📰 Natural Scientific Language Processing (NSLP) @ LREC 2026 — papers

The works of Natural Scientific Language Processing (NSLP) @ LREC published in 2026 that our library holds (publisher: European Language Resources Association (ELRA)): 11 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 (29)

The most cited first; 11 with our summary link to their page here, the others to the original.

1. AstroConcepts: A Large-Scale Multi-Label Classification Corpus for Astrophysics ↗Atilla Kaan Alkan, Felix Grezes, Sergi Blanco-Cuaresma et al.
2. Benchmarking LLMs for ARR Area Assignment: Evidence and Implications for Assignment Strategies ↗Eileen Bingert, Diego Alves, Stefania Degaetano-Ortlieb
3. Benchmarking Retrieval-Augmented Generation for Scientific Knowledge QA in European PortugueseJosé Matos, Catarina Silva, Hugo Gonçalo Oliveiraour summary
4. Beyond Abstracts: A Biomedical MeSH Indexing Corpus Incorporating Summarized Methods Sections ↗Sujoy Datta, Robert E. Mercer, Xindi Wang
5. Challenges and Opportunities for NSLP in Scientific Publishing – A Case Study ↗Thomas Kleinbauer, Michael Didas, Michael Wagner
6. ClimateCheck 2026: Scientific Fact-Checking and Disinformation Narrative Classification of Climate-related Claims ↗Raia Abu Ahmad, Max Upravitelev, Aida Usmanova et al.
7. ClimateSense at ClimateCheck 2026 ↗Thibault Ehrhart, Gregoire Burel, Raphael Troncy
8. Comparing LLM-Based Knowledge Graph Extraction Approaches on Literary Studies in Spanish: A Case Study on Orbis Tertius ↗Federico Cortes
9. Demystifying Funding: Reconstructing a Unified Dataset of the UK Funding LifecycleWilliam Thorne, Rupert Shepherd, Diana Maynardour summary
10. Do Lexical and Contextual Coreference Resolution Systems Degrade Differently under Mention Noise? An Empirical Study on Scientific Software MentionsAtilla Kaan Alkan, Felix Grezes, Jennifer Lynn Bartlett et al.our summary
11. Do We Need Bigger Models for Science? Task-Aware Retrieval with Small Language Models ↗Florian Kelber, Matthias Jobst, Yuni Susanti et al.
12. EarlySciRev: A Dataset of Early-Stage Scientific Revisions Extracted from LaTeX Writing Traces ↗Léane Jourdan, Julien Aubert-Béduchaud, Yannis Chupin et al.
13. Enhancing Factuality and Transparency in Generative Models for Biomedical Question Answering ↗Ankita Behura, Siting Liang, Daniel Sonntag
14. Enhancing Scholarly Knowledge Graphs via Domain-Specific Entity Detection and LinkingNicolau Duran-Silva, César A. Parra-Rojas, Pablo Accuosto et al.our summary
15. Evaluating Generative Large Language Models for Portuguese Scientific Information ExtractionTomás Pinto, Catarina Silva, Hugo Goncalo Oliveiraour summary
16. From Slides to Chatbots: Enhancing Large Language Models with University Course Materials ↗Tu Anh Dinh, Philipp Nicolas Schumacher, Jan Niehues
17. Generating Research Data Metadata from Their Accompanying README FilesKotaro Sekido, Yu Watanabe, Koichiro Ito et al.our summary
18. Identifying Implicit Research Data References in Paper CitationsKoshi Motegi, Koichiro Ito, Shigeki Matsubaraour summary
19. Improving Completeness in Deep Research Agents through Targeted Enrichment ↗Jesse Wonnink, Jakub Zavrel, Paul Groth
20. MioFFAn: An Annotation Software for Formula Formalization with LLM Automation CapabilitiesNicolas Sibuet Ruiz, Horacio Saggion, Riccardo Rossiour summary
21. Normalizing Section Names and Structure of Scientific ArticlesNicolau Duran-Silva, Julian Moreno-Schneider, César A. Parra-Rojas et al.our summary
22. Retrieval-Augmented LLMs and Encoder Models for Multi-Label Climate Disinformation Narrative Classification ↗Neda Foroutan, Alexandra Tsiakalou, Vera Schmitt
23. The Linguist's Lie Detector: Linguistic Knowledge in Large Language Models ↗Lucía Catalán Gris, Kim Gerdes, John S. Y. Lee
24. The Software Mention Detection and Coreference Resolution Shared Task 2026 ↗Sharmila Upadhyaya, Wolfgang Otto, Julia Matela et al.
25. Towards Efficient Self-Explainable Climate-Related Claim Verification with Generative Models ↗Siting Liang, Omar Adjali, Daniel Sonntag

