OOIR: Observatory of International Research

Papers

(The TQCC of Natural Language Engineering is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-10-01 to 2024-10-01.)

Article	Citations
GPT-3: What’s it good for?	236
Emerging trends: A gentle introduction to fine-tuning	31
Comparison of text preprocessing methods	28
A Survey on Machine Reading Comprehension Systems	27
The automated writing assistance landscape in 2021	24
TNT-KID: Transformer-based neural tagger for keyword identification	23
Comparison of rule-based and neural network models for negation detection in radiology reports	20
Recent advances in processing negation	18
Automatic classification of participant roles in cyberbullying: Can we detect victims, bullies, and bystanders in social media text?	17
Automatic question generation based on sentence structure analysis using machine learning approach	14
In-depth analysis of the impact of OCR errors on named entity recognition and linking	14
Improving sentiment analysis with multi-task learning of negation	14
Emojis as anchors to detect Arabic offensive language and hate speech	14
Emerging Trends: SOTA-Chasing	13
Natural language processing for similar languages, varieties, and dialects: A survey	12
Named-entity recognition in Turkish legal texts	11
UNLT: Urdu Natural Language Toolkit	10
Turkish abstractive text summarization using pretrained sequence-to-sequence models	8
Improving short text classification with augmented data using GPT-3	8
Enhancement of Twitter event detection using news streams	8
SwitchNet: Learning to switch for word-level language identification in code-mixed social media text	7
Gender bias in legal corpora and debiasing it	7
Emerging trends: Deep nets for poets	6
Deception detection in text and its relation to the cultural dimension of individualism/collectivism	6
Describe the house and I will tell you the price: House price prediction with textual description data	6

Automated hate speech detection and span extraction in underground hacking and extremist forums	6
Sentence encoding for Dialogue Act classification	5
How to do human evaluation: A brief introduction to user studies in NLP	5
A survey of the extraction and applications of causal relations	4
A note on constituent parsing for Korean	4
Authorship attribution using author profiling classifiers	4
The voice synthesis business: 2022 update	4
SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media	4
An empirical study of cyclical learning rate on neural machine translation	4
Emerging trends: When can users trust GPT, and when should they intervene?	4
Enhancing deep neural networks with morphological information	3
Annotating argumentative structure in English-as-a-Foreign-Language learner essays	3
Emerging trends: Smooth-talking machines	3
Natural Language Processing for Corpus Linguistics by Jonathan Dunn. Cambridge: Cambridge University Press, 2022. ISBN 9781009070447 (PB), ISBN 9781009070447 (OC), vi+88 pages.	3
Emerging trends: Unfair, biased, addictive, dangerous, deadly, and insanely profitable	3
Creation of annotated country-level dialectal Arabic resources: An unsupervised approach	3
Lexicon or grammar? Using memory-based learning to investigate the syntactic relationship between Belgian and Netherlandic Dutch	3
Gamified crowdsourcing for idiom corpora construction	3
A transformer-based multi-task framework for joint detection of aggression and hate on social media data	3
Leveraging machine translation for cross-lingual fine-grained cyberbullying classification amongst pre-adolescents	3
RoLEX: The development of an extended Romanian lexical dataset and its evaluation at predicting concurrent lexical information	3
Topical language generation using transformers	3