📰 Computational Linguistics 2022 — papers

The works of Computational Linguistics published in 2022 that our library holds (publisher: The MIT Press): 6 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (40)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. A Metrological Perspective on Reproducibility in NLP*Anya Belz
2. Annotation Curricula to Implicitly Train Non-Expert AnnotatorsJi-Ung Lee, Jan-Christoph Klie, Iryna Gurevych
3. Assessing Corpus Evidence for Formal and Psycholinguistic Constraints on NonprojectivityHimanshu Yadav, Samar Husain, Richard Futrell
4. Boring Problems Are Sometimes the Most InterestingRichard Sproat
5. Challenges of Neural Machine Translation for Short TextsYu Wan, Baosong Yang, Derek Fai Wong et al.
6. Deep Learning for Text Style Transfer: A SurveyDi Jin, Zhijing Jin, Zhiting Hu et al.
7. Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text SummarizationMd Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
8. Dual Attention Model for Citation Recommendation with Analyses on Explainability of Attention Mechanisms and Qualitative ExperimentsYang Zhang, Qiang Ma
9. Effective Approaches to Neural Query Language IdentificationXingzhang Ren, Baosong Yang, Dayiheng Liu et al.
10. Enhancing Lifelong Language Learning by Improving Pseudo-Sample GenerationKasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn et al.
11. Erratum for “Formal Basis of a Language Universal”Miloš Stanojević, Mark Steedman
12. Erratum: Annotation Curricula to Implicitly Train Non-Expert AnnotatorsJi-Ung Lee, Jan-Christoph Klie, Iryna Gurevych
13. Ethics Sheet for Automatic Emotion Recognition and Sentiment AnalysisSaif M. Mohammadour summary
14. Explainable Natural Language ProcessingGeorge Chrysostomou
15. Hierarchical Interpretation of Neural Text ClassificationHanqi Yan, Lin Gui, Yulan He
16. How Much Does Lookahead Matter for Disambiguation? Partial Arabic Diacritization Case StudySaeed Esmail, Kfir Bar, Nachum Dershowitzour summary
17. Improved N-Best Extraction with an Evaluation on Language DataJohanna Björklund, Frank Drewes, Anna Jonsson
18. Information Theory–based Compositional Distributional SemanticsEnrique Amigó, Alejandro Ariza-Casabona, Victor Fresno et al.
19. Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic TypologyRochelle Choenni, Ekaterina Shutova
20. Linear-Time Calculation of the Expected Sum of Edge Lengths in Random Projective Linearizations of TreesLluís Alemany-Puig, Ramon Ferrer-i-Cancho
21. Linguistic Parameters of Spontaneous Speech for Identifying Mild Cognitive Impairment and Alzheimer DiseaseVeronika Vincze, Martina Katalin Szabó, Ildikó Hoffmann et al.
22. Martha Evens, Brief AutobiographyMartha Evens
23. Martha Palmer and Barbara Di Eugenio Interview Martha EvensMartha Evens
24. Natural Language Processing: A Machine Learning Perspective by Yue Zhang and Zhiyang TengJulia Ive
25. Neural Embedding Allocation: Distributed Representations of Topic ModelsKamrun Naher Keya, Yannis Papanikolaou, James R. Foulds

See all 40 papers in Computational Linguistics 2022 — papers →

📄 Works with our summary in our library (6)

The most cited first (OpenAlex citations plus our library's).

1. Probing Classifiers: Promises, Shortcomings, and AdvancesComputational LinguisticsYonatan Belinkov2022 · 514 citations
2. Survey of Low-Resource Machine TranslationComputational LinguisticsBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations
3. Ethics Sheet for Automatic Emotion Recognition and Sentiment AnalysisComputational LinguisticsSaif M. Mohammad2022 · 164 citations
4. The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text AnonymizationComputational LinguisticsIldikó Pilán, Pierre Lison, Lilja Øvrelid, et al.2022 · 129 citations
5. How Much Does Lookahead Matter for Disambiguation? Partial Arabic Diacritization Case StudySaeed Esmail, Kfir Bar, Nachum Dershowitz2022 · 10 citations
6. Nucleus Composition in Transition-based Dependency ParsingJoakim Nivre, Ali Basirat, Luise Dürlich, et al.2022 · 9 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🌳Dependency parsing (1)🌐Universal Dependencies (1)🔁Machine translation (1)😊Sentiment & emotion (1)🌍Multilingual & cross-lingual NLP (1)🌱Low-resource languages (1)📏Evaluation & benchmarks (1)Semitic languages (1)🔬Interpretability (1)🛡️Bias, fairness & safety (1)English (1)

📚 Fields

🖥️Computer Science (6)🎭Arts and Humanities (5)💭Psychology (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Linköping UniversityLinköping · Sweden1 work here🎓Uppsala UniversityUppsala · Sweden1 work here🔬Institut national de recherche en sciences et technologies du numériqueLe Chesnay-Rocquencourt · France1 work here🤝Norwegian Computing CenterOslo · Norway1 work here🎓Tel Aviv UniversityTel Aviv · Israel1 work here🎓Technion – Israel Institute of TechnologyHaifa · Israel1 work here🎓University of OsloOslo · Norway1 work here🎓College of Management Academic StudiesRishon LeZiyyon · Israel1 work here🏛️National Research Council CanadaOttawa · Canada1 work here🎓Universitat Rovira i VirgiliTarragona · Spain1 work here🎓University of EdinburghEdinburgh · United Kingdom1 work here

works and citations from OpenAlex and our library.

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