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# International Conference on Natural Language Processing for the Digital Humanities 2025 — accepted papers

International Conference on Natural Language Processing for the Digital Humanities 2025 is the 2025 edition of the International Conference on Natural Language Processing for the Digital Humanities, held in Albuquerque, USA, May 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 53 papers of it; our library holds 3 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Albuquerque, [United States](https://md.research.elamur.ai/free/en/countries/united-states/) · 🗓 May 2025

[**53** papers in the proceedings](#all) · [**3** works in our library](https://md.research.elamur.ai/free/en/venues/nlp4dh/2025/#works) · [**6** citations of these works](https://md.research.elamur.ai/free/en/venues/nlp4dh/2025/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[AI with Emotions: Exploring Emotional Expressions in Large Language Models ↗](https://aclanthology.org/2025.nlp4dh-1.51/)**Shin-nosuke Ishikawa, Atsushi Yoshino*8 citations*
2. **[Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions ↗](https://aclanthology.org/2025.nlp4dh-1.27/)**Mikhail Krasitskii, Olga Kolesnikova, Liliana Chanona Hernandez et al.*8 citations*
3. **[A Comprehensive Evaluation of Cognitive Biases in LLMs ↗](https://aclanthology.org/2025.nlp4dh-1.50/)**Simon Malberg, Roman Poletukhin, Carolin M. Schuster et al.*6 citations*
4. **[The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research? ↗](https://aclanthology.org/2025.nlp4dh-1.8/)**Fabian Retkowski, Andreas Sudmann, Alexander Waibel*4 citations*
5. **[Evaluating Large Language Models for Narrative Topic Labeling ↗](https://aclanthology.org/2025.nlp4dh-1.25/)**Andrew Piper, Sophie Wu*3 citations*
6. **[Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan ↗](https://aclanthology.org/2025.nlp4dh-1.30/)**Matthias Schöffel, Marinus Wiedner, Esteban Garces Arias et al.*3 citations*
7. **[RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI ↗](https://aclanthology.org/2025.nlp4dh-1.4/)**So Miyagawa*3 citations*
8. **[Testing Language Creativity of Large Language Models and Humans ↗](https://aclanthology.org/2025.nlp4dh-1.37/)**Anca Dinu, Andra-Maria Florescu*3 citations*
9. **[A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient ↗](https://aclanthology.org/2025.nlp4dh-1.40/)**Yehor Tereshchenko, Mika Hämäläinen*2 citations*
10. **[A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 ↗](https://aclanthology.org/2025.nlp4dh-1.1/)**Zhao Fang, Liang-Chun Wu, Xuening Kong et al.*2 citations*

