📰 International Conference on Natural Language Processing for the Digital Humanities 2024 — accepted papers

International Conference on Natural Language Processing for the Digital Humanities 2024 is the 2024 edition of the International Conference on Natural Language Processing for the Digital Humanities, held in Miami, USA, November 2024 (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.

📍 Miami, United States · 🗓 November 2024

Most cited papers

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

1. Exploring Large Language Models for Qualitative Data Analysis ↗Tim Fischer, Chris Biemann11 citations
2. A Two-Model Approach for Humour Style Recognition ↗Mary Ogbuka Kenneth, Foaad Khosmood, Abbas Edalat6 citations
3. Evaluating Open-Source LLMs in Low-Resource Languages: Insights from Latvian High School Exams ↗Roberts Darģis, Guntis Bārzdiņš, Inguna Skadiņa et al.5 citations
4. Assessing the Performance of ChatGPT-4, Fine-tuned BERT and Traditional ML Models on Moroccan Arabic Sentiment AnalysisMohamed Hannani, Abdelhadi Soudi, Kristof Van Laerhoven4 citations · our summary
5. Empowering Teachers with Usability-Oriented LLM-Based Tools for Digital Pedagogy ↗Melany Vanessa Macias, Lev Kharlashkin, Leo Einari Huovinen et al.4 citations
6. Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction ↗Laura Manrique-Gomez, Tony Montes, Arturo Rodriguez Herrera et al.4 citations
7. The Social Lives of Literary Characters: Combining citizen science and language models to understand narrative social networks ↗Andrew Piper, Michael Xu, Derek Ruths4 citations
8. A Multi-task Framework with Enhanced Hierarchical Attention for Sentiment Analysis on Classical Chinese Poetry: Utilizing Information from Short Lines ↗Quanqi Du, Veronique Hoste3 citations
9. Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs ↗Chahan Vidal-Gorène, Nadi Tomeh, Victoria Khurshudyan3 citations
10. From N-grams to Pre-trained Multilingual Models For Language Identification ↗Thapelo Andrew Sindane, Vukosi Marivate3 citations

All accepted papers (53)

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

1. Exploring Large Language Models for Qualitative Data Analysis ↗Tim Fischer, Chris Biemann11 citations
2. A Two-Model Approach for Humour Style Recognition ↗Mary Ogbuka Kenneth, Foaad Khosmood, Abbas Edalat6 citations
3. Evaluating Open-Source LLMs in Low-Resource Languages: Insights from Latvian High School Exams ↗Roberts Darģis, Guntis Bārzdiņš, Inguna Skadiņa et al.5 citations
4. Assessing the Performance of ChatGPT-4, Fine-tuned BERT and Traditional ML Models on Moroccan Arabic Sentiment AnalysisMohamed Hannani, Abdelhadi Soudi, Kristof Van Laerhoven4 citations · our summary
5. Empowering Teachers with Usability-Oriented LLM-Based Tools for Digital Pedagogy ↗Melany Vanessa Macias, Lev Kharlashkin, Leo Einari Huovinen et al.4 citations
6. Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction ↗Laura Manrique-Gomez, Tony Montes, Arturo Rodriguez Herrera et al.4 citations
7. The Social Lives of Literary Characters: Combining citizen science and language models to understand narrative social networks ↗Andrew Piper, Michael Xu, Derek Ruths4 citations
8. A Multi-task Framework with Enhanced Hierarchical Attention for Sentiment Analysis on Classical Chinese Poetry: Utilizing Information from Short Lines ↗Quanqi Du, Veronique Hoste3 citations
9. Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs ↗Chahan Vidal-Gorène, Nadi Tomeh, Victoria Khurshudyan3 citations
10. From N-grams to Pre-trained Multilingual Models For Language Identification ↗Thapelo Andrew Sindane, Vukosi Marivate3 citations
11. Investigating Expert-in-the-Loop LLM Discourse Patterns for Ancient Intertextual Analysis ↗Ray Umphrey, Jesse Roberts, Lindsey Roberts3 citations
12. Enhancing Neural Machine Translation for Ainu-Japanese: A Comprehensive Study on the Impact of Domain and Dialect Integration ↗Ryo Igarashi, So Miyagawa2 citations
13. Examining Language Modeling Assumptions Using an Annotated Literary Dialect Corpus ↗Craig Messner, Tom Lippincott2 citations
14. Extracting position titles from unstructured historical job advertisements ↗Klara Venglarova, Raven Adam, Georg Vogeler2 citations
15. From Discrete to Continuous Classes: A Situational Analysis of Multilingual Web Registers with LLM Annotations ↗Erik Henriksson, Amanda Myntti, Saara Hellström et al.2 citations
16. NLP for Digital Humanities: Processing Chronological Text Corpora ↗Adam Pawłowski, Tomasz Walkowiak2 citations
17. Text Length and the Function of Intentionality: A Case Study of Contrastive Subreddits ↗Emily Sofi Ohman, Aatu Liimatta2 citations
18. Analyzing Pokémon and Mario Streamers' Twitch Chat with LLM-based User Embeddings ↗Mika Hämäläinen, Jack Rueter, Khalid Alnajjar1 citation
19. Assessing Large Language Models in Translating Coptic and Ancient Greek Ostraca ↗Audric-Charles Wannaz, So Miyagawa1 citation
20. Deciphering psycho-social effects of Eating Disorder : Analysis of Reddit Posts using Large Language Model(LLM)s and Topic Modeling ↗Medini Chopra, Anindita Chatterjee, Lipika Dey et al.1 citation
21. Evaluating LLM Performance in Character Analysis: A Study of Artificial Beings in Recent Korean Science Fiction ↗Woori Jang, Seohyon Jung1 citation
22. Evaluating Language Models in Location Referring Expression Extraction from Early Modern and Contemporary Japanese Texts ↗Ayuki Katayama, Yusuke Sakai, Shohei Higashiyama et al.1 citation
23. Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs ↗Natalie Hervieux, Peiran Yao, Susan Brown et al.1 citation
24. Order Up! Micromanaging Inconsistencies in ChatGPT-4o Text Analyses ↗Erkki Mervaala, Ilona Kousa1 citation
25. SEFLAG: Systematic Evaluation Framework for NLP Models and Datasets in Latin and Ancient Greek ↗Konstantin Schulz, Florian Deichsler1 citation

See all 53 papers in International Conference on Natural Language Processing for the Digital Humanities 2024 — accepted papers →

📄 Papers with our summary in our library (3)

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

1. Assessing the Performance of ChatGPT-4, Fine-tuned BERT and Traditional ML Models on Moroccan Arabic Sentiment AnalysisInternational Conference on Natural Language Processing for the Digital HumanitiesMohamed Hannani, Abdelhadi Soudi, Kristof Van Laerhoven2024 · 6 citations
2. Computational Methods for the Analysis of Complementizer Variability in Language and Literature: The Case of Hebrew "she-" and "ki"Avi Shmidman, Aynat Rubinstein2024 · 1 citation
3. Multi-word expressions in biomedical abstracts and their plain English adaptationsInternational Conference on Natural Language Processing for the Digital HumanitiesSergei Bagdasarov, Elke Teich2024 · 1 citation

🧭 Top topics

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

Semitic languages (2)😊Sentiment & emotion (1)🕎Hebrew & Aramaic (1)🧷Idioms & multiword expressions (1)English (1)Biblical Hebrew (1)Modern Hebrew (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🎓National School of Mineral IndustryRabat · Morocco1 work here🎓Saarland UniversitySaarbrücken · Germany1 work here

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

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