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title: "International Conference on Natural Language Processing for the"
description: "All 36 papers of International Conference on Natural Language Processing for the Digital Humanities 2026, the most cited first; those with our…"
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# International Conference on Natural Language Processing for the Digital Humanities 2026: all accepted papers

36 papers · the most cited first · [← International Conference on Natural Language Processing for the Digital Humanities 2026](https://md.research.elamur.ai/free/en/venues/nlp4dh/2026/)

1. **[Matching Meaning at Scale: Evaluating Semantic Search for 18th-Century Intellectual History through the Case of Locke](https://md.research.elamur.ai/free/en/papers/wu-2026-matching-meaning-scale-evaluating-semantic/)**Yu Wu, Ananth Mahadevan, Filip Ginter et al.*1 citation · our summary*
2. **[Narrative Landscape: Mapping Narrative Dispositions Across LLMs ↗](https://aclanthology.org/2026.nlp4dh-1.3/)**Donghoon Jung, Jiwoo Choi, Songeun Chae et al.*1 citation*
3. **[100,000+ Movie Reviews from Kazakhstan: Russian, Kazakh, and Code-Switched Texts](https://md.research.elamur.ai/free/en/papers/yeshpanov-2026-100-000-movie-reviews-kazakhstan/)**Rustem Yeshpanov*our summary*
4. **[Artistic Interventions for NLP Annotation Challenges: The Stress Test of Machinic Glossolalia ↗](https://aclanthology.org/2026.nlp4dh-1.23/)**Tyler Grimes, Marshall Washington
5. **[Between Whispers and Screams: Loudness Standard Deviation as a Proxy for Explicit Content Detection in US Romance Novels ↗](https://aclanthology.org/2026.nlp4dh-1.33/)**Svenja Guhr
6. **[Beyond Genre Categories: How Narrative Pattern Coherence and Spanning Distance Shape Film Success](https://md.research.elamur.ai/free/en/papers/wang-2026-beyond-genre-categories-how-narrative/)**Zhichao Wang, Zeyu Lyu*our summary*
7. **[Beyond Prompt-Sensitive Emotion Words: Stable Embeddings for Tang Poetry Analysis](https://md.research.elamur.ai/free/en/papers/zhang-2026-beyond-prompt-sensitive-emotion-words/)**Linyue Zhang, Feiyue Li*our summary*
8. **[Bias Mitigation in Hiring-Related NLP: Interactions Between Masking, Rewriting, and Adversarial Debiasing](https://md.research.elamur.ai/free/en/papers/puttick-2026-bias-mitigation-hiring-related-nlp/)**Alexandre Puttick, Rami El-Wazzi*our summary*
9. **[Computational Authorship Attribution in the Children's Tales of Oscar and Constance Wilde: The Case of “The Selfish Giant” ↗](https://aclanthology.org/2026.nlp4dh-1.34/)**Liviu P Dinu, Alina Iacob, Cosmin Ciotlos
10. **[Computational Modeling of Educational Theory in Low-Socioeconomic Contexts](https://md.research.elamur.ai/free/en/papers/swearingen-2026-computational-modeling-educational-theory-low/)**Jadon Swearingen, Mustafa Ocal, Md Tarique Hasan Khan et al.*our summary*
11. **[Data Contamination in Neural Hieroglyphic Translation: A Reproducibility Study](https://md.research.elamur.ai/free/en/papers/toutou-2026-data-contamination-neural-hieroglyphic-translation/)**Ammar Toutou, Abdelrahman Harb, Christine Basta*our summary*
12. **[Directional Alignment and Narrative Agency in Human–LLM Co-Writing ↗](https://aclanthology.org/2026.nlp4dh-1.18/)**Halfdan Nordahl Fundal, Yuri Bizzoni
13. **[Evaluating Latin and Ancient Greek Sentence Alignment through Parallel Sentence Mining](https://md.research.elamur.ai/free/en/papers/reichbauer-2026-evaluating-latin-ancient-greek-sentence/)**Sebastian Reichbauer, Shu Okabe, Alexander Fraser*our summary*
14. **[Evaluating Open-Source LLMs for Text Summarization and Named Entity Recognition in Long, Unstructured Text ↗](https://aclanthology.org/2026.nlp4dh-1.35/)**Pauline Kister, Miriam Schirmer
15. **[Exploring Topological Invariance in Semantic Embeddings ↗](https://aclanthology.org/2026.nlp4dh-1.29/)**Fangzhou Gao, Justin Brody
16. **[Fluency and Faithfulness in Human and Machine Literary Translation ↗](https://aclanthology.org/2026.nlp4dh-1.17/)**Sarah Griebel, Ted Underwood
17. **[Frequency Accelerates Semantic Change: Evidence from 500 Years of Korean ↗](https://aclanthology.org/2026.nlp4dh-1.2/)**Cheonkam Jeong, Yeeun Choi
18. **[From OCR to Analysis: Tracking Correction Provenance in Digital Humanities Pipelines ↗](https://aclanthology.org/2026.nlp4dh-1.1/)**Haoze Guo, Ziqi Wei
19. **[From Traditional Taggers to LLMs: A Comparative Study of POS Tagging for Medieval Romance Languages](https://md.research.elamur.ai/free/en/papers/schoffel-2026-traditional-taggers-llms-comparative-study/)**Matthias Schöffel, Esteban Garces Arias*our summary*
20. **[In Search of Lost Adventure Novels: Supervised Genre Retrieval and Corpus Refinement in Gallica ↗](https://aclanthology.org/2026.nlp4dh-1.24/)**Jean Barré
21. **[Lost in Translation? Exploring the Shift in Grammatical Gender from Latin to Occitan ↗](https://aclanthology.org/2026.nlp4dh-1.26/)**Ahan Chatterjee, Matthias Schöffel, Matthias Aßenmacher et al.