See all 29 papers in Natural Scientific Language Processing (NSLP) @ LREC 2026 — papers →

📄 Works with our summary in our library (11)

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

1. Identifying Implicit Research Data References in Paper CitationsNatural Scientific Language Processing (NSLP) @ LRECKoshi Motegi, Koichiro Ito, Shigeki Matsubara2026 · 1 citation
2. Do Lexical and Contextual Coreference Resolution Systems Degrade Differently under Mention Noise? An Empirical Study on Scientific Software MentionsNatural Scientific Language Processing (NSLP) @ LRECAtilla Kaan Alkan, Felix Grezes, Jennifer Lynn Bartlett, et al.2026
3. Benchmarking Retrieval-Augmented Generation for Scientific Knowledge QA in European PortugueseNatural Scientific Language Processing (NSLP) @ LRECJosé Matos, Catarina Silva, Hugo Gonçalo Oliveira2026
4. UniCite: A Dataset and Unified Hierarchical Taxonomy for Multi-Dimensional Citation AnalysisNatural Scientific Language Processing (NSLP) @ LRECAmina Mourky, Elena Leitner, Julian Moreno-Schneider, et al.2026
5. Evaluating Generative Large Language Models for Portuguese Scientific Information ExtractionNatural Scientific Language Processing (NSLP) @ LRECTomás Pinto, Catarina Silva, Hugo Goncalo Oliveira2026
6. Transferring Scientific English Pre-Trained Language Models to Multiple Languages Using Cross-Lingual TransferNatural Scientific Language Processing (NSLP) @ LRECNikolas Rauscher, Fabio Barth, Georg Rehm2026
7. MioFFAn: An Annotation Software for Formula Formalization with LLM Automation CapabilitiesNatural Scientific Language Processing (NSLP) @ LRECNicolas Sibuet Ruiz, Horacio Saggion, Riccardo Rossi2026
8. Generating Research Data Metadata from Their Accompanying README FilesNatural Scientific Language Processing (NSLP) @ LRECKotaro Sekido, Yu Watanabe, Koichiro Ito, et al.2026
9. Enhancing Scholarly Knowledge Graphs via Domain-Specific Entity Detection and LinkingNatural Scientific Language Processing (NSLP) @ LRECNicolau Duran-Silva, César A. Parra-Rojas, Pablo Accuosto, et al.2026
10. Normalizing Section Names and Structure of Scientific ArticlesNatural Scientific Language Processing (NSLP) @ LRECNicolau Duran-Silva, Julian Moreno-Schneider, César A. Parra-Rojas, et al.2026
11. Demystifying Funding: Reconstructing a Unified Dataset of the UK Funding LifecycleNatural Scientific Language Processing (NSLP) @ LRECWilliam Thorne, Rupert Shepherd, Diana Maynard2026

🧭 Top topics

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

🧠Language models & pretraining (3)🔗Coreference resolution (1)❓Question answering (1)🔎Information extraction (1)🌍Multilingual & cross-lingual NLP (1)📏Evaluation & benchmarks (1)🕸️Knowledge graphs & ontologies (1)🔍Information retrieval & search (1)English (1)

📚 Fields

🖥️Computer Science (11)🎭Arts and Humanities (8)🎯Decision Sciences (4)🧬Biochemistry, Genetics and Molecular Biology (2)🤝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.

🔬German Research Centre for Artificial IntelligenceKaiserslautern · Germany4 works here🎓Universitat Pompeu FabraBarcelona · Spain3 works here🏢SIRIS AcademicBarcelona · Spain2 works here🎓Nagoya UniversityNagoya · Japan2 works here🎓University of CoimbraCoimbra · Portugal2 works here🎓Humboldt-Universität zu BerlinBerlin · Germany1 work here🎓Technische Universität BerlinBerlin · Germany1 work here🎓University of SheffieldSheffield · United Kingdom1 work here🎓Universitat Politècnica de CatalunyaBarcelona · Spain1 work here

works and citations from OpenAlex and our library.

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