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Found 17 papers, 1 papers with code
Lexical Normalization for Code-switched Data and its Effect on POS Tagging
Lexical normalization, the translation of non-canonical data to standard language, has shown to improve the performance of many natural language processing tasks on social media.
Cairo Student Code-Switch (CSCS) Corpus: An Annotated Egyptian Arabic-English Corpus
Code-switching has become a prevalent phenomenon across many communities.
Treebanking User-Generated Content: A Proposal for a Unified Representation in Universal Dependencies
The paper presents a discussion on the main linguistic phenomena of user-generated texts found in web and social media, and proposes a set of annotation guidelines for their treatment within the Universal Dependencies (UD) framework.
Lexicalized vs. Delexicalized Parsing in Low-Resource Scenarios
We present a systematic analysis of lexicalized vs. delexicalized parsing in low-resource scenarios, and propose a methodology to choose one method over another under certain conditions.
A Code-Switching Corpus of Turkish-German Conversations
We present a code-switching corpus of Turkish-German that is collected by recording conversations of bilinguals.
Automatic Speech Recognition (ASR)
Language Identification
+4
A Turkish-German Code-Switching Corpus
In this work we contribute the solution of this problem with a corpus.
A Graph-based Lattice Dependency Parser for Joint Morphological Segmentation and Syntactic Analysis
The lattice parser predicts a dependency tree over a path in the lattice and thus solves the joint task of segmentation, morphological analysis, and syntactic parsing.
Turkish Treebank as a Gold Standard for Morphological Disambiguation and Its Influence on Parsing
Although models trained on this data have high accuracy scores on the test and development data of the same set, the accuracy drastically drops when the model is used in the preprocessing of Turkish Treebank parsing experiments.
Irish Treebanking and Parsing: A Preliminary Evaluation
This paper describes the early stages in the development of new language resources for Irish ― namely the first Irish dependency treebank and the first Irish statistical dependency parser.
