Natural Language Engineering

Papers
(The median citation count of Natural Language Engineering is 0. 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 2020-04-01 to 2024-04-01.)
ArticleCitations
GPT-3: What’s it good for?177
A Survey on Machine Reading Comprehension Systems18
Comparison of rule-based and neural network models for negation detection in radiology reports17
The automated writing assistance landscape in 202116
TNT-KID: Transformer-based neural tagger for keyword identification16
Neural machine translation of low-resource languages using SMT phrase pair injection15
Text classification with semantically enriched word embeddings14
Emerging trends: A gentle introduction to fine-tuning14
Improving sentiment analysis with multi-task learning of negation14
Natural language generation: The commercial state of the art in 202014
Recent advances in processing negation14
Automatic question generation based on sentence structure analysis using machine learning approach12
Emerging Trends: SOTA-Chasing12
Automatic classification of participant roles in cyberbullying: Can we detect victims, bullies, and bystanders in social media text?11
Spoken Arabic dialect recognition using X-vectors10
Supervised learning for the detection of negation and of its scope in French and Brazilian Portuguese biomedical corpora10
Emojis as anchors to detect Arabic offensive language and hate speech9
Natural language processing for similar languages, varieties, and dialects: A survey9
Universal Lemmatizer: A sequence-to-sequence model for lemmatizing Universal Dependencies treebanks9
Comparison of text preprocessing methods8
Named-entity recognition in Turkish legal texts8
UNLT: Urdu Natural Language Toolkit7
Improving short text classification with augmented data using GPT-37
Computational generation of slogans7
Enhancement of Twitter event detection using news streams6
SwitchNet: Learning to switch for word-level language identification in code-mixed social media text6
Emerging trends: Deep nets for poets6
Gender bias in legal corpora and debiasing it6
Negation detection for sentiment analysis: A case study in Spanish6
Focus of negation: Its identification in Spanish6
Automatic generation of lexica for sentiment polarity shifters5
In-depth analysis of the impact of OCR errors on named entity recognition and linking5
Turkish abstractive text summarization using pretrained sequence-to-sequence models5
Is your document novel? Let attention guide you. An attention-based model for document-level novelty detection5
Sentence encoding for Dialogue Act classification4
The voice synthesis business: 2022 update4
Sentiment analysis in Turkish: Supervised, semi-supervised, and unsupervised techniques4
Automated hate speech detection and span extraction in underground hacking and extremist forums4
Improving speech emotion recognition based on acoustic words emotion dictionary4
Deception detection in text and its relation to the cultural dimension of individualism/collectivism3
A survey of the extraction and applications of causal relations3
Killing me softly: Creative and cognitive aspects of implicitness in abusive language online3
A note on constituent parsing for Korean3
Emerging trends: Unfair, biased, addictive, dangerous, deadly, and insanely profitable3
Improved feature decay algorithms for statistical machine translation3
A clustering framework for lexical normalization of Roman Urdu3
Natural Language Processing for Corpus Linguistics by Jonathan Dunn. Cambridge: Cambridge University Press, 2022. ISBN 9781009070447 (PB), ISBN 9781009070447 (OC), vi+88 pages.3
Authorship attribution using author profiling classifiers3
An empirical study of cyclical learning rate on neural machine translation3
RoLEX: The development of an extended Romanian lexical dataset and its evaluation at predicting concurrent lexical information3
Compression versus traditional machine learning classifiers to detect code-switching in varieties and dialects: Arabic as a case study3
Enhancing deep neural networks with morphological information2
Benchmarks and goals2
Towards improving coherence and diversity of slogan generation2
Topical language generation using transformers2
Joint learning of morphology and syntax with cross-level contextual information flow2
Effective multi-dialectal arabic POS tagging2
Incorporating word embeddings in unsupervised morphological segmentation2
Lexicon or grammar? Using memory-based learning to investigate the syntactic relationship between Belgian and Netherlandic Dutch2
Automated evaluation of the quality of ideas in compositions based on concept maps2
SSL-GAN-RoBERTa: A robust semi-supervised model for detecting Anti-Asian COVID-19 hate speech on social media2
Linguistic knowledge-based vocabularies for Neural Machine Translation2
Creation of annotated country-level dialectal Arabic resources: An unsupervised approach2
Annotating argumentative structure in English-as-a-Foreign-Language learner essays2
Imparting interpretability to word embeddings while preserving semantic structure2
$NLP: How to spend a billion dollars2
Reducing repetition in convolutional abstractive summarization1
