Torsten Zesch

Orcid: 0000-0002-9678-3825

Affiliations:
  • University of Duisburg-Essen, Germany


According to our database1, Torsten Zesch authored at least 103 papers between 2007 and 2024.

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Bibliography

2024
Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Rainbow - A Benchmark for Systematic Testing of How Sensitive Visio-Linguistic Models are to Color Naming.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models?
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023
Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge.
J. Biomed. Informatics, 2023

HateProof: Are Hateful Meme Detection Systems really Robust?
Proceedings of the ACM Web Conference 2023, 2023

Recognizing Learner Handwriting Retaining Orthographic Errors for Enabling Fine-Grained Error Feedback.
Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring?
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
LeSpell - A Multi-Lingual Benchmark Corpus of Spelling Errors to Develop Spellchecking Methods for Learner Language.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Bye, Bye, Maintenance Work? Using Model Cloning to Approximate the Behavior of Legacy Tools.
Proceedings of the 18th Conference on Natural Language Processing (KONVENS 2022), 2022

CNN-Based Ruled Line Removal in Handwritten Documents.
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022

Analyzing the Real Vulnerability of Hate Speech Detection Systems against Targeted Intentional Noise.
Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

A Legal Approach to Hate Speech - Operationalizing the EU's Legal Framework against the Expression of Hatred as an NLP Task.
Proceedings of the Natural Legal Language Processing Workshop, 2022

2021
Robustness of end-to-end Automatic Speech Recognition Models - A Case Study using Mozilla DeepSpeech.
CoRR, 2021

Effects of Layer Freezing when Transferring DeepSpeech to New Languages.
CoRR, 2021

Personalizing Handwriting Recognition Systems with Limited User-Specific Samples.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

C-Test Collector: A Proficiency Testing Application to Collect Training Data for C-Tests.
Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, 2021

2020
Operationalizing the legal concept of 'Incitement to Hatred' as an NLP task.
CoRR, 2020

A survey of semantic relatedness evaluation datasets and procedures.
Artif. Intell. Rev., 2020

LTL-UDE at Low-Resource Speech-to-Text Shared Task: Investigating Mozilla DeepSpeech in a low-resource setting.
Proceedings of the 5th Swiss Text Analytics Conference and the 16th Conference on Natural Language Processing, 2020

Decomposing and Comparing Meaning Relations: Paraphrasing, Textual Entailment, Contradiction, and Specificity.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Chinese Content Scoring: Open-Access Datasets and Features on Different Segmentation Levels.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Fully vs. Weakly Supervised Caries Localization in Smartphone Images with CNNs.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Exploring the Impact of Handwriting Recognition on the Automated Scoring of Handwritten Student Answers.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Don't take "nswvtnvakgxpm" for an answer -The surprising vulnerability of automatic content scoring systems to adversarial input.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
ltl.uni-due at SemEval-2019 Task 5: Simple but Effective Lexico-Semantic Features for Detecting Hate Speech in Twitter.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Divide and Extract - Disentangling Clause Splitting and Proposition Extraction.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

From legal to technical concept: Towards an automated classification of German political Twitter postings as criminal offenses.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

German End-to-end Speech Recognition based on DeepSpeech.
Proceedings of the 15th Conference on Natural Language Processing, 2019

Annotating and analyzing the interactions between meaning relations.
Proceedings of the 13th Linguistic Annotation Workshop, 2019

2018
Agree or Disagree: Predicting Judgments on Nuanced Assertions.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018

ESCRITO - An NLP-Enhanced Educational Scoring Toolkit.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Quantifying Qualitative Data for Understanding Controversial Issues.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

DeepTC - An Extension of DKPro Text Classification for Fostering Reproducibility of Deep Learning Experiments.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Comparing Target Sets for Stance Detection: A Case Study on YouTube Comments on Death Penalty.
Proceedings of the 14th Conference on Natural Language Processing, 2018

Do Women Perceive Hate Differently: Examining the Relationship Between Hate Speech, Gender, and Agreement Judgments.
Proceedings of the 14th Conference on Natural Language Processing, 2018

Corpus of Aspect-based Sentiment in Political Debates.
Proceedings of the 14th Conference on Natural Language Processing, 2018

Exploring the effects of diacritization on Arabic frequency counts.
Proceedings of the 2nd International Conference on Natural Language and Speech Processing, 2018

Cross-Lingual Content Scoring.
Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

2017
A Survey and Comparative Study of Arabic Diacritization Tools.
J. Lang. Technol. Comput. Linguistics, 2017

Neural, Non-neural and Hybrid Stance Detection in Tweets on Catalan Independence.
Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

Same same, but different: Compositionality of paraphrase granularity levels.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

What Does This Imply? Examining the Impact of Implicitness on the Perception of Hate Speech.
Proceedings of the Language Technologies for the Challenges of the Digital Age, 2017

Do LSTMs really work so well for PoS tagging? - A replication study.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Investigating neural architectures for short answer scoring.
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

Fine-grained essay scoring of a complex writing task for native speakers.
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

The Role of Diacritics in Designing Lexical Recognition Tests for Arabic.
Proceedings of the Third International Conference On Arabic Computational Linguistics, 2017

The Influence of Spelling Errors on Content Scoring Performance.
Proceedings of the 4th Workshop on Natural Language Processing Techniques for Educational Applications, 2017

2016
Computational semantic analysis of language: SemEval-2014 and beyond.
Lang. Resour. Evaluation, 2016

ltl.uni-due at SemEval-2016 Task 6: Stance Detection in Social Media Using Stacked Classifiers.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

