\/442"}],"wp:attachment":[{"href":"https:\/\/latell.org\/2026\/wp-json\/wp\/v2\/media?parent=260"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}