projects
Some of the projects I've worked on, with some of the publications that belong with them.
NCCR Evolving language 2021 –
- Disentangling text representations
- Animal call segmentation -- a variation on voxseg (with more parameters)
- Word change tracking over time -- an updated version of histwords
- Analysis of case syncretism patterns using UniMorph
University of Heidelberg/HITS/FBK/University of Stuttgart
- Semantic relations
- Semantic Relations between Nominals
- Semantic Relations and Deep Learning
- Semantic Relations Across Syntactic Levels
- The same semantic relations link structurally different realizations of concepts
- Classification of semantic relations between nominals
- Semeval-2007 task 04: Classification of semantic relations between nominals
- Learning noun-modifier semantic relations with corpus-based and WordNet-based features
- Exploring noun-modifier semantic relations
- Unifying semantic relations across syntactic levels
- Growing and abstracting knowledge graphs
- Abstract graphs and abstract paths for knowledge base completion
- Using patterns in knowledge graphs for targeted information extraction
- Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs
- Learning Knowledge Graph Embeddings with Type Regularizer
- Automatic Reconstruction of Emperor Itineraries from the Regesta Imperii
- A Knowledge Graph from the Regesta Imperii: Construction, Visualization and Macro-level Analyses
- Induction of a Large-Scale Knowledge Graph from the Regesta Imperii </ul>
- Wikipedia as a knowledge source
- Transforming Wikipedia into a large scale multilingual concept network
- Decoding Wikipedia Categories for Knowledge Acquisition
- WikiNet: A Very Large Scale Multi-Lingual Concept Network
- Concept-based selectional preferences and distributional representations from wikipedia articles
- knoWitiary: A Machine Readable Incarnation of Wiktionary
- Coarse-grained Cross-lingual Alignment of Comparable Texts with Topic Models and Encyclopedic Knowledge
- Mapping WordNet Domains, WordNet Topics and Wikipedia Categories to Generate Multilingual Domain Specific Resources
- Topic-driven multi-document summarization with encyclopedic knowledge and spreading activation
- Figurative language, word senses and language change
- Word epoch disambiguation: Finding how words change over time
- Metaphors in Text Simplification: To change or not to change, that is the question
- Local and global context for supervised and unsupervised metonymy resolution
- Combining collocations, lexical and encyclopedic knowledge for metonymy resolution
- Bridging languages through etymology: The case of cross language text categorization
- Unsupervised All-words Word Sense Disambiguation with Grammatical Dependencies
- Word sense disambiguation in Roget's thesaurus using WordNet
- What's in a name? In some languages, grammatical gender
- Do happy words sound happy? a study of the relation between form and meaning for english words expressing emotions
- Argumentation mining
- Native language interference
- Exploiting native language interference for native language identification
- Anglicized Words and Misspelled Cognates in Native Language Identification
- The Role of Emotions in Native Language Identification
- Punctuation as Native Language Interference
- Word Etymology as Native Language Interference
- Improving native language identification by using spelling errors
- Correcting OCR errors using MT methods: Correction of OCR Word Segmentation Errors in Articles from the ACL Collection through Neural Machine Translation Methods