OOIR: Observatory of International Research

Papers

(The median citation count of Natural Language Engineering is 1. 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
Comparison of rule-based and neural network models for negation detection in radiology reports	18
Recent advances in processing negation	18
Improving sentiment analysis with multi-task learning of negation	14
Emerging Trends: SOTA-Chasing	13
Automatic question generation based on sentence structure analysis using machine learning approach	13
Automatic classification of participant roles in cyberbullying: Can we detect victims, bullies, and bystanders in social media text?	12
Natural language processing for similar languages, varieties, and dialects: A survey	11
Named-entity recognition in Turkish legal texts	11
Emojis as anchors to detect Arabic offensive language and hate speech	10
UNLT: Urdu Natural Language Toolkit	8
Focus of negation: Its identification in Spanish	8
Enhancement of Twitter event detection using news streams	8
Negation detection for sentiment analysis: A case study in Spanish	8
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
Improving short text classification with augmented data using GPT-3	7
Turkish abstractive text summarization using pretrained sequence-to-sequence models	6
Emerging trends: Deep nets for poets	6

Automatic generation of lexica for sentiment polarity shifters	5
Deception detection in text and its relation to the cultural dimension of individualism/collectivism	5
Sentence encoding for Dialogue Act classification	5
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
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
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
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
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
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
Processing negation: An introduction to the special issue	1
NLE volume 26 issue 5 Cover and Back matter	1
Morphosyntactic probing of multilingual BERT models	1
An unsupervised perplexity-based method for boilerplate removal	1
Towards universal methods for fake news detection	1
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task	1
OffensEval 2023: Offensive language identification in the age of Large Language Models	1
A randomized prospective study of a hybrid rule- and data-driven virtual patient	1
Parameter-efficient feature-based transfer for paraphrase identification	1
Text Mining with R: A Tidy Approach, by Julia Silge and David Robinson. Sebastopol, CA: O’Reilly Media, 2017. ISBN 978-1-491-98165-8. XI + 184 pages.	1
Creating a large-scale diachronic corpus resource: Automated parsing in the Greek papyri (and beyond)	1
Lightweight transformers for clinical natural language processing	1
A systematic review of unsupervised approaches to grammar induction	1

Reducing repetition in convolutional abstractive summarization	1
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity	1
Abstract meaning representation of Turkish	1
A machine translation mechanism of Brazilian Portuguese to Libras with syntactic-semantic adequacy	1
A benchmark for evaluating Arabic word embedding models	1
Construction Grammar Conceptual Network: Coordination-based graph method for semantic association analysis	1
Explainable lexical entailment with semantic graphs	1
SAN-T2T: An automated table-to-text generator based on selective attention network	1
Cluster-based ensemble learning model for improving sentiment classification of Arabic documents	1
A comparison of latent semantic analysis and correspondence analysis of document-term matrices	1
Emerging trends: Ethics, intimidation, and the Cold War	1
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task – CORRIGENDUM	1
Emerging trends: Deep nets thrive on scale	1
Quantifying the impact of context on the quality of manual hate speech annotation	1
Machine Learning for Text, by Charu C. Aggarwal, New York, Springer, 2018. ISBN 9783319735306. XXIII + 493 pages.	1
Meemi: A simple method for post-processing and integrating cross-lingual word embeddings	1
How you describe procurement calls matters: Predicting outcome of public procurement using call descriptions	1
How to do human evaluation: A brief introduction to user studies in NLP	1
Cluster-based mention typing for named entity disambiguation	1
Exploiting native language interference for native language identification	1
Towards diverse and contextually anchored paraphrase modeling: A dataset and baselines for Finnish	1
Improving semantic coverage of data-to-text generation model using dynamic memory networks	1
From unified phrase representation to bilingual phrase alignment in an unsupervised manner	1
A transformer-based multi-task framework for joint detection of aggression and hate on social media data	1
Unsupervised Arabic dialect segmentation for machine translation	1
Lyrics segmentation via bimodal text–audio representation	1