## All accepted papers (53)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. **[AI with Emotions: Exploring Emotional Expressions in Large Language Models ↗](https://aclanthology.org/2025.nlp4dh-1.51/)**Shin-nosuke Ishikawa, Atsushi Yoshino*8 citations*
2. **[Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions ↗](https://aclanthology.org/2025.nlp4dh-1.27/)**Mikhail Krasitskii, Olga Kolesnikova, Liliana Chanona Hernandez et al.*8 citations*
3. **[A Comprehensive Evaluation of Cognitive Biases in LLMs ↗](https://aclanthology.org/2025.nlp4dh-1.50/)**Simon Malberg, Roman Poletukhin, Carolin M. Schuster et al.*6 citations*
4. **[The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research? ↗](https://aclanthology.org/2025.nlp4dh-1.8/)**Fabian Retkowski, Andreas Sudmann, Alexander Waibel*4 citations*
5. **[Evaluating Large Language Models for Narrative Topic Labeling ↗](https://aclanthology.org/2025.nlp4dh-1.25/)**Andrew Piper, Sophie Wu*3 citations*
6. **[Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan ↗](https://aclanthology.org/2025.nlp4dh-1.30/)**Matthias Schöffel, Marinus Wiedner, Esteban Garces Arias et al.*3 citations*
7. **[RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI ↗](https://aclanthology.org/2025.nlp4dh-1.4/)**So Miyagawa*3 citations*
8. **[Testing Language Creativity of Large Language Models and Humans ↗](https://aclanthology.org/2025.nlp4dh-1.37/)**Anca Dinu, Andra-Maria Florescu*3 citations*
9. **[A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient ↗](https://aclanthology.org/2025.nlp4dh-1.40/)**Yehor Tereshchenko, Mika Hämäläinen*2 citations*
10. **[A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 ↗](https://aclanthology.org/2025.nlp4dh-1.1/)**Zhao Fang, Liang-Chun Wu, Xuening Kong et al.*2 citations*
11. **[Analyzing Large Language Models' pastiche ability: a case study on a 20th century Romanian author ↗](https://aclanthology.org/2025.nlp4dh-1.3/)**Anca Dinu, Andra-Maria Florescu, Liviu Dinu*2 citations*
12. **[Assessing Crowdsourced Annotations with LLMs: Linguistic Certainty as a Proxy for Trustworthiness ↗](https://aclanthology.org/2025.nlp4dh-1.16/)**Tianyi Li, Divya Sree, Tatiana Ringenberg*2 citations*
13. **[Bootstrapping AI: Interdisciplinary Approaches to Assessing OCR Quality in English-Language Historical Documents](https://md.research.elamur.ai/free/en/papers/backer-2025-bootstrapping-ai-interdisciplinary-approaches-assessing/)**Samuel Backer, Louis Hyman*2 citations · our summary*
14. **[Using Multimodal Models for Informative Classification of Ambiguous Tweets in Crisis Response ↗](https://aclanthology.org/2025.nlp4dh-1.23/)**Sumiko Teng, Emily Öhman*2 citations*
15. **[A City of Millions: Mapping Literary Social Networks At Scale ↗](https://aclanthology.org/2025.nlp4dh-1.46/)**Sil Hamilton, Rebecca Hicke, David Mimno et al.*1 citation*
16. **[A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers ↗](https://aclanthology.org/2025.nlp4dh-1.31/)**Jaihyun Park, Ryan Cordell*1 citation*
17. **[An evaluation of Named Entity Recognition tools for detecting person names in philosophical text ↗](https://aclanthology.org/2025.nlp4dh-1.36/)**Ruben Weijers, Jelke Bloem*1 citation*
18. **[Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs ↗](https://aclanthology.org/2025.nlp4dh-1.52/)**Lynn Greschner, Roman Klinger*1 citation*
19. **[Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century Spanish ↗](https://aclanthology.org/2025.nlp4dh-1.48/)**Kevin Cohen, Laura Manrique-Gómez, Ruben Manrique*1 citation*
20. **[It's about What and How you say it: A Corpus with Stance and Sentiment Annotation for COVID-19 Vaccines Posts on X/Twitter by Brazilian Political Elites ↗](https://aclanthology.org/2025.nlp4dh-1.32/)**Lorena Barberia, Pedro Schmalz, Norton Trevisan Roman et al.*1 citation*
21. **[MITRA-zh-eval: Using a Buddhist Chinese Language Evaluation Dataset to Assess Machine Translation and Evaluation Metrics ↗](https://aclanthology.org/2025.nlp4dh-1.12/)**Sebastian Nehrdich, Avery Chen, Marcus Bingenheimer et al.*1 citation*
22. **[Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas ↗](https://aclanthology.org/2025.nlp4dh-1.44/)**Venkatesh Bollineni, Igor Crk, Eren Gultepe*1 citation*
23. **[Mining the Past: A Comparative Study of Classical and Neural Topic Models on Historical Newspaper Archives ↗](https://aclanthology.org/2025.nlp4dh-1.39/)**Keerthana Murugaraj, Salima Lamsiyah, Marten During et al.*1 citation*
24. **[Moral reckoning: How reliable are dictionary-based methods for examining morality in text? ↗](https://aclanthology.org/2025.nlp4dh-1.20/)**Ines Rehbein, Lilly Brauner, Florian Ertz et al.*1 citation*
25. **[PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis ↗](https://aclanthology.org/2025.nlp4dh-1.14/)**Avanti Bhandarkar, Ronald Wilson, Anushka Swarup et al.*1 citation*

[See all 53 papers in International Conference on Natural Language Processing for the Digital Humanities 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/nlp4dh/2025/papers/)

## Papers with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. **[Bootstrapping AI: Interdisciplinary Approaches to Assessing OCR Quality in English-Language Historical Documents](https://md.research.elamur.ai/free/en/papers/backer-2025-bootstrapping-ai-interdisciplinary-approaches-assessing/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Samuel Backer, Louis Hyman*2025 · 4 citations*
2. **[Beyond Cairo: Sa'idi Egyptian Arabic Literary Corpus Construction and Analysis](https://md.research.elamur.ai/free/en/papers/eida-2025-beyond-cairo-sa-idi-egyptian/) [International Conference on Natural Language Processing for the Digital Humanities](https://md.research.elamur.ai/free/en/venues/nlp4dh/)**Mai Mohamed Eida, Nizar Habash*2025 · 2 citations*
3. [**Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods**Avi Shmidman, Elda Weizman, Avishay Gerczuk*2025*](https://md.research.elamur.ai/free/en/papers/shmidman-2025-irony-detection-hebrew-documents-novel/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Semitic languages (2)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Hebrew & Aramaic (1)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/) · [Modern Hebrew (1)](https://md.research.elamur.ai/free/en/topics/modern-hebrew/)

## Fields

[Arts and Humanities (3)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (3)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Mai Mohamed Eida**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/mai-mohamed-eida/) · [🧑‍🔬**Nizar Habash**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/nizar-habash/) · [🧑‍🔬**Avi Shmidman**1 work here](https://md.research.elamur.ai/free/en/authors/avi-shmidman/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**New York University Abu Dhabi** Abu Dhabi · United Arab Emirates 1 work here](https://md.research.elamur.ai/free/en/universities/new-york-university-abu-dhabi/) · [🎓**Bar-Ilan University** Ramat Gan · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) · [🎓**Johns Hopkins University** Baltimore · United States 1 work here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**University of Maine** Orono · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-maine/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous International Conference on Natural Language Processing for the Digital Humanities 2024](https://md.research.elamur.ai/free/en/venues/nlp4dh/2024/)
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