Senja Pollak
- Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations
2022/04/20 by Qingyu Chen, Chen, Qingyu, Alexis Allot +73 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Genetics, Bioinformatics, and Biomedical Research #vaccines and immunoinformatics approaches
- The Recent Advances in Automatic Term Extraction: A survey
2023/01/17 by Hanh Thi Hong Tran, Tran, Hanh Thi Hong, Matej Martinc +7 · 2 citations
Computer Science · #A.1 #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic\n Feature Selection Methods
2019/08/28 by Fasih Haider, Haider, Fasih, Senja Pollak +5 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis
- Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift
2019/12/02 by Matej Martinc, Martinc, Matej, Petra Kralj Novak +3 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Topic Modeling
- Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods
2020/06/01 by Fasih Haider, Senja Pollak, Pierre Albert +1 · 1 citation
Psychology · Computer Science · #Emotion and Mood Recognition #Music and Audio Processing #Speech Recognition and Synthesis
- Extending Neural Keyword Extraction with TF-IDF tagset matching
2021/01/31 by Boshko Koloski, Koloski, Boshko, Senja Pollak +5 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
- A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media
2024/04/10 by Jaya Caporusso, Caporusso, Jaya, Damar Hoogland +9 · 1 citation
Arts and Humanities · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Media, Religion, Digital Communication #Misinformation and Its Impacts #Social Media and Politics
- CoastTerm: a Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature
2024/06/13 by Julien Delaunay, Hanh Thi Hong Tran, Delaunay, Julien +15 · 1 citation
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Lexicography and Language Studies #Natural Language Processing Techniques
- AutoML-guided Fusion of Entity and LLM-based Representations for Document Classification
2024/08/19 by Boshko Koloski, Koloski, Boshko, Senja Pollak +5 · 2 citations
Computer Science · Engineering · #Advanced Computational Techniques and Applications #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multi-Task Learning for Features Extraction in Financial Annual Reports
2024/04/08 by Syrielle Montariol, Matej Martinc, Montariol, Syrielle +11 · 1 citation
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods
- Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis
2024/09/30 by Luka Andrenšek, Boshko Koloski, Andrenšek, Luka +9 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Sentiment Analysis and Opinion Mining