FlexTag: A Highly Flexible PoS Tagging Framework.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Stance-based Argument Mining - Modeling Implicit Argumentation Using Stance.
Proceedings of the 13th Conference on Natural Language Processing, 2016

Predicting proficiency levels in learner writings by transferring a linguistic complexity model from expert-written coursebooks.
Proceedings of the COLING 2016, 2016

Assigning Fine-grained PoS Tags based on High-precision Coarse-grained Tagging.
Proceedings of the COLING 2016, 2016

Building a Social Media Adapted PoS Tagger Using FlexTag -- A Case Study on Italian Tweets.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Bundled Gap Filling: A New Paradigm for Unambiguous Cloze Exercises.
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

Predicting the Spelling Difficulty of Words for Language Learners.
Proceedings of the 11th Workshop on Innovative Use of NLP for Building Educational Applications, 2016

LTL-UDE $@$ EmpiriST 2015: Tokenization and PoS Tagging of Social Media Text.
Proceedings of the 10th Web as Corpus Workshop, 2016

2015
The Automatic Generation of Nonwords for Lexical Recognition Tests.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2015

Fast or Accurate? - A Comparative Evaluation of PoS Tagging Models.
Proceedings of the International Conference of the German Society for Computational Linguistics and Language Technology, 2015

Task-Independent Features for Automated Essay Grading.
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

Reducing Annotation Efforts in Supervised Short Answer Scoring.
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

Candidate evaluation strategies for improved difficulty prediction of language tests.
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications, 2015

2014
Predicting the Difficulty of Language Proficiency Tests.
Trans. Assoc. Comput. Linguistics, 2014

Sense and Similarity: A Study of Sense-level Similarity Measures.
Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014

Automatic Generation of Challenging Distractors Using Context-Sensitive Inference Rules.
Proceedings of the Ninth Workshop on Innovative Use of NLP for Building Educational Applications, 2014

DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

DKPro TC: A Java-based Framework for Supervised Learning Experiments on Textual Data.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Collective intelligence and language resources: introduction to the special issue on collaboratively constructed language resources.
Lang. Resour. Evaluation, 2013

Scalable Construction of High-Quality Web Corpora.
J. Lang. Technol. Comput. Linguistics, 2013

UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

SemEval-2013 Task 5: Evaluating Phrasal Semantics.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Hierarchy Identification for Automatically Generating Table-of-Contents.
Proceedings of the Recent Advances in Natural Language Processing, 2013

Cognate Production using Character-based Machine Translation.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

DKPro WSD: A Generalized UIMA-based Framework for Word Sense Disambiguation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Recognizing Partial Textual Entailment.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

DKPro Similarity: An Open Source Framework for Text Similarity.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Detecting Malapropisms Using Measures of Contextual Fitness.
Trait. Autom. des Langues, 2012

UKP-UBC Entity Linking at TAC-KBP.
Proceedings of the Fifth Text Analysis Conference, 2012

UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Measuring Contextual Fitness Using Error Contexts Extracted from the Wikipedia Revision History.
Proceedings of the EACL 2012, 2012

Using Distributional Similarity for Lexical Expansion in Knowledge-based Word Sense Disambiguation.
Proceedings of the COLING 2012, 2012

Text Reuse Detection using a Composition of Text Similarity Measures.
Proceedings of the COLING 2012, 2012

HOO 2012 Shared Task: UKP Lab System Description.
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012

2011
Link Discovery: A Comprehensive Analysis.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

A Reflective View on Text Similarity.
Proceedings of the Recent Advances in Natural Language Processing, 2011

First Aid for Information Chaos in Wikis - Collaborative Information Management Enhanced Through Language Technology.
Proceedings of the Information und Wissen: global, 2011

Helping Our Own 2011: UKP Lab System Description.
Proceedings of the ENLG 2011, 2011

Combining Heterogeneous Knowledge Resources for Improved Distributional Semantic Models.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

Wikipedia Revision Toolkit: Efficiently Accessing Wikipedia's Edit History.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Wikulu: An Extensible Architecture for Integrating Natural Language Processing Techniques with Wikis.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Study of semantic relatedness of words using collaboratively constructed semantic resources.
PhD thesis, 2010

Wisdom of crowds versus wisdom of linguists - measuring the semantic relatedness of words.
Nat. Lang. Eng., 2010

The More the Better? Assessing the Influence of Wikipedia's Growth on Semantic Relatedness Measures.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

2009
An architecture to support intelligent user interfaces for Wikis by means of Natural Language Processing.
Proceedings of the 2009 International Symposium on Wikis, 2009

Approximate Matching for Evaluating Keyphrase Extraction.
Proceedings of the Recent Advances in Natural Language Processing, 2009

2008
Graph-Theoretic Analysis of Collaborative Knowledge Bases in Natural Language Processing.
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008

Using Similarity Measures for Context-Aware User Interfaces.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Extracting Lexical Semantic Knowledge from Wikipedia and Wiktionary.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Using Wiktionary for Computing Semantic Relatedness.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Comparing Wikipedia and German Wordnet by Evaluating Semantic Relatedness on Multiple Datasets.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Cross-Lingual Distributional Profiles of Concepts for Measuring Semantic Distance.
Proceedings of the EMNLP-CoNLL 2007, 2007

What to be? - Electronic Career Guidance Based on Semantic Relatedness.
Proceedings of the ACL 2007, 2007


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