OOIR: Observatory of International Research

Papers

(The TQCC of Natural Language Engineering is 2. 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 2020-07-01 to 2024-07-01.)

Article	Citations
GPT-3: What’s it good for?	206
Emerging trends: A gentle introduction to fine-tuning	24
A Survey on Machine Reading Comprehension Systems	24
The automated writing assistance landscape in 2021	21
TNT-KID: Transformer-based neural tagger for keyword identification	20
Comparison of text preprocessing methods	19
Recent advances in processing negation	18
Comparison of rule-based and neural network models for negation detection in radiology reports	18
Improving sentiment analysis with multi-task learning of negation	14
Automatic question generation based on sentence structure analysis using machine learning approach	13
Emerging Trends: SOTA-Chasing	13
Automatic classification of participant roles in cyberbullying: Can we detect victims, bullies, and bystanders in social media text?	12
Named-entity recognition in Turkish legal texts	11
Natural language processing for similar languages, varieties, and dialects: A survey	11
Emojis as anchors to detect Arabic offensive language and hate speech	10
Enhancement of Twitter event detection using news streams	8
Negation detection for sentiment analysis: A case study in Spanish	8
UNLT: Urdu Natural Language Toolkit	8
Focus of negation: Its identification in Spanish	8
Improving short text classification with augmented data using GPT-3	7
Gender bias in legal corpora and debiasing it	7
In-depth analysis of the impact of OCR errors on named entity recognition and linking	7
SwitchNet: Learning to switch for word-level language identification in code-mixed social media text	7
Turkish abstractive text summarization using pretrained sequence-to-sequence models	6
Emerging trends: Deep nets for poets	6

Deception detection in text and its relation to the cultural dimension of individualism/collectivism	5
Sentence encoding for Dialogue Act classification	5
Automatic generation of lexica for sentiment polarity shifters	5
The voice synthesis business: 2022 update	4
A survey of the extraction and applications of causal relations	4
A note on constituent parsing for Korean	4
Automated hate speech detection and span extraction in underground hacking and extremist forums	4
Improved feature decay algorithms for statistical machine translation	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
Authorship attribution using author profiling classifiers	3
Enhancing deep neural networks with morphological information	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
Linguistic knowledge-based vocabularies for Neural Machine Translation	3
RoLEX: The development of an extended Romanian lexical dataset and its evaluation at predicting concurrent lexical information	3
Emerging trends: Unfair, biased, addictive, dangerous, deadly, and insanely profitable	3
Gamified crowdsourcing for idiom corpora construction	3
Neural Machine Translation 2020, by Philipp Koehn, Cambridge, Cambridge University Press, ISBN 978-1-108-49732-9, pages 393.	2
Creation of annotated country-level dialectal Arabic resources: An unsupervised approach	2
Emerging trends: When can users trust GPT, and when should they intervene?	2
Lexicon or grammar? Using memory-based learning to investigate the syntactic relationship between Belgian and Netherlandic Dutch	2
Describe the house and I will tell you the price: House price prediction with textual description data	2
$NLP: How to spend a billion dollars	2
Towards syntax-aware token embeddings	2
Leveraging machine translation for cross-lingual fine-grained cyberbullying classification amongst pre-adolescents	2
Incorporating word embeddings in unsupervised morphological segmentation	2
Towards improving coherence and diversity of slogan generation	2
Recognition of visual scene elements from a story text in Persian natural language	2
Topical language generation using transformers	2
Joint learning of morphology and syntax with cross-level contextual information flow	2
NLP startup funding in 2022	2
Benchmarks and goals	2
Korean named entity recognition based on language-specific features	2
Annotating argumentative structure in English-as-a-Foreign-Language learner essays	2
Killing me softly: Creative and cognitive aspects of implicitness in abusive language online	2
Automated evaluation of the quality of ideas in compositions based on concept maps	2
Emerging trends: Smooth-talking machines	2