---
title: "Natural Language Engineering 2023 — papers — Elamur Research"
description: "Natural Language Engineering 2023 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/natural-language-engineering/2023/"
---
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# Natural Language Engineering 2023 — papers

The works of Natural Language Engineering published in 2023 that our library holds (publisher: Cambridge University Press): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**50** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/2023/#works) · [**26** citations of these works](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/2023/#works)

## Most cited papers

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

1. **[Improving short text classification with augmented data using GPT-3 ↗](https://doi.org/10.1017/s1351324923000438)**Salvador V. Balkus, Donghui Yan*74 citations*
2. **[Emojis as anchors to detect Arabic offensive language and hate speech](https://md.research.elamur.ai/free/en/papers/mubarak-2022-emojis-anchors-detect-arabic-offensive/)**Hamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury*56 citations · our summary*
3. **[Describe the house and I will tell you the price: House price prediction with textual description data ↗](https://doi.org/10.1017/s1351324923000360)**Hanxiang Zhang, Yansong Li, Paula Branco*29 citations*
4. **[How to do human evaluation: A brief introduction to user studies in NLP ↗](https://doi.org/10.1017/s1351324922000535)**Hendrik Schuff, Lindsey Vanderlyn, Heike Adel et al.*29 citations*
5. **[A comparison of latent semantic analysis and correspondence analysis of document-term matrices ↗](https://doi.org/10.1017/s1351324923000244)**Qianqian Qi, David J. Hessen, Tejaswini Deoskar et al.*20 citations*
6. **[A transformer-based multi-task framework for joint detection of aggression and hate on social media data ↗](https://doi.org/10.1017/s1351324923000104)**Soumitra Kumar Ghosh, Amit Priyankar, Asif Ekbal et al.*20 citations*
7. **[OffensEval 2023: Offensive language identification in the age of Large Language Models ↗](https://doi.org/10.1017/s1351324923000517)**Marcos Zampieri, Sara Rosenthal, Preslav Nakov et al.*20 citations*
8. **[SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media ↗](https://doi.org/10.1017/s1351324923000396)**Xuanyu Su, Yansong Li, Paula Branco et al.*15 citations*
9. **[Morphosyntactic probing of multilingual BERT models](https://md.research.elamur.ai/free/en/papers/acs-2023-morphosyntactic-probing-multilingual-bert-models/)**Judit Ács, Endre Hamerlik, Roy Schwartz et al.*12 citations · our summary*
10. **[Abstractive summarization with deep reinforcement learning using semantic similarity rewards ↗](https://doi.org/10.1017/s1351324923000505)**Figen Beken Fikri, Kemal Oflazer, Berrin A. Yanikoglu*10 citations*

