Research
Current research themes
My research focuses on Advanced Semantic Analysis and Discourse Processing Models for Natural Language Understanding.Current and recent research themes and applications include
- Question Answering and Reading Comprehension
- Discourse Relation Classification
- Deep Sentiment Analysis
- Multilingual Semantic Role Labeling
- Abstract Anaphora Resolution
- Knowledge-based Argumentation Analysis
- Identifying Implicit Information in Discourse
Research areas I have been working on in the past
- Ontologies for semantic processing and representation
- Information extraction (relation extraction, temporal processing)
- Multilingual question-answering
- Ontology-based lexicon modelling
- Corpus-based grammar induction and lexicon acquisition
- Creation and use of treebanks and annotated corpora
- Corpus-based induction of treebanks, grammars, and lexicon resources
- Crosslingual resource induction using parallel corpora
- Semantics and discourse analysis
- Semantics construction and dynamic semantics, esp. Discourse Representation Theory
- Scope and underspecification
- Lexical semantics
- Modality, propositional attitudes and discourse subordination
- Temporal analysis
- Textual entailment
- Multilingual syntactic and semantic processing
- Grammar formalisms and grammar engineering techniques
- Multilingual syntactic analysis
- Multilingual semantic analysis and resource creation
- Grammar-based machine translation
- Ontologies for semantic processing and representation
- Information extraction (relation extraction, temporal processing)
- Multilingual question-answering
- Ontology-based lexicon modelling
- Corpus-based grammar induction and lexicon acquisition
- Creation and use of treebanks and annotated corpora
- Corpus-based induction of treebanks, grammars, and lexicon resources
- Crosslingual resource induction using parallel corpora
- Semantics and discourse analysis
- Semantics construction and dynamic semantics, esp. Discourse Representation Theory
- Scope and underspecification
- Lexical semantics
- Modality, propositional attitudes and discourse subordination
- Temporal analysis
- Textual entailment
- Multilingual syntactic and semantic processing
- Grammar formalisms and grammar engineering techniques
- Multilingual syntactic analysis
- Multilingual semantic analysis and resource creation
- Grammar-based machine translation