Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities

Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor 2026-07 Association for Computational Linguistics San Diego, USA text conference publication 979-8-89176-427-9 nlp4dh-2026-1 https://aclanthology.org/2026.nlp4dh-1.0/ From OCR to Analysis: Tracking Correction Provenance in Digital Humanities Pipelines Haoze Guo author Ziqi Wei author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 guo-wei-2026-ocr https://aclanthology.org/2026.nlp4dh-1.1/ 2026-07 1 12 Frequency Accelerates Semantic Change: Evidence from 500 Years of Korean Cheonkam Jeong author Yeeun Choi author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 jeong-choi-2026-frequency https://aclanthology.org/2026.nlp4dh-1.2/ 2026-07 13 23 Narrative Landscape: Mapping Narrative Dispositions Across LLMs Donghoon Jung author Jiwoo Choi author Songeun Chae author Seohyon Jung author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 jung-etal-2026-narrative https://aclanthology.org/2026.nlp4dh-1.3/ 2026-07 24 30 100,000+ Movie Reviews from Kazakhstan: Russian, Kazakh, and Code-Switched Texts Rustem Yeshpanov author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 yeshpanov-2026-100000 https://aclanthology.org/2026.nlp4dh-1.4/ 2026-07 31 40 Quantifying Text Reuse Across Three Kṛṣṇa Yajurveda Recensions: Using Multi-Algorithm Computational Collation So Miyagawa author Kyoko Amano author Yuzuki Tsukagoshi author Yuki Kyogoku author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 miyagawa-etal-2026-quantifying https://aclanthology.org/2026.nlp4dh-1.5/ 2026-07 41 49 Data Contamination in Neural Hieroglyphic Translation: A Reproducibility Study Ammar Toutou author Abdelrahman Harb author Christine Basta author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 toutou-etal-2026-data https://aclanthology.org/2026.nlp4dh-1.6/ 2026-07 50 57 Beyond Prompt-Sensitive Emotion Words: Stable Embeddings for Tang Poetry Analysis Linyue Zhang author Feiyue Li author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 zhang-li-2026-beyond https://aclanthology.org/2026.nlp4dh-1.7/ 2026-07 58 68 Measuring Embedding Sensitivity to Authorial Style in French: Comparing Literary Texts with Language Model Rewritings Benjamin Icard author Lila Sainero author Alice Breton author Evangelia Zve author Jean-Gabriel Ganascia author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 icard-etal-2026-measuring https://aclanthology.org/2026.nlp4dh-1.8/ 2026-07 69 82 Prompting the Past: Linguistic Transformations and Cultural Accuracy in AI-Generated Image Reconstructions for Multivocal Cultural Heritage Ravini Wimalasuriya author Lea Krause author Gert-Jan Burgers author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 wimalasuriya-etal-2026-prompting https://aclanthology.org/2026.nlp4dh-1.9/ 2026-07 83 95 Temporal Text Classification with Large Language Models Nishat Raihan author Marcos Zampieri author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 raihan-zampieri-2026-temporal https://aclanthology.org/2026.nlp4dh-1.10/ 2026-07 96 105 Evaluating Latin and Ancient Greek Sentence Alignment through Parallel Sentence Mining Sebastian Reichbauer author Shu Okabe author Alexander Fraser author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 reichbauer-etal-2026-evaluating https://aclanthology.org/2026.nlp4dh-1.11/ 2026-07 106 120 Modeling the “Dalet” Clitic in Historical Hebrew Texts: A New Prefix-Segmented BERT Model and Stylistic Analysis Rachel Tal author Cheyn Shmuel Shmidman author Avi Shmidman author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 tal-etal-2026-modeling https://aclanthology.org/2026.nlp4dh-1.12/ 2026-07 121 131 Beyond Genre Categories: How Narrative Pattern Coherence and Spanning Distance Shape Film Success Zhichao Wang author Zeyu Lyu author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 wang-lyu-2026-beyond https://aclanthology.org/2026.nlp4dh-1.13/ 2026-07 132 137 Register Mixing Is the Norm on the Web Erik Henriksson author Alireza Razzaghi author Tuomas Lundberg author Antti Kanner author Veronika Laippala author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 henriksson-etal-2026-register https://aclanthology.org/2026.nlp4dh-1.14/ 2026-07 138 149 Scaling Sentence Similarity for Classical Tibetan with Automatic Annotations Shay Cohen author Jingyi Yang author Gal Rabinovitz author Sonam Choden author Ofir Shtrosberg author Nicola Bajetta author Goody Ben Horin author Rebecca Sundén author Omri Drori author Sonam Jamtsho author Dorji Wangchuk author Kfir Bar author Orna Almogi author Shai Fine author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 cohen-etal-2026-scaling https://aclanthology.org/2026.nlp4dh-1.15/ 2026-07 150 166 PHMartialLawNER: A Tagalog Named Entity Recognition Corpus for the Philippine Martial Law Era Abdiel Clarence Tabuzo author Vladimir Gray Velazco author Cassandra Cabral author Moneah Shaila Lacsam author Charmaine Salvador Ponay author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 tabuzo-etal-2026-phmartiallawner https://aclanthology.org/2026.nlp4dh-1.16/ 2026-07 167 177 Fluency and Faithfulness in Human and Machine Literary Translation Sarah Griebel author Ted Underwood author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 griebel-underwood-2026-fluency https://aclanthology.org/2026.nlp4dh-1.17/ 2026-07 178 189 Directional Alignment and Narrative Agency in Human–LLM Co-Writing Halfdan Nordahl Fundal author