Proceedings of Natural Scientific Language Processing (NSLP) @ LREC 2026
LREC 2026 Workshop
AstroConcepts: A Large-Scale Multi-Label Classification Corpus for Astrophysics
Atilla Kaan Alkan, Felix Grezes, Sergi Blanco-Cuaresma, Jennifer Lynn Bartlett, Daniel Chivvis, Anna Kelbert, Kelly Lockhart, Alberto Accomazzi
Benchmarking LLMs for ARR Area Assignment: Evidence and Implications for Assignment Strategies
Eileen Bingert, Diego Alves, Stefania Degaetano-Ortlieb
Benchmarking Retrieval-Augmented Generation for Scientific Knowledge QA in European Portuguese
Jose Matos, Catarina Silva, Hugo Goncalo Oliveira
Beyond Abstracts: A Biomedical MeSH Indexing Corpus Incorporating Summarized Methods Sections
Sujoy Datta, Robert E. Mercer, Xindi Wang
Challenges and Opportunities for NSLP in Scientific Publishing – A Case Study
Thomas Kleinbauer, Michael Didas, Michael Wagner
ClimateCheck 2026: Scientific Fact-Checking and Disinformation Narrative Classification of Climate-related Claims
Raia Abu Ahmad, Max Upravitelev, Aida Usmanova, Veronika Solopova, Georg Rehm
ClimateSense at ClimateCheck 2026
Thibault Ehrhart, Gregoire Burel, Raphael Troncy
Comparing LLM-Based Knowledge Graph Extraction Approaches on Literary Studies in Spanish: A Case Study on Orbis Tertius
Federico Cortes
Demystifying Funding: Reconstructing a Unified Dataset of the UK Funding Lifecycle
William Thorne, Rupert Shepherd, Diana Maynard
Do Lexical and Contextual Coreference Resolution Systems Degrade Differently under Mention Noise? An Empirical Study on Scientific Software Mentions
Atilla Kaan Alkan, Felix Grezes, Jennifer Lynn Bartlett, Anna Kelbert, Kelly Lockhart, Alberto Accomazzi
Do We Need Bigger Models for Science? Task-Aware Retrieval with Small Language Models
Florian Kelber, Matthias Jobst, Yuni Susanti, Michael Färber
EarlySciRev: A Dataset of Early-Stage Scientific Revisions Extracted from LaTeX Writing Traces
Léane Jourdan, Julien Aubert-Béduchaud, Yannis Chupin, Marah Baccari, Florian Boudin
Enhancing Factuality and Transparency in Generative Models for Biomedical Question Answering
Ankita Behura, Siting Liang, Daniel Sonntag
Enhancing Scholarly Knowledge Graphs via Domain-Specific Entity Detection and Linking
Nicolau Duran-Silva, César A. Parra-Rojas, Pablo Accuosto, Julian Moreno-Schneider, Georg Rehm
Evaluating Generative Large Language Models for Portuguese Scientific Information Extraction
Tomás Pinto, Catarina Silva, Hugo Goncalo Oliveira
From Slides to Chatbots: Enhancing Large Language Models with University Course Materials
Tu Anh Dinh, Philipp Nicolas Schumacher, Jan Niehues
Generating Research Data Metadata from Their Accompanying README Files
Kotaro Sekido, Yu Watanabe, Koichiro Ito, Shigeki Matsubara
Identifying Implicit Research Data References in Paper Citations
Koshi Motegi, Koichiro Ito, Shigeki Matsubara
Improving Completeness in Deep Research Agents through Targeted Enrichment
Jesse Wonnink, Jakub Zavrel, Paul Groth
MioFFAn: An Annotation Software for Formula Formalization with LLM Automation Capabilities
Nicolas Sibuet Ruiz, Horacio Saggion, Riccardo Rossi
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