📰 Natural Language Engineering 2023: all accepted papers

50 papers · the most cited first · ← Natural Language Engineering 2023

1. Improving short text classification with augmented data using GPT-3 ↗Salvador V. Balkus, Donghui Yan74 citations
2. Emojis as anchors to detect Arabic offensive language and hate speechHamdy Mubarak, Sabit Hassan, Shammur Absar Chowdhury56 citations · our summary
3. Describe the house and I will tell you the price: House price prediction with textual description data ↗Hanxiang Zhang, Yansong Li, Paula Branco29 citations
4. How to do human evaluation: A brief introduction to user studies in NLP ↗Hendrik Schuff, Lindsey Vanderlyn, Heike Adel et al.29 citations
5. A comparison of latent semantic analysis and correspondence analysis of document-term matrices ↗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 ↗Soumitra Kumar Ghosh, Amit Priyankar, Asif Ekbal et al.20 citations
7. OffensEval 2023: Offensive language identification in the age of Large Language Models ↗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 ↗Xuanyu Su, Yansong Li, Paula Branco et al.15 citations
9. Morphosyntactic probing of multilingual BERT modelsJudit Ács, Endre Hamerlik, Roy Schwartz et al.12 citations · our summary
10. Abstractive summarization with deep reinforcement learning using semantic similarity rewards ↗Figen Beken Fikri, Kemal Oflazer, Berrin A. Yanikoglu10 citations
11. An unsupervised perplexity-based method for boilerplate removal ↗Marcos Fernández-Pichel, Manuel Prada-Corral, David E. Losada et al.10 citations
12. Emerging trends: Smooth-talking machines ↗Kenneth Church, Richard Yue9 citations
13. Urdu paraphrase detection: A novel DNN-based implementation using a semi-automatically generated corpus ↗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 ↗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 ↗Rana Husni Al Mahmoud, BASSAM H. HAMMO, Hossam Faris7 citations
16. Creating a large-scale diachronic corpus resource: Automated parsing in the Greek papyri (and beyond) ↗Alek Keersmaekers, Toon Van Hal7 citations
17. Focusing on potential named entities during active label acquisition ↗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 ↗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 ↗Elham Seifossadat, Hossein Sameti6 citations
20. Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport ↗Xin Shen, Wai Pang Lam, Shumin Ma et al.6 citations
21. Korean named entity recognition based on language-specific features ↗Yige Chen, KyungTae Lim, Jungyeul Park6 citations
22. Data-to-text generation using conditional generative adversarial with enhanced transformer ↗Elham Seifossadat, Hossein Sameti5 citations
23. Navigating the text generation revolution: Traditional data-to-text NLG companies and the rise of ChatGPT ↗Robert Dale5 citations
24. Quinductor: A multilingual data-driven method for generating reading-comprehension questions using Universal Dependencies ↗Dmytro Kalpakchi, Johan Boye5 citations
25. The problem of varying annotations to identify abusive language in social media content ↗Nina Seemann, Yeong Su Lee, Julian Höllig et al.5 citations
26. A study towards contextual understanding of toxicity in online conversations ↗Pranava Madhyastha, Antigoni-Maria Founta, Lucia Specia4 citations
27. Emerging trends: Risks 3.0 and proliferation of spyware to 50,000 cell phones ↗Kenneth Church, Raman Chandrasekar4 citations
28. Linguistically aware evaluation of coreference resolution from the perspective of higher-level applications ↗Voldemaras Žitkus, Rita Butkienė, Rimantas Butleris4 citations
29. Masked transformer through knowledge distillation for unsupervised text style transfer ↗Arthur Scalercio, Aline Paes4 citations
30. NLP startup funding in 2022 ↗Robert Dale4 citations
31. Assessment of the E3C corpus for the recognition of disorders in clinical texts ↗Roberto Zanoli, Alberto Lavelli, Daniel Verdi do Amarante et al.3 citations
32. Determining sentiment views of verbal multiword expressions using linguistic features ↗Michael Wiegand, Marc Schulder, Josef Ruppenhofer3 citations
33. Perceptional and actional enrichment for metaphor detection with sensorimotor norms ↗Mingyu Wan, Qi Su, Kathleen Ahrens et al.3 citations
34. Plot extraction and the visualization of narrative flow ↗Michael DeBuse, Sean C. Warnick3 citations
35. Polish natural language inference and factivity: An expert-based dataset and benchmarks ↗Daniel Ziembicki, Karolina Seweryn, Anna Wróblewska3 citations
36. SAN-T2T: An automated table-to-text generator based on selective attention network ↗Haijie Ding, Xiaolong Xu3 citations
37. Towards diverse and contextually anchored paraphrase modeling: A dataset and baselines for Finnish ↗Jenna Kanerva, Filip Ginter, Li‐Hsin Chang et al.3 citations
38. A resampling-based method to evaluate NLI models ↗Felipe de Souza Salvatore, Marcelo Finger, Roberto Hirata et al.2 citations
39. Recommending tasks based on search queries and missions ↗Darío Garigliotti, Krisztian Balog, Katja Hose et al.2 citations
40. Syntactic n-grams in Computational Linguistics, by Grigori Sidorov. Cham, Springer Nature, 2019. ISBN 9783030147716. IX + 92 pages. ↗Feng Shi, Guohua Feng2 citations
41. An end-to-end neural framework using coarse-to-fine-grained attention for overlapping relational triple extraction ↗Huizhe Su, Hao Wang, Xiangfeng Luo et al.1 citation
42. Explainable Natural Language Processing, by Anders Søgaard. San Rafael, CA: Morgan & Claypool, 2021. ISBN 978-1-636-39213-4. XV+107 pages. ↗Zihao Zhang
43. Improved conversational recommender system based on dialog context ↗Xiaoyi Wang, Jie Liu, Jianyong Duan
44. Neural Arabic singular-to-plural conversion using a pretrained Character-BERT and a fused transformer ↗Azzam Radman, Mohammed Atros, Rehab Duwairi
45. Obituary: Yorick Wilks ↗John Tait
46. On generalization of the sense retrofitting model ↗Yang‐Yin Lee, Ting-Yu Yen, Hen‐Hsen Huang et al.
47. PGST: A Persian gender style transfer method ↗Reza Khanmohammadi, Seyed Abolghasem Mirroshandel
48. Preface: Special issue on NLP approaches to offensive content online ↗Marcos Zampieri, Isabelle Augenstein, Siddharth Krishnan et al.
49. Toward a shallow discourse parser for Turkish ↗Ferhat Kutlu, Deniz Zeyrek, Murathan Kurfalı
50. What should be encoded by position embedding for neural network language models? ↗Shuiyuan Yu, Zihao Zhang, Haitao Liu

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