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

53 papers · the most cited first · ← International Conference on Natural Language Processing for the Digital Humanities 2024

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
26. Text vs. Transcription: A Study of Differences Between the Writing and Speeches of U.S. Presidents ↗Mina Rajaei Moghadam, Mosab Rezaei, Gülşat Aygen et al.1 citation
27. Tracing the Genealogies of Ideas with Sentence Embeddings ↗Lucian Li1 citation
28. Vector Poetics: Parallel Couplet Detection in Classical Chinese Poetry ↗Maciej Kurzynski, Xiaotong Xu, Yu Feng1 citation
29. Adapting Measures of Literality for Use with Historical Language Data ↗Adam Roussel
30. CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration ↗Anton Eklund, Mona Forsman, Frank Drewes
31. Canonical Status and Literary Influence: A Comparative Study of Danish Novels from the Modern Breakthrough (1870–1900) ↗Pascale Feldkamp, Alie Lassche, Jan Kostkan et al.
32. Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models ↗Nikita Neveditsin, Ambuja Salgaonkar, Pawan Lingras et al.
33. Computational Methods for the Analysis of Complementizer Variability in Language and Literature: The Case of Hebrew “she-” and “ki”Avi Shmidman, Aynat Rubinsteinour summary
34. Constructing a Sentiment-Annotated Corpus of Austrian Historical Newspapers: Challenges, Tools, and Annotator Experience ↗Lucija Krusic
35. Corpus Development Based on Conflict Structures in the Security Field and LLM Bias Verification ↗Keito Inoshita
36. Enhancing Swedish Parliamentary Data: Annotation, Accessibility, and Application in Digital Humanities ↗Shafqat Mumtaz Virk, Claes Ohlsson, Nina Tahmasebi et al.
37. Evaluating Computational Representations of Character: An Austen Character Similarity Benchmark ↗Funing Yang, Carolyn Jane Anderson
38. Exploring Similarity Measures and Intertextuality in Vedic Sanskrit Literature ↗So Miyagawa, Yuki Kyogoku, Yuzuki Tsukagoshi et al.
39. Extracting Relations from Ecclesiastical Cultural Heritage Texts ↗Giulia Cruciani
40. Generating Interpretations of Policy Announcements ↗Andreas Marfurt, Ashley Thornton, David Sylvan et al.
41. Improving Latin Dependency Parsing by Combining Treebanks and Predictions ↗Hanna-Mari Kristiina Kupari, Erik Henriksson, Veronika Laippala et al.
42. Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference for Cost-Effective Cultural Heritage Dataset Generation ↗William Thorne, Ambrose Robinson, Bohua Peng et al.
43. Intersecting Register and Genre: Understanding the Contents of Web-Crawled Corpora ↗Amanda Myntti, Liina Repo, Elian Freyermuth et al.
44. It is a Truth Individually Acknowledged: Cross-references On Demand ↗Piper Vasicek, Courtni Byun, Kevin Seppi
45. Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language ↗Xinmeng Hou
46. Molyé: A Corpus-based Approach to Language Contact in Colonial France ↗Rasul Dent, Juliette Janes, Thibault Clerice et al.
47. Multi-word expressions in biomedical abstracts and their plain English adaptationsSergei Bagdasarov, Elke Teichour summary
48. N-gram-Based Preprocessing for Sandhi Reversion in Vedic Sanskrit ↗Yuzuki Tsukagoshi, Ikki Ohmukai
49. Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin ↗Svetlana Gorovaia, Gleb Schmidt, Ivan P. Yamshchikov
50. Testing and Adapting the Representational Abilities of Large Language Models on Folktales in Low-Resource Languages ↗J. A. Meaney, Beatrice Alex, William Lamb
51. Topic-Aware Causal Intervention for Counterfactual Detection ↗Thong Thanh Nguyen, Truc-My Nguyen
52. UD for German Poetry ↗Stefanie Dipper, Ronja Laarmann-Quante
53. Visualising Changes in Semantic Neighbourhoods of English Noun Compounds over Time ↗Malak Rassem, Myrto Tsigkouli, Chris W. Jenkins et al.

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