Anna Korhonen

According to our database1, Anna Korhonen authored at least 124 papers between 1998 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction.
TACL, 2018

Investigating the cross-lingual translatability of VerbNet-style classification.
Language Resources and Evaluation, 2018

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization.
CoRR, 2018

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing.
CoRR, 2018

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources.
CoRR, 2018

Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches.
BMC Bioinformatics, 2018

Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine.
BMC Bioinformatics, 2018

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.
TACL, 2017

Erratum: Link prediction in drug-target interactions network using similarity indices.
CoRR, 2017

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules.
CoRR, 2017

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation.
CoRR, 2017

Decoding Sentiment from Distributed Representations of Sentences.
CoRR, 2017

Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.
CoRR, 2017

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment.
Computational Linguistics, 2017

Link prediction in drug-target interactions network using similarity indices.
BMC Bioinformatics, 2017

A neural network multi-task learning approach to biomedical named entity recognition.
BMC Bioinformatics, 2017

Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer.
Bioinformatics, 2017

Decoding Sentiment from Distributed Representations of Sentences.
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Initializing neural networks for hierarchical multi-label text classification.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Learning to Understand Phrases by Embedding the Dictionary.
TACL, 2016

Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations.
CoRR, 2016

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment.
CoRR, 2016

Survey on the Use of Typological Information in Natural Language Processing.
CoRR, 2016

Learning Distributed Representations of Sentences from Unlabelled Data.
CoRR, 2016

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.
CoRR, 2016

Bias and Agreement in Syntactic Annotations.
CoRR, 2016

Automatic semantic classification of scientific literature according to the hallmarks of cancer.
Bioinformatics, 2016

Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Learning Distributed Representations of Sentences from Unlabelled Data.
Proceedings of the NAACL HLT 2016, 2016

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Anchoring and Agreement in Syntactic Annotations.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Survey on the Use of Typological Information in Natural Language Processing.
Proceedings of the COLING 2016, 2016

Cancer Hallmark Text Classification Using Convolutional Neural Networks.
Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, 2016

Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings.
Proceedings of the COLING 2016, 2016

How to Train good Word Embeddings for Biomedical NLP.
Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016

Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations?
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents.
TACL, 2015

Learning to Understand Phrases by Embedding the Dictionary.
CoRR, 2015

SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation.
Computational Linguistics, 2015

Unsupervised discovery of information structure in biomedical documents.
Bioinformatics, 2015

Evaluating Learning Language Representations.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014
Multi-Modal Models for Concrete and Abstract Concept Meaning.
TACL, 2014

SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation.
CoRR, 2014

Probabilistic Distributional Semantics with Latent Variable Models.
Computational Linguistics, 2014

Automatic Extraction of Property Norm-Like Data From Large Text Corpora.
Cognitive Science, 2014

A Quantitative Empirical Analysis of the Abstract/Concrete Distinction.
Cognitive Science, 2014

Native Language Identification Using Large, Longitudinal Data.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

An Unsupervised Model for Instance Level Subcategorization Acquisition.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment.
Proceedings of the COLING 2014, 2014

Verb Clustering for Brazilian Portuguese.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Improving Literature-Based Discovery with Advanced Text Mining.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2014

Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Concreteness and Subjectivity as Dimensions of Lexical Meaning.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Computational Modeling as a Methodology for Studying Human Language Learning.
Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013

A computational model of logical metonymy.
TSLP, 2013

Conceptual metaphor theory meets the data: a corpus-based human annotation study.
Language Resources and Evaluation, 2013

Acquisition and evaluation of verb subcategorization resources for biomedicine.
Journal of Biomedical Informatics, 2013

Approaches to verb subcategorization for biomedicine.
Journal of Biomedical Informatics, 2013

Statistical Metaphor Processing.
Computational Linguistics, 2013

Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review.
Bioinformatics, 2013

Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

A Tensor-based Factorization Model of Semantic Compositionality.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Minimally Supervised Learning for Unconstrained Conceptual Property Extraction.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Large-Scale Empricial Analyses of the Abstract/Concrete Distinction.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Diathesis alternation approximation for verb clustering.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Improved Lexical Acquisition through DPP-based Verb Clustering.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Concreteness and Corpora: A Theoretical and Practical Study.
Proceedings of the Fourth Annual Workshop on Cognitive Modeling and Computational Linguistics, 2013

2012
Modelling selectional preferences in a lexical hierarchy.
Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012

Unsupervised Metaphor Paraphrasing using a Vector Space Model.
Proceedings of the COLING 2012, 2012

Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents.
Proceedings of the COLING 2012, 2012

CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature.
Proceedings of the COLING 2012, 2012

Multi-way Tensor Factorization for Unsupervised Lexical Acquisition.
Proceedings of the COLING 2012, 2012

Using Argumentative Zones for Extractive Summarization of Scientific Articles.
Proceedings of the COLING 2012, 2012

Learning Syntactic Verb Frames using Graphical Models.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Semi-supervised learning for automatic conceptual property extraction.
Proceedings of the 3rd Workshop on Cognitive Modeling and Computational Linguistics, 2012

2011
Exploring subdomain variation in biomedical language.
BMC Bioinformatics, 2011

A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment.
BMC Bioinformatics, 2011

Weakly supervised learning of information structure of scientific abstracts - is it accurate enough to benefit real-world tasks in biomedicine?
Bioinformatics, 2011

Hierarchical Verb Clustering Using Graph Factorization.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Probabilistic models of similarity in syntactic context.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Latent Vector Weighting for Word Meaning in Context.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010
Annotating the Enron Email Corpus with Number Senses.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Investigating the cross-linguistic potential of VerbNet-style classification.
Proceedings of the COLING 2010, 2010

Metaphor Identification Using Verb and Noun Clustering.
Proceedings of the COLING 2010, 2010

Exploring variation across biomedical subdomains.
Proceedings of the COLING 2010, 2010

Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes.
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, 2010

2009
The first step in the development of text mining technology for cancer risk assessment: identifying and organizing scientific evidence in risk assessment literature.
BMC Bioinformatics, 2009

Automatic Lexical Classification -- Balancing between Machine Learning and Linguistics.
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

VerbNet overview, extensions, mappings and applications.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Improving Verb Clustering with Automatically Acquired Selectional Preferences.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

User-Driven Development of Text Mining Resources for Cancer Risk Assessment.
Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

2008
A large-scale classification of English verbs.
Language Resources and Evaluation, 2008

LexSchem: a Large Subcategorization Lexicon for French Verbs.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Automatic Classification of English Verbs Using Rich Syntactic Features.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

The Choice of Features for Classification of Verbs in Biomedical Texts.
Proceedings of the COLING 2008, 2008

Verb Class Discovery from Rich Syntactic Data.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2008

2007
A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora.
Proceedings of the ACL 2007, 2007

2006
Zone analysis in biology articles as a basis for information extraction.
I. J. Medical Informatics, 2006

A Large Subcategorization Lexicon for Natural Language Processing Applications.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Extending VerbNet with Novel Verb Classes.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Automatic Classification of Verbs in Biomedical Texts.
Proceedings of the ACL 2006, 2006

2005
Introduction to the special issue on multiword expressions: Having a crack at a hard nut.
Computer Speech & Language, 2005

Automatic Acquisition of Adjectival Subcategorization from Corpora.
Proceedings of the ACL 2005, 2005

2004
WSD for subcategorization acquisition task description.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

2003
Improving Subcategorization Acquisition Using Word Sense Disambiguation.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

Clustering Polysemic Subcategorization Frame Distributions Semantically.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

2002
Improving Subcategorization Acquisition with WSD.
Proceedings of the ACL Workshop on Word Sense Disambiguation: Recent Successes and Future Directions, 2002

Subcategorization Acquisition as an Evaluation Method for WSD.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems.
Proceedings of the 6th Conference on Natural Language Learning, 2002

2000
Statistical Filtering and Subcategorization Frame Acquisition.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

Using Semantically Motivated Estimates to Help Subcategorization Acquisition.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 2000

1998
Detecting Verbal Participation in Diathesis Alternations.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998


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