Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient?

Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient?

In this paper, the problem of recovery of morphological information lost in abbreviated forms is addressed with a focus on highly inflected languages. Evidence is presented that the correct inflected form of an expanded …

Optimizing Rule-Based Morphosyntactic Analysis of Richly Inflected Languages - a Polish Example

Harnessing the CRF Complexity with Domain-Specific Constraints. The Case of Morphosyntactic Tagging of a Highly Inflected Language

On the Role of Morphological Information for Contextual Lemmatization

Lemmatization is a natural language processing (NLP) task which consists of producing, from a given inflected word, its canonical form or lemma. Lemmatization is one of the basic tasks that facilitate downstream NLP appl…

Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion

In the medical domain, identifying and expanding abbreviations in clinical texts is a vital task for both better human and machine understanding. It is a challenging task because many abbreviations are ambiguous especial…