Natural Language Engineering

Article	Citations
GPT-3: What’s it good for?	172
Comparison of rule-based and neural network models for negation detection in radiology reports	17
A Survey on Machine Reading Comprehension Systems	15
Neural machine translation of low-resource languages using SMT phrase pair injection	15
Improving sentiment analysis with multi-task learning of negation	14
The automated writing assistance landscape in 2021	14
Recent advances in processing negation	14
Natural language generation: The commercial state of the art in 2020	14
TNT-KID: Transformer-based neural tagger for keyword identification	13
Emerging trends: A gentle introduction to fine-tuning	13
Text classification with semantically enriched word embeddings	13
Emerging Trends: SOTA-Chasing	12
Automatic classification of participant roles in cyberbullying: Can we detect victims, bullies, and bystanders in social media text?	11
Automatic question generation based on sentence structure analysis using machine learning approach	11
Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora	10
Spoken Arabic dialect recognition using X-vectors	10
Emojis as anchors to detect Arabic offensive language and hate speech	9
Universal Lemmatizer: A sequence-to-sequence model for lemmatizing Universal Dependencies treebanks	9
Named-entity recognition in Turkish legal texts	8
Unsupervised modeling anomaly detection in discussion forums posts using global vectors for text representation	8
Comparison of text preprocessing methods	8
Fine-grained analysis of language varieties and demographics	8
Natural language processing for similar languages, varieties, and dialects: A survey	7
UNLT: Urdu Natural Language Toolkit	7
Computational generation of slogans	6

SwitchNet: Learning to switch for word-level language identification in code-mixed social media text	6
Emerging trends: Deep nets for poets	6
Gender bias in legal corpora and debiasing it	6
Negation detection for sentiment analysis: A case study in Spanish	6
Improving short text classification with augmented data using GPT-3	6
Focus of negation: Its identification in Spanish	6
Is your document novel? Let attention guide you. An attention-based model for document-level novelty detection	5
Automatic generation of lexica for sentiment polarity shifters	5
Classification of regional and genre varieties of Chinese: A correspondence analysis approach based on comparable balanced corpora	5
Sentence encoding for Dialogue Act classification	4
The voice synthesis business: 2022 update	4
In-depth analysis of the impact of OCR errors on named entity recognition and linking	4
Turkish abstractive text summarization using pretrained sequence-to-sequence models	4
Improving speech emotion recognition based on acoustic words emotion dictionary	4
Enhancement of Twitter event detection using news streams	4
Emerging trends: Reviewing the reviewers (again)	4
Sentiment analysis in Turkish: Supervised, semi-supervised, and unsupervised techniques	4
Automated hate speech detection and span extraction in underground hacking and extremist forums	3
A survey of the extraction and applications of causal relations	3
Killing me softly: Creative and cognitive aspects of implicitness in abusive language online	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
Deception detection in text and its relation to the cultural dimension of individualism/collectivism	3
Improved feature decay algorithms for statistical machine translation	3
A note on constituent parsing for Korean	3
Emerging trends: Unfair, biased, addictive, dangerous, deadly, and insanely profitable	3
A clustering framework for lexical normalization of Roman Urdu	3
Compression versus traditional machine learning classifiers to detect code-switching in varieties and dialects: Arabic as a case study	3
Syntax-ignorant N-gram embeddings for dialectal Arabic sentiment analysis	2
Effective multi-dialectal arabic POS tagging	2
Incorporating word embeddings in unsupervised morphological segmentation	2
RoLEX: The development of an extended Romanian lexical dataset and its evaluation at predicting concurrent lexical information	2
Topical language generation using transformers	2
An empirical study of cyclical learning rate on neural machine translation	2
Creation of annotated country-level dialectal Arabic resources: An unsupervised approach	2
Lexicon or grammar? Using memory-based learning to investigate the syntactic relationship between Belgian and Netherlandic Dutch	2
Imparting interpretability to word embeddings while preserving semantic structure	2
Joint learning of morphology and syntax with cross-level contextual information flow	2
Linguistic knowledge-based vocabularies for Neural Machine Translation	2
Enhancing deep neural networks with morphological information	2
Benchmarks and goals	2
Towards improving coherence and diversity of slogan generation	2
Automated evaluation of the quality of ideas in compositions based on concept maps	2
$NLP: How to spend a billion dollars	2
SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media	1
Emerging trends: Ethics, intimidation, and the Cold War	1
A randomized prospective study of a hybrid rule- and data-driven virtual patient	1
Towards syntax-aware token embeddings	1
SAN-T2T: An automated table-to-text generator based on selective attention network	1
Nonuniform language in technical writing: Detection and correction	1
