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Massive choice, ample tasks (MaChAmp): A toolkit for multi-task learning in NLP
Transfer learning, particularly approaches that combine multi-task learning with pre-trained
contextualized embeddings and fine-tuning, have advanced the field of Natural Language …
contextualