← Authors

Jonas Kuhn

73 papers · 2000–2024 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🏃 Academic Marathon (24) 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (72) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (30) 🐺 Lone Wolf (4) 🧬 Topic Evolution 🌱 Topic Pioneer 🏆 Keyword Champion (2) 🤝 Dynamic Duo (11) ⚡ Prolific Year (8) 🗃️ Keyword Collector (191) ❓ The Questioner (5) 🔥 Unstoppable (16) 💎 Century Club (73) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

ACL (30) COLING (14) EMNLP (8) IJCNLP (8) EACL (5) CONLL (4) AACL (1) AISTATS (1) INTERSPEECH (1) NAACL (1)

Top co-authors

Anders Björkelund (11) Wolfgang Seeker (10) Xiang Yu (9) Sabine Schulte im Walde (8) Ngoc Thang Vu (7) Markus Gärtner (6) Dominik Schlechtweg (6) Bernd Bohnet (5) Nico Blokker (5) Sebastian Padó (5)

Keywords

dependency parsing (7) text classification (6) natural language processing (4) semantic parsing (3) domain adaptation (3) universal dependencies (3) neural network (3) word sense (3) active learning (3) multi-label classification (3) semantic proximity (3) semantic change detection (3) data augmentation (2) reinforcement learning (2) negation resolution (2) hierarchical classification (2) code generation (2) scope resolution (2) transfer learning (2) syntactic parsing (2)

Papers

The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change EACL 2024
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022
PoeticTTS - Controllable Poetry Reading for Literary Studies INTERSPEECH 2022
ContextGen: Targeted Data Generation for Low Resource Domain Specific Text Classification AISTATS 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification IJCNLP 2022
Negation-Instance Based Evaluation of End-to-End Negation Resolution EMNLP 2021
Explaining and Improving BERT Performance on Lexical Semantic Change Detection EACL 2021
Negation-Instance Based Evaluation of End-to-End Negation Resolution CONLL 2021
Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification ACL 2021
Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model ACL 2021
Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains ACL 2021
Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model IJCNLP 2021
Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification IJCNLP 2021
Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary IJCNLP 2021
Lexical Semantic Change Discovery IJCNLP 2021
Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains IJCNLP 2021
Lexical Semantic Change Discovery ACL 2021
Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary ACL 2021
Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL 2020
Fast and Accurate Non-Projective Dependency Tree Linearization ACL 2020
Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era ACL 2020
Real-Valued Logics for Typological Universals: Framework and Application COLING 2020
IMSurReal Too: IMS in the Surface Realization Shared Task 2020 COLING 2020
Identifying and Handling Cross-Treebank Inconsistencies in UD: A Pilot Study COLING 2020
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates ACL 2019
The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ACL 2019
An Environment for Relational Annotation of Political Debates ACL 2019
Learning the Dyck Language with Attention-based Seq2Seq Models ACL 2019
IMSurReal: IMS at the Surface Realization Shared Task 2019 EMNLP 2019
Bridging resolution: Task definition, corpus resources and rule-based experiments COLING 2018
NLATool: an Application for Enhanced Deep Text Understanding COLING 2018
Supervised Rhyme Detection with Siamese Recurrent Networks COLING 2018
Polyglot Semantic Parsing in APIs NAACL 2018
Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018
Function Assistant: A Tool for NL Querying of APIs EMNLP 2017
Multi-modular domain-tailored OCR post-correction EMNLP 2017
Learning Semantic Correspondences in Technical Documentation ACL 2017
IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks CONLL 2017
Named Entity Disambiguation for little known referents: a topic-based approach COLING 2016
How to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire Documents ACL 2016
Multi-modal Visualization and Search for Text and Prosody Annotations IJCNLP 2015
Multi-modal Visualization and Search for Text and Prosody Annotations ACL 2015
Visualization, Search, and Error Analysis for Coreference Annotations ACL 2014
Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features ACL 2014
A Graphical Interface for Automatic Error Mining in Corpora EACL 2014
Detection of Product Comparisons - How Far Does an Out-of-the-Box Semantic Role Labeling System Take You? EMNLP 2013
ICARUS – An Extensible Graphical Search Tool for Dependency Treebanks ACL 2013
Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures ACL 2013
The Effects of Syntactic Features in Automatic Prediction of Morphology EMNLP 2013
To what extent does sentence-internal realisation reflect discourse context? A study on word order EACL 2012
Generating Non-Projective Word Order in Statistical Linearization EMNLP 2012
Data-driven Dependency Parsing With Empty Heads COLING 2012
Light Textual Inference for Semantic Parsing COLING 2012
Phrase Structures and Dependencies for End-to-End Coreference Resolution COLING 2012
Comparing Non-projective Strategies for Labeled Graph-Based Dependency Parsing COLING 2012
Generating Non-Projective Word Order in Statistical Linearization CONLL 2012
The Best of Both Worlds – A Graph-based Completion Model for Transition-based Parsers EACL 2012
Underspecifying and Predicting Voice for Surface Realisation Ranking ACL 2011
Cross-Lingual Induction for Deep Broad-Coverage Syntax: A Case Study on German Participles COLING 2010
Hard Constraints for Grammatical Function Labelling ACL 2010
Informed ways of improving data-driven dependency parsing for German COLING 2010
Improving data-driven dependency parsing using large-scale LFG grammars IJCNLP 2009
Improving data-driven dependency parsing using large-scale LFG grammars ACL 2009
Data-Driven Dependency Parsing of New Languages Using Incomplete and Noisy Training Data CONLL 2009
Exploring the Potential of Intractable Parsers ACL 2006
Exploring the Potential of Intractable Parsers COLING 2006
Experiments in parallel-text based grammar induction ACL 2004
Compounding and Derivational Morphology in a Finite-State Setting ACL 2003
OT Syntax – Decidability of Generation-based Optimization ACL 2002
Processing Optimality-theoretic Syntax by Interleaved Chart Parsing and Generation ACL 2000
Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training ACL 2000