Yuri Bizzoni author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 fundal-bizzoni-2026-directional https://aclanthology.org/2026.nlp4dh-1.18/ 2026-07 190 201 Bias Mitigation in Hiring-Related NLP: Interactions Between Masking, Rewriting, and Adversarial Debiasing Alexandre Puttick author Rami El-Wazzi author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 puttick-el-wazzi-2026-bias https://aclanthology.org/2026.nlp4dh-1.19/ 2026-07 202 213 Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke Yu Wu author Ananth Mahadevan author Filip Ginter author Michael Mathioudakis author Mikko Tolonen author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 wu-etal-2026-matching https://aclanthology.org/2026.nlp4dh-1.20/ 2026-07 214 225 Tracing Thematic Change in Early English-Language Science Fiction, 1818-1930 Jonathan Gordon author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 gordon-2026-tracing https://aclanthology.org/2026.nlp4dh-1.21/ 2026-07 226 235 Twenty’s Plenty: Semantic Scaffolding and Span Architecture for 19-Label NER in Medieval Latin Charters Tamás Kovács author Giuseppe Consolo author Georg Vogeler author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 kovacs-etal-2026-twentys https://aclanthology.org/2026.nlp4dh-1.22/ 2026-07 236 241 Artistic Interventions for NLP Annotation Challenges: The Stress Test of Machinic Glossolalia Tyler Grimes author Marshall Washington author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 grimes-washington-2026-artistic https://aclanthology.org/2026.nlp4dh-1.23/ 2026-07 242 254 In Search of Lost Adventure Novels: Supervised Genre Retrieval and Corpus Refinement in Gallica Jean Barré author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 barre-2026-search https://aclanthology.org/2026.nlp4dh-1.24/ 2026-07 255 263 Computational Modeling of Educational Theory in Low-Socioeconomic Contexts Jadon Swearingen author Mustafa Ocal author Md Tarique Hasan Khan author Labiba Jahan author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 swearingen-etal-2026-computational https://aclanthology.org/2026.nlp4dh-1.25/ 2026-07 264 275 Lost in Translation? Exploring the Shift in Grammatical Gender from Latin to Occitan Ahan Chatterjee author Matthias Schöffel author Matthias Aßenmacher author Marinus Wiedner author Esteban Garces Arias author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 chatterjee-etal-2026-lost https://aclanthology.org/2026.nlp4dh-1.26/ 2026-07 276 296 From Traditional Taggers to LLMs: A Comparative Study of POS Tagging for Medieval Romance Languages Matthias Schöffel author Esteban Garces Arias author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 schoffel-garces-arias-2026-traditional https://aclanthology.org/2026.nlp4dh-1.27/ 2026-07 297 313 Statistical Structure in Indus Sign Sequences Tanishk Tiwari author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 tiwari-2026-statistical https://aclanthology.org/2026.nlp4dh-1.28/ 2026-07 314 319 Exploring Topological Invariance in Semantic Embeddings Fangzhou Gao author Justin Brody author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 gao-brody-2026-exploring https://aclanthology.org/2026.nlp4dh-1.29/ 2026-07 320 324 MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring Ali Keramati author Shiyuan Zhou author Sharad Mehrotra author Mark Warschauer author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 keramati-etal-2026-madrag https://aclanthology.org/2026.nlp4dh-1.30/ 2026-07 325 345 Never Care For What They Say ? Platform vs Genre Rules in Online Horror Narratives (2007–2024) Alexandre Lionnet-Rollin author Florian Cafiero author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 lionnet-rollin-cafiero-2026-never https://aclanthology.org/2026.nlp4dh-1.31/ 2026-07 346 354 StoicLLM: Preference Optimization for Philosophical Alignment in Small Language Models Ishmam Khan author Sindhuja Thogarrati author Shuo Zhang author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 khan-etal-2026-stoicllm https://aclanthology.org/2026.nlp4dh-1.32/ 2026-07 355 367 Between Whispers and Screams: Loudness Standard Deviation as a Proxy for Explicit Content Detection in US Romance Novels Svenja Guhr author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 guhr-2026-whispers https://aclanthology.org/2026.nlp4dh-1.33/ 2026-07 368 380 Computational Authorship Attribution in the Children’s Tales of Oscar and Constance Wilde: The Case of “The Selfish Giant” Liviu P Dinu author Alina Iacob author Cosmin Ciotlos author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 dinu-etal-2026-computational https://aclanthology.org/2026.nlp4dh-1.34/ 2026-07 381 389 Evaluating Open-Source LLMs for Text Summarization and Named Entity Recognition in Long, Unstructured Text Pauline Kister author Miriam Schirmer author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 kister-schirmer-2026-evaluating https://aclanthology.org/2026.nlp4dh-1.35/ 2026-07 390 410 Perspectives – Interactive Document Clustering for Qualitative Data Analysis Tim Fischer author Chris Biemann author 2026-07 text Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities Sil Hamilton editor Emily Öhman editor Rebecca M M Hicke editor Yuri Bizzoni editor Axel Bax editor Jacob A Matthews editor Mika Hämäläinen editor Association for Computational Linguistics San Diego, USA conference publication 979-8-89176-427-9 fischer-biemann-2026-perspectives https://aclanthology.org/2026.nlp4dh-1.36/ 2026-07 411 422