Construction Grammar Conceptual Network: Coordination-based graph method for semantic association analysis1
Processing negation: An introduction to the special issue1
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task1
A comparison of latent semantic analysis and correspondence analysis of document-term matrices1
Machine Learning for Text, by Charu C. Aggarwal, New York, Springer, 2018. ISBN 9783319735306. XXIII + 493 pages.1
SAN-T2T: An automated table-to-text generator based on selective attention network1
Meemi: A simple method for post-processing and integrating cross-lingual word embeddings1
A systematic review of unsupervised approaches to grammar induction1
An unsupervised perplexity-based method for boilerplate removal1
Cluster-based mention typing for named entity disambiguation1
Neural Machine Translation 2020, by Philipp Koehn, Cambridge, Cambridge University Press, ISBN 978-1-108-49732-9, pages 393.1
Gamified crowdsourcing for idiom corpora construction1
Emerging trends: Ethics, intimidation, and the Cold War1
Quantifying the impact of context on the quality of manual hate speech annotation1
Exploiting native language interference for native language identification1
Towards syntax-aware token embeddings1
NLP startup funding in 20221
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
Leveraging machine translation for cross-lingual fine-grained cyberbullying classification amongst pre-adolescents1
Lyrics segmentation via bimodal text–audio representation1
Towards diverse and contextually anchored paraphrase modeling: A dataset and baselines for Finnish1
Improving semantic coverage of data-to-text generation model using dynamic memory networks1
Towards universal methods for fake news detection1
Korean named entity recognition based on language-specific features1
Cluster-based ensemble learning model for improving sentiment classification of Arabic documents1
Investigating translated Chinese and its variants using machine learning1
A randomized prospective study of a hybrid rule- and data-driven virtual patient1
A transformer-based multi-task framework for joint detection of aggression and hate on social media data1
NLE volume 26 issue 5 Cover and Back matter1
Lightweight transformers for clinical natural language processing1
Learning from noisy out-of-domain corpus using dataless classification1
Unsupervised Arabic dialect segmentation for machine translation1
A machine translation mechanism of Brazilian Portuguese to Libras with syntactic-semantic adequacy1
A benchmark for evaluating Arabic word embedding models1
Emerging trends: Deep nets thrive on scale1
Emerging trends: Smooth-talking machines1
Describe the house and I will tell you the price: House price prediction with textual description data1
Obituary: Yorick Wilks0
NLE volume 26 issue 3 Cover and Back matter0
SoundexGR: An algorithm for phonetic matching for the Greek language0
A survey of methods for revealing and overcoming weaknesses of data-driven Natural Language Understanding0
NLE volume 28 issue 1 Cover and Back matter0
NLE volume 26 issue 4 Cover and Back matter0
A year’s a long time in generative AI0
Emerging trends: When can users trust GPT, and when should they intervene?0
Urdu paraphrase detection: A novel DNN-based implementation using a semi-automatically generated corpus0
NLE volume 26 issue 5 Cover and Front matter0
A resampling-based method to evaluate NLI models0
Recommending tasks based on search queries and missions0
The problem of varying annotations to identify abusive language in social media content0
Extracting possessions from text: Experiments and error analysis0
A semantic parsing pipeline for context-dependent question answering over temporally structured data0
Emerging trends: Risks 3.0 and proliferation of spyware to 50,000 cell phones0
Explainable lexical entailment with semantic graphs0
NLE volume 27 issue 4 Cover and Front matter0
Emerging trends: Subwords, seriously?0
Towards improving the robustness of sequential labeling models against typographical adversarial examples using triplet loss0
NLE volume 26 issue 6 Cover and Back matter0
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity0
How you describe procurement calls matters: Predicting outcome of public procurement using call descriptions0
NLE volume 28 issue 6 Cover and Front matter0
Quinductor: A multilingual data-driven method for generating reading-comprehension questions using Universal Dependencies0
Determining sentiment views of verbal multiword expressions using linguistic features0
NLE volume 27 issue 5 Cover and Front matter0
Generating Arabic TAG for syntax-semantics analysis0
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), xxv0
NLE volume 28 issue 3 Cover and Front matter0
Polish natural language inference and factivity: An expert-based dataset and benchmarks0
Masked transformer through knowledge distillation for unsupervised text style transfer0
NLE volume 28 issue 3 Cover and Back matter0
SEN: A subword-based ensemble network for Chinese historical entity extraction0
Assessment of the E3C corpus for the recognition of disorders in clinical texts0
NLE volume 28 issue 4 Cover and Back matter0
An end-to-end neural framework using coarse-to-fine-grained attention for overlapping relational triple extraction0
