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# International Conference on Natural Language Processing for the Digital Humanities 2021 — accepted papers

International Conference on Natural Language Processing for the Digital Humanities 2021 is the 2021 edition of the International Conference on Natural Language Processing for the Digital Humanities, held in NIT Silchar, India, December 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 21 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.

📍 NIT Silchar, [India](https://md.research.elamur.ai/free/en/countries/india/) · 🗓 December 2021

[**21** papers in the proceedings](#all) · [**3** works in our library](https://md.research.elamur.ai/free/en/venues/nlp4dh/2021/#works) · [**28** citations of these works](https://md.research.elamur.ai/free/en/venues/nlp4dh/2021/#works)

## All accepted papers (21)

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

1. **[An Exploratory Study on Temporally Evolving Discussion around Covid-19 using Diachronic Word Embeddings ↗](https://aclanthology.org/2021.nlp4dh-1.21/)**Avinash Tulasi, Asanobu Kitamoto, Ponnurangam Kumaraguru et al.
2. **[Can Domain Pre-training Help Interdisciplinary Researchers from Data Annotation Poverty? A Case Study of Legal Argument Mining with BERT-based Transformers ↗](https://aclanthology.org/2021.nlp4dh-1.14/)**Gechuan Zhang, David Lillis, Paul Nulty
3. **[Did You Enjoy the Last Supper? An Experimental Study on Cross-Domain NER Models for the Art Domain ↗](https://aclanthology.org/2021.nlp4dh-1.20/)**Alejandro Sierra-Múnera, Ralf Krestel
4. **[How Does the Hate Speech Corpus Concern Sociolinguistic Discussions? A Case Study on Korean Online News Comments ↗](https://aclanthology.org/2021.nlp4dh-1.3/)**Won Ik Cho, Jihyung Moon
5. **[Japanese Beauty Marketing on Social Media: Critical Discourse Analysis Meets NLP ↗](https://aclanthology.org/2021.nlp4dh-1.15/)**Emily Öhman, Amy Gracy Metcalfe
6. **[Logical Layout Analysis Applied to Historical Newspapers ↗](https://aclanthology.org/2021.nlp4dh-1.10/)**Nicolas Gutehrlé, Iana Atanassova
7. **[Lotte and Annette: A Framework for Finding and Exploring Key Passages in Literary Works ↗](https://aclanthology.org/2021.nlp4dh-1.7/)**Frederik Arnold, Robert Jäschke
8. **[MacBERTh: Development and Evaluation of a Historically Pre-trained Language Model for English (1450-1950)](https://md.research.elamur.ai/free/en/papers/arevalo-2021-macberth-development-evaluation-historically-pre/)**Enrique Manjavacas Arevalo, Lauren Fonteyn*our summary*
9. **[NLP in the DH pipeline: Transfer-learning to a Chronolect](https://md.research.elamur.ai/free/en/papers/rubinstein-2021-nlp-dh-pipeline-transfer-learning/)**Aynat Rubinstein, Avi Shmidman*our summary*
10. **[Named Entity Recognition for French medieval charters ↗](https://aclanthology.org/2021.nlp4dh-1.5/)**Sergio Torres Aguilar, Dominique Stutzmann
11. **[Processing M.A. Castrén's Materials: Multilingual Historical Typed and Handwritten Manuscripts ↗](https://aclanthology.org/2021.nlp4dh-1.6/)**Niko Partanen, Jack Rueter, Khalid Alnajjar et al.
12. **[Sentiment Dynamics of Success: Fractal Scaling of Story Arcs Predicts Reader Preferences ↗](https://aclanthology.org/2021.nlp4dh-1.1/)**Yuri Bizzoni, Telma Peura, Mads Rosendahl Thomsen et al.
13. **[TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language ↗](https://aclanthology.org/2021.nlp4dh-1.19/)**Quan Duong, Mika Hämäläinen, Khalid Alnajjar
14. **[Text Zoning of Theater Reviews: How Different are Journalistic from Blogger Reviews? ↗](https://aclanthology.org/2021.nlp4dh-1.16/)**Mylene Maignant, Thierry Poibeau, Gaëtan Brison
15. **[The Validity of Lexicon-based Sentiment Analysis in Interdisciplinary Research ↗](https://aclanthology.org/2021.nlp4dh-1.2/)**Emily Öhman
16. **[The concept of nation in nineteenth-century Greek fiction through computational literary analysis ↗](https://aclanthology.org/2021.nlp4dh-1.9/)**Fotini Koidaki, Despina Christou, Katerina Tiktopoulou et al.
17. **[Transferring Modern Named Entity Recognition to the Historical Domain: How to Take the Step? ↗](https://aclanthology.org/2021.nlp4dh-1.18/)**Baptiste Blouin, Benoit Favre, Jeremy Auguste et al.
18. **[Using Computational Grounded Theory to Understand Tutors' Experiences in the Gig Economy ↗](https://aclanthology.org/2021.nlp4dh-1.13/)**Lama Alqazlan, Rob Procter, Michael Castelle
19. **[Using Referring Expression Generation to Model Literary Style ↗](https://aclanthology.org/2021.nlp4dh-1.8/)**Nick Montfort, Ardalan SadeghiKivi, Joanne Yuan et al.
20. **[Word Sense Induction with Attentive Context Clustering](https://md.research.elamur.ai/free/en/papers/stekel-2021-word-sense-induction-attentive-context/)**Moshe Stekel, Amos Azaria, Shai Gordin*our summary*
21. **[“Don't worry, it's just noise”': quantifying the impact of files treated as single textual units when they are really collections ↗](https://aclanthology.org/2021.nlp4dh-1.11/)**Thibault Clérice

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

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

1. [**MacBERTh: Development and Evaluation of a Historically Pre-trained Language Model for English (1450-1950)**Enrique Manjavacas Arevalo, Lauren Fonteyn*2021 · 23 citations*](https://md.research.elamur.ai/free/en/papers/arevalo-2021-macberth-development-evaluation-historically-pre/)
2. [**Word Sense Induction with Attentive Context Clustering**Moshe Stekel, Amos Azaria, Shai Gordin*2021 · 5 citations*](https://md.research.elamur.ai/free/en/papers/stekel-2021-word-sense-induction-attentive-context/)
3. [**NLP in the DH pipeline: Transfer-learning to a Chronolect**Aynat Rubinstein, Avi Shmidman*2021*](https://md.research.elamur.ai/free/en/papers/rubinstein-2021-nlp-dh-pipeline-transfer-learning/)

## Top topics

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

[Hebrew & Aramaic (2)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Word sense disambiguation (1)](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) · [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/) · [Biblical Hebrew (1)](https://md.research.elamur.ai/free/en/topics/biblical-hebrew/) · [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.

[🧑‍🔬**Enrique Manjavacas Arevalo**1 work here · 23 citations](https://md.research.elamur.ai/free/en/authors/enrique-manjavacas-arevalo/) · [🧑‍🔬**Amos Azaria**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/amos-azaria/) · [🧑‍🔬**Shai Gordin**1 work here · 5 citations](https://md.research.elamur.ai/free/en/authors/shai-gordin/) · [🧑‍🔬**Avi Shmidman**1 work here](https://md.research.elamur.ai/free/en/authors/avi-shmidman/) · [🧑‍🔬**Aynat Rubinstein**1 work here](https://md.research.elamur.ai/free/en/authors/aynat-rubinstein/)

## Top institutions

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

[🎓**Ariel University** Ariel · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/ariel-university/)

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

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