## All works of the year (50)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Improving short text classification with augmented data using GPT-3 ↗](https://doi.org/10.1017/s1351324923000438)**Salvador V. Balkus, Donghui Yan*74 citations*
2. **[Emojis as anchors to detect Arabic offensive language and hate speech](https://md.research.elamur.ai/free/en/papers/mubarak-2022-emojis-anchors-detect-arabic-offensive/)**Hamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury*56 citations · our summary*
3. **[Describe the house and I will tell you the price: House price prediction with textual description data ↗](https://doi.org/10.1017/s1351324923000360)**Hanxiang Zhang, Yansong Li, Paula Branco*29 citations*
4. **[How to do human evaluation: A brief introduction to user studies in NLP ↗](https://doi.org/10.1017/s1351324922000535)**Hendrik Schuff, Lindsey Vanderlyn, Heike Adel et al.*29 citations*
5. **[A comparison of latent semantic analysis and correspondence analysis of document-term matrices ↗](https://doi.org/10.1017/s1351324923000244)**Qianqian Qi, David J. Hessen, Tejaswini Deoskar et al.*20 citations*
6. **[A transformer-based multi-task framework for joint detection of aggression and hate on social media data ↗](https://doi.org/10.1017/s1351324923000104)**Soumitra Kumar Ghosh, Amit Priyankar, Asif Ekbal et al.*20 citations*
7. **[OffensEval 2023: Offensive language identification in the age of Large Language Models ↗](https://doi.org/10.1017/s1351324923000517)**Marcos Zampieri, Sara Rosenthal, Preslav Nakov et al.*20 citations*
8. **[SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media ↗](https://doi.org/10.1017/s1351324923000396)**Xuanyu Su, Yansong Li, Paula Branco et al.*15 citations*
9. **[Morphosyntactic probing of multilingual BERT models](https://md.research.elamur.ai/free/en/papers/acs-2023-morphosyntactic-probing-multilingual-bert-models/)**Judit Ács, Endre Hamerlik, Roy Schwartz et al.*12 citations · our summary*
10. **[Abstractive summarization with deep reinforcement learning using semantic similarity rewards ↗](https://doi.org/10.1017/s1351324923000505)**Figen Beken Fikri, Kemal Oflazer, Berrin A. Yanikoglu*10 citations*
11. **[An unsupervised perplexity-based method for boilerplate removal ↗](https://doi.org/10.1017/s1351324923000049)**Marcos Fernández-Pichel, Manuel Prada-Corral, David E. Losada et al.*10 citations*
12. **[Emerging trends: Smooth-talking machines ↗](https://doi.org/10.1017/s1351324923000463)**Kenneth Church, Richard Yue*9 citations*
13. **[Urdu paraphrase detection: A novel DNN-based implementation using a semi-automatically generated corpus ↗](https://doi.org/10.1017/s1351324923000189)**Hafiz Rizwan Iqbal, Rashad Maqsood, Agha Ali Raza et al.*9 citations*
14. **[Argumentation models and their use in corpus annotation: Practice, prospects, and challenges ↗](https://doi.org/10.1017/s1351324923000062)**Henrique Lopes Cardoso, Rui Sousa‐Silva, Paula Carvalho et al.*8 citations*
15. **[Cluster-based ensemble learning model for improving sentiment classification of Arabic documents ↗](https://doi.org/10.1017/s135132492300027x)**Rana Husni Al Mahmoud, BASSAM H. HAMMO, Hossam Faris*7 citations*
16. **[Creating a large-scale diachronic corpus resource: Automated parsing in the Greek papyri (and beyond) ↗](https://doi.org/10.1017/s1351324923000384)**Alek Keersmaekers, Toon Van Hal*7 citations*
17. **[Focusing on potential named entities during active label acquisition ↗](https://doi.org/10.1017/s1351324923000165)**Ali Osman Berk Şapcı, Hasan Kemik, Reyyan Yeniterzi et al.*7 citations*
18. **[How you describe procurement calls matters: Predicting outcome of public procurement using call descriptions ↗](https://doi.org/10.1017/s135132492300030x)**Utku Umur Acikalin, Mustafa Kaan Gorgun, Mücahid Kutlu et al.*6 citations*
19. **[Improving semantic coverage of data-to-text generation model using dynamic memory networks ↗](https://doi.org/10.1017/s1351324923000207)**Elham Seifossadat, Hossein Sameti*6 citations*
20. **[Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport ↗](https://doi.org/10.1017/s1351324923000177)**Xin Shen, Wai Pang Lam, Shumin Ma et al.*6 citations*
21. **[Korean named entity recognition based on language-specific features ↗](https://doi.org/10.1017/s1351324923000311)**Yige Chen, KyungTae Lim, Jungyeul Park*6 citations*
22. **[Data-to-text generation using conditional generative adversarial with enhanced transformer ↗](https://doi.org/10.1017/s1351324923000487)**Elham Seifossadat, Hossein Sameti*5 citations*
23. **[Navigating the text generation revolution: Traditional data-to-text NLG companies and the rise of ChatGPT ↗](https://doi.org/10.1017/s1351324923000347)**Robert Dale*5 citations*
24. **[Quinductor: A multilingual data-driven method for generating reading-comprehension questions using Universal Dependencies ↗](https://doi.org/10.1017/s1351324923000037)**Dmytro Kalpakchi, Johan Boye*5 citations*
25. **[The problem of varying annotations to identify abusive language in social media content ↗](https://doi.org/10.1017/s1351324923000098)**Nina Seemann, Yeong Su Lee, Julian Höllig et al.*5 citations*

[See all 50 papers in Natural Language Engineering 2023 — papers →](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/2023/papers/)

## Works with our summary in our library (1)

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

1. **[Morphosyntactic probing of multilingual BERT models](https://md.research.elamur.ai/free/en/papers/acs-2023-morphosyntactic-probing-multilingual-bert-models/) [Natural Language Engineering](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/)**Judit Acs, Endre Hamerlik, Roy Schwartz, et al.*2023 · 26 citations*

## Top topics

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

[Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Interpretability (1)](https://md.research.elamur.ai/free/en/topics/interpretability/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](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.

[🧑‍🔬**Judit Acs**1 work here · 26 citations](https://md.research.elamur.ai/free/en/authors/judit-acs/) · [🧑‍🔬**Noah A. Smith**1 work here · 26 citations](https://md.research.elamur.ai/free/en/authors/noah-a-smith/) · [🧑‍🔬**Roy Schwartz**1 work here · 26 citations](https://md.research.elamur.ai/free/en/authors/roy-schwartz/)

## Top institutions

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

[🎓**Hebrew University of Jerusalem** Jerusalem · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/hebrew-university-of-jerusalem/) · [🎓**University of Washington** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**Budapest University of Technology and Economics** Budapest · Hungary 1 work here](https://md.research.elamur.ai/free/en/universities/budapest-university-of-technology-and-economics/) · [🔬**HUN-REN Institute for Computer Science and Control** Budapest · Hungary 1 work here](https://md.research.elamur.ai/free/en/labs/hun-ren-institute-for-computer-science-and-control/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Comenius University Bratislava** Bratislava · Slovakia 1 work here](https://md.research.elamur.ai/free/en/universities/comenius-university-bratislava/)

works and citations from OpenAlex and our library.

- [← previous Natural Language Engineering 2022](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/2022/)
- [↑ back to Natural Language Engineering](https://md.research.elamur.ai/free/en/venues/natural-language-engineering/)