Lyrics segmentation via bimodal text–audio representation	1

Improving semantic coverage of data-to-text generation model using dynamic memory networks	1
Learning from noisy out-of-domain corpus using dataless classification	1
Reducing repetition in convolutional abstractive summarization	1
A benchmark for evaluating Arabic word embedding models	1
Investigating translated Chinese and its variants using machine learning	1
Annotating argumentative structure in English-as-a-Foreign-Language learner essays	1
Korean named entity recognition based on language-specific features	1
Cluster-based ensemble learning model for improving sentiment classification of Arabic documents	1
Gamified crowdsourcing for idiom corpora construction	1
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task	1
Authorship attribution using author profiling classifiers	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
NLE volume 26 issue 5 Cover and Back matter	1
From theories on styles to their transfer in text: Bridging the gap with a hierarchical survey	1
Machine Learning for Text, by Charu C. Aggarwal, New York, Springer, 2018. ISBN 9783319735306. XXIII + 493 pages.	1
Emerging trends: Deep nets thrive on scale	1
A machine translation mechanism of Brazilian Portuguese to Libras with syntactic-semantic adequacy	1
Processing negation: An introduction to the special issue	1
Towards diverse and contextually anchored paraphrase modeling: A dataset and baselines for Finnish	1
Describe the house and I will tell you the price: House price prediction with textual description data	1
Emerging trends: Smooth-talking machines	1
Construction Grammar Conceptual Network: Coordination-based graph method for semantic association analysis	1
Exploiting native language interference for native language identification	1
A comparison of latent semantic analysis and correspondence analysis of document-term matrices	1
NLP startup funding in 2022	1
Lightweight transformers for clinical natural language processing	1
A systematic review of unsupervised approaches to grammar induction	1
Leveraging machine translation for cross-lingual fine-grained cyberbullying classification amongst pre-adolescents	1
Neural Machine Translation 2020, by Philipp Koehn, Cambridge, Cambridge University Press, ISBN 978-1-108-49732-9, pages 393.	1
Meemi: A simple method for post-processing and integrating cross-lingual word embeddings	1
Quantifying the impact of context on the quality of manual hate speech annotation	1
An unsupervised perplexity-based method for boilerplate removal	1
Cluster-based mention typing for named entity disambiguation	1
Preface	0
Data-to-text generation using conditional generative adversarial with enhanced transformer	0
Emerging trends: General fine-tuning (gft)	0
NLE volume 28 issue 3 Cover and Back matter	0
Masked transformer through knowledge distillation for unsupervised text style transfer	0
PGST: A Persian gender style transfer method	0
NLE volume 28 issue 4 Cover and Front matter	0
Parameter-efficient feature-based transfer for paraphrase identification	0
Ranking facts for explaining answers to elementary science questions	0
Statistics in Corpus Linguistics: A New Approach by Sean Wallis. New York/Oxon: Routledge, 2021. ISBN 9781138589384 (PB: 44.95), ISBN 9781138589377 (HB: 160.00), ISBN 9780429491696 (eBook: 44.95), xxv	0
Actionable conversational quality indicators for improving task-oriented dialog systems	0
NLE volume 27 issue 6 Cover and Back matter	0
NLE volume 28 issue 1 Cover and Front matter	0
OffensEval 2023: Offensive language identification in the age of Large Language Models	0
NLE volume 27 issue 1 Cover and Front matter	0
Real-world sentence boundary detection using multitask learning: A case study on French	0
MHeTRep: A multilingual semantically tagged health terms repository	0
Efficient bilingual lexicon extraction from comparable corpora based on formal concepts analysis	0
A semantic parsing pipeline for context-dependent question answering over temporally structured data	0
Lyndon White, Roberto Togneri, Wei Liu and Mohammed Bennamoun, Neural Representations of Natural Language. Singapore, Springer, 2019. XIV + 122 pages, ISBN:9789811300615	0
NLE volume 26 issue 6 Cover and Front matter	0
NLE volume 27 issue 4 Cover and Front matter	0
Robert C. Berwick and Edward P. Stabler, editors. Minimalist Parsing. Oxford: Oxford University Press, 2019. ISBN: 978-0-19-879508-7. Price. $40.00 (paperback). $84.00 (hardcover). xvi+192 pages	0
Focusing on potential named entities during active label acquisition	0
NLE volume 26 issue 6 Cover and Back matter	0
NLE volume 28 issue 6 Cover and Back matter	0
Preface: Special issue on NLP approaches to offensive content online	0
Generating Arabic TAG for syntax-semantics analysis	0
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task – CORRIGENDUM	0
Linguistically aware evaluation of coreference resolution from the perspective of higher-level applications	0
Argumentation models and their use in corpus annotation: Practice, prospects, and challenges	0
How do control tokens affect natural language generation tasks like text simplification	0
NLE volume 26 issue 4 Cover and Front matter	0
Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport	0
A survey of methods for revealing and overcoming weaknesses of data-driven Natural Language Understanding	0
A year’s a long time in generative AI	0
