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List of works by Anna Korhonen

A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment

scientific article

A neural classification method for supporting the creation of BioVerbNet

A neural network multi-task learning approach to biomedical named entity recognition

scientific article published on 15 August 2017

A quantitative empirical analysis of the abstract/concrete distinction

scientific article published on 13 August 2013

A systematic literature review of automatic Alzheimer's disease detection from speech and language

scientific article published on 14 September 2020

A text mining approach for chemical cancer research and risk assessment

scientific article published in 2012

A text-mining approach for chemical risk assessment and cancer research

scientific article published in September 2014

Acquisition and evaluation of verb subcategorization resources for biomedicine

scientific article published on 22 January 2013

Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review

scientific article published on 05 April 2013

Application of Text Mining in Risk Assessment of Chemical Mixtures: A Case Study of Polycyclic Aromatic Hydrocarbons (PAHs)

scientific article published in 2021

Approaches to verb subcategorization for biomedicine

scientific article published on 28 December 2012

Automatic classification of verbs in biomedical texts

Automatic extraction of property norm-like data from large text corpora

scientific article

Automatic lexical classification: bridging research and practice

scientific article

Automatic semantic classification of scientific literature according to the hallmarks of cancer

scientific article published on 09 October 2015

Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine

scientific article

BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine

scientific article published on 15 July 2021

Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer

scientific article published on 14 July 2017

Data and literature gathering in chemical cancer risk assessment

scientific article

Evaluating Learning Language Representations

Evaluation of carcinogenic modes of action for pesticides in fruit on the Swedish market using a text-mining tool

scientific article

Exocrine pancreatic carcinogenesis and autotaxin expression

scientific article

Exploring subdomain variation in biomedical language

scientific article

Gender differences in cancer susceptibility: role of oxidative stress.

scientific article published on 31 July 2016

Grouping chemicals for health risk assessment: A text mining-based case study of polychlorinated biphenyls (PCBs).

scientific article published on 9 November 2015

Improving Literature-Based Discovery with Advanced Text Mining

Initializing neural networks for hierarchical multi-label text classification ⬇️

scientific article published in 2017

Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance ⬇️

scientific article published in August 2016

Investigating the cross-lingual translatability of VerbNet-style classification.

scientific article published on 20 October 2017

LION LBD: a Literature-Based Discovery System for Cancer Biology

scientific article published on 01 May 2019

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction

scientific article published in 2018

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking

Learning to Understand Phrases by Embedding the Dictionary

scientific article published in 2016

Link prediction in drug-target interactions network using similarity indices

scientific article (publication date: 17 January 2017)

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

scholarly article

Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches.

scientific article

Neural networks for open and closed Literature-based Discovery

scientific article published on 15 May 2020

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

scholarly article

SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation

scientific article (publication date: 15 August 2014)

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity ⬇️

Subcategorization frame identification for learner English

scientific article published in 2020

Text mining for contexts and relationships in cancer genomics literature

scholarly article

Text mining for improved exposure assessment

scientific article

Text mining for improved human exposure assessment

scientific article published in 2014

Text mining for literature review and knowledge discovery in cancer risk assessment and research ⬇️

scientific article

The choice of features for classification of verbs in biomedical texts

The first step in the development of Text Mining technology for Cancer Risk Assessment: identifying and organizing scientific evidence in risk assessment literature

scientific article

Unsupervised discovery of information structure in biomedical documents

scientific article

Verb Knowledge Injection for Multilingual Event Processing

scientific article

Weakly supervised learning of information structure of scientific abstracts--is it accurate enough to benefit real-world tasks in biomedicine?

scientific article published on 22 September 2011

Zone analysis in biology articles as a basis for information extraction

scientific article published on 19 August 2005

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