22. **[MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring ↗](https://aclanthology.org/2026.nlp4dh-1.30/)**Ali Keramati, Shiyuan Zhou, Sharad Mehrotra et al.
23. **[Measuring Embedding Sensitivity to Authorial Style in French: Comparing Literary Texts with Language Model Rewritings ↗](https://aclanthology.org/2026.nlp4dh-1.8/)**Benjamin Icard, Lila Sainero, Alice Breton et al.
24. **[Modeling the “Dalet” Clitic in Historical Hebrew Texts: A New Prefix-Segmented BERT Model and Stylistic Analysis](https://md.research.elamur.ai/free/en/papers/tal-2026-modeling-dalet-clitic-historical-hebrew/)**Rachel Tal, Cheyn Shmuel Shmidman, Avi Shmidman*our summary*
25. **[Never Care For What They Say ? Platform vs Genre Rules in Online Horror Narratives (2007–2024)](https://md.research.elamur.ai/free/en/papers/rollin-2026-never-care-what-they-say/)**Alexandre Lionnet-Rollin, Florian Cafiero*our summary*
26. **[PHMartialLawNER: A Tagalog Named Entity Recognition Corpus for the Philippine Martial Law Era](https://md.research.elamur.ai/free/en/papers/tabuzo-2026-phmartiallawner-tagalog-named-entity-recognition/)**Abdiel Clarence Tabuzo, Vladimir Gray Velazco, Cassandra Cabral et al.*our summary*
27. **[Perspectives – Interactive Document Clustering for Qualitative Data Analysis ↗](https://aclanthology.org/2026.nlp4dh-1.36/)**Tim Fischer, Chris Biemann
28. **[Prompting the Past: Linguistic Transformations and Cultural Accuracy in AI-Generated Image Reconstructions for Multivocal Cultural Heritage](https://md.research.elamur.ai/free/en/papers/wimalasuriya-2026-prompting-past-linguistic-transformations-cultural/)**Ravini Wimalasuriya, Lea Krause, Gert-Jan Burgers*our summary*
29. **[Quantifying Text Reuse Across Three Kṛṣṇa Yajurveda Recensions: Using Multi-Algorithm Computational Collation](https://md.research.elamur.ai/free/en/papers/miyagawa-2026-quantifying-text-reuse-across-three/)**So Miyagawa, Kyoko Amano, Yuzuki Tsukagoshi et al.*our summary*
30. **[Register Mixing Is the Norm on the Web ↗](https://aclanthology.org/2026.nlp4dh-1.14/)**Erik Henriksson, Alireza Razzaghi, Tuomas Lundberg et al.
31. **[Scaling Sentence Similarity for Classical Tibetan with Automatic Annotations ↗](https://aclanthology.org/2026.nlp4dh-1.15/)**Shay Cohen, Jingyi Yang, Gal Rabinovitz et al.
32. **[Statistical Structure in Indus Sign Sequences](https://md.research.elamur.ai/free/en/papers/tiwari-2026-statistical-structure-indus-sign-sequences/)**Tanishk Tiwari*our summary*
33. **[StoicLLM: Preference Optimization for Philosophical Alignment in Small Language Models ↗](https://aclanthology.org/2026.nlp4dh-1.32/)**Ishmam Khan, Sindhuja Thogarrati, Shuo Zhang
34. **[Temporal Text Classification with Large Language Models](https://md.research.elamur.ai/free/en/papers/raihan-2026-temporal-text-classification-large-language/)**Nishat Raihan, Marcos Zampieri*our summary*
35. **[Tracing Thematic Change in Early English-Language Science Fiction, 1818-1930](https://md.research.elamur.ai/free/en/papers/gordon-2026-tracing-thematic-change-early-english/)**Jonathan Gordon*our summary*
36. **[Twenty's Plenty: Semantic Scaffolding and Span Architecture for 19-Label NER in Medieval Latin Charters ↗](https://aclanthology.org/2026.nlp4dh-1.22/)**Tamás Kovács, Giuseppe Consolo, Georg Vogeler
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