From unified phrase representation to bilingual phrase alignment in an unsupervised manner	0
On generalization of the sense retrofitting model	0
Assessment of the E3C corpus for the recognition of disorders in clinical texts	0
A resampling-based method to evaluate NLI models	0
NLE volume 27 issue 2 Cover and Front matter	0
Overcoming Challenges in Corpus Construction: The Spoken British National Corpus 2014, by Robbie Love. New York: Routledge, 2020. ISBN 978-1-138-36737-1, xviii + 202 pages	0
NLE volume 26 issue 4 Cover and Back matter	0
NLE volume 26 issue 3 Cover and Back matter	0
Artificial fine-tuning tasks for yes/no question answering	0
NLE volume 26 issue 5 Cover and Front matter	0

Extracting possessions from text: Experiments and error analysis	0
NLE volume 28 issue 1 Cover and Back matter	0
Emerging trends: When can users trust GPT, and when should they intervene?	0
Emerging trends: Risks 3.0 and proliferation of spyware to 50,000 cell phones	0
Urdu paraphrase detection: A novel DNN-based implementation using a semi-automatically generated corpus	0
Neural automated writing evaluation for Korean L2 writing	0
Emerging trends: Subwords, seriously?	0
Explainable Natural Language Processing, by Anders Søgaard. San Rafael, CA: Morgan & Claypool, 2021. ISBN 978-1-636-39213-4. XV+107 pages.	0
NLE volume 27 issue 6 Cover and Front matter	0
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity	0
NLE volume 28 issue 2 Cover and Front matter	0
NLE volume 28 issue 5 Cover and Back matter	0
Abstract meaning representation of Turkish	0
NLE volume 28 issue 2 Cover and Back matter	0
NLE volume 27 issue 5 Cover and Front matter	0
NLE volume 27 issue 3 Cover and Front matter	0
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.	0
NLE volume 28 issue 3 Cover and Front matter	0
Improving aspect-based neural sentiment classification with lexicon enhancement, attention regularization and sentiment induction	0
NLE volume 27 issue 4 Cover and Back matter	0
NLE volume 26 issue 2 Cover and Back matter	0
SEN: A subword-based ensemble network for Chinese historical entity extraction	0
NLE volume 27 issue 3 Cover and Back matter	0
Anisotropic span embeddings and the negative impact of higher-order inference for coreference resolution: An empirical analysis	0
Creating a large-scale diachronic corpus resource: Automated parsing in the Greek papyri (and beyond)	0
Toward a shallow discourse parser for Turkish	0
Obituary: Yorick Wilks	0
A study towards contextual understanding of toxicity in online conversations	0
Navigating the text generation revolution: Traditional data-to-text NLG companies and the rise of ChatGPT	0
NLE volume 26 issue 2 Cover and Front matter	0
Quinductor: A multilingual data-driven method for generating reading-comprehension questions using Universal Dependencies	0
Polish natural language inference and factivity: An expert-based dataset and benchmarks	0
NLE volume 27 issue 5 Cover and Back matter	0
NLE volume 28 issue 4 Cover and Back matter	0
An end-to-end neural framework using coarse-to-fine-grained attention for overlapping relational triple extraction	0
An analysis of property inference methods	0
Determining sentiment views of verbal multiword expressions using linguistic features	0
Neural Arabic singular-to-plural conversion using a pretrained Character-BERT and a fused transformer	0
Improved conversational recommender system based on dialog context	0
NLE volume 27 issue 1 Cover and Back matter	0
Recommending tasks based on search queries and missions	0
NLE volume 26 issue 3 Cover and Front matter	0
The problem of varying annotations to identify abusive language in social media content	0
Explainable lexical entailment with semantic graphs	0
Compositional matrix-space models of language: Definitions, properties, and learning methods	0
NLE volume 27 issue 2 Cover and Back matter	0
Towards improving the robustness of sequential labeling models against typographical adversarial examples using triplet loss	0
Korean named entity recognition based on language-specific features – CORRIGENDUM	0
Abstractive summarization with deep reinforcement learning using semantic similarity rewards	0
How you describe procurement calls matters: Predicting outcome of public procurement using call descriptions	0
Morphosyntactic probing of multilingual BERT models	0
Syntactic n-grams in Computational Linguistics, by Grigori Sidorov. Cham, Springer Nature, 2019. ISBN 9783030147716. IX + 92 pages.	0
Recognition of visual scene elements from a story text in Persian natural language	0
How to do human evaluation: A brief introduction to user studies in NLP	0
An empirical study of incorporating syntactic constraints into BERT-based location metonymy resolution	0
Perceptional and actional enrichment for metaphor detection with sensorimotor norms	0
Plot extraction and the visualization of narrative flow	0
KLAUS-Tr: Knowledge & learning-based unit focused arithmetic word problem solver for transfer cases	0
Temporally anchored spatial knowledge: Corpora and experiments	0
NLE volume 28 issue 6 Cover and Front matter	0
Towards universal methods for fake news detection	0
NLE volume 28 issue 5 Cover and Front matter	0
Automated annotation of parallel bible corpora with cross-lingual semantic concordance	0
SoundexGR: An algorithm for phonetic matching for the Greek language	0
What should be encoded by position embedding for neural network language models?	0