An empirical study of incorporating syntactic constraints into BERT-based location metonymy resolution0
KLAUS-Tr: Knowledge & learning-based unit focused arithmetic word problem solver for transfer cases0
Navigating the text generation revolution: Traditional data-to-text NLG companies and the rise of ChatGPT0
Anisotropic span embeddings and the negative impact of higher-order inference for coreference resolution: An empirical analysis0
Preface0
NLE volume 27 issue 1 Cover and Back matter0
NLE volume 27 issue 2 Cover and Front matter0
A study towards contextual understanding of toxicity in online conversations0
Artificial fine-tuning tasks for yes/no question answering0
From theories on styles to their transfer in text: Bridging the gap with a hierarchical survey0
PGST: A Persian gender style transfer method0
An analysis of property inference methods0
Explainable Natural Language Processing, by Anders Søgaard. San Rafael, CA: Morgan & Claypool, 2021. ISBN 978-1-636-39213-4. XV+107 pages.0
Improved conversational recommender system based on dialog context0
OffensEval 2023: Offensive language identification in the age of Large Language Models0
NLE volume 28 issue 2 Cover and Front matter0
NLE volume 26 issue 3 Cover and Front matter0
MHeTRep: A multilingual semantically tagged health terms repository0
NLE volume 28 issue 2 Cover and Back matter0
Compositional matrix-space models of language: Definitions, properties, and learning methods0
Lyndon White, Roberto Togneri, Wei Liu and Mohammed Bennamoun, Neural Representations of Natural Language. Singapore, Springer, 2019. XIV + 122 pages, ISBN:97898113006150
Perceptional and actional enrichment for metaphor detection with sensorimotor norms0
Korean named entity recognition based on language-specific features – CORRIGENDUM0
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 pages0
NLE volume 26 issue 4 Cover and Front matter0
How do control tokens affect natural language generation tasks like text simplification0
On generalization of the sense retrofitting model0
Recognition of visual scene elements from a story text in Persian natural language0
Focusing on potential named entities during active label acquisition0
How to do human evaluation: A brief introduction to user studies in NLP0
Plot extraction and the visualization of narrative flow0
NLE volume 27 issue 4 Cover and Back matter0
Argumentation models and their use in corpus annotation: Practice, prospects, and challenges0
Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport0
NLE volume 28 issue 5 Cover and Front matter0
NLE volume 28 issue 4 Cover and Front matter0
Parameter-efficient feature-based transfer for paraphrase identification0
Abstract meaning representation of Turkish0
Improving aspect-based neural sentiment classification with lexicon enhancement, attention regularization and sentiment induction0
Emerging trends: General fine-tuning (gft)0
Automated annotation of parallel bible corpora with cross-lingual semantic concordance0
NLE volume 27 issue 3 Cover and Back matter0
NLE volume 28 issue 1 Cover and Front matter0
NLE volume 27 issue 5 Cover and Back matter0
Data-to-text generation using conditional generative adversarial with enhanced transformer0
Actionable conversational quality indicators for improving task-oriented dialog systems0
Real-world sentence boundary detection using multitask learning: A case study on French0
From unified phrase representation to bilingual phrase alignment in an unsupervised manner0
Ranking facts for explaining answers to elementary science questions0
NLE volume 27 issue 2 Cover and Back matter0
NLE volume 27 issue 6 Cover and Back matter0
Neural automated writing evaluation for Korean L2 writing0
Abstractive summarization with deep reinforcement learning using semantic similarity rewards0
NLE volume 27 issue 1 Cover and Front matter0
NLE volume 27 issue 6 Cover and Front matter0
Syntactic n-grams in Computational Linguistics, by Grigori Sidorov. Cham, Springer Nature, 2019. ISBN 9783030147716. IX + 92 pages.0
Efficient bilingual lexicon extraction from comparable corpora based on formal concepts analysis0
NLE volume 28 issue 5 Cover and Back matter0
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task – CORRIGENDUM0
NLE volume 26 issue 6 Cover and Front matter0
What should be encoded by position embedding for neural network language models?0
Neural Arabic singular-to-plural conversion using a pretrained Character-BERT and a fused transformer0
Morphosyntactic probing of multilingual BERT models0
Toward a shallow discourse parser for Turkish0
NLE volume 28 issue 6 Cover and Back matter0
Editorial Note0
NLE volume 27 issue 3 Cover and Front matter0
Preface: Special issue on NLP approaches to offensive content online0
Linguistically aware evaluation of coreference resolution from the perspective of higher-level applications0
Temporally anchored spatial knowledge: Corpora and experiments0
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 pages0
Creating a large-scale diachronic corpus resource: Automated parsing in the Greek papyri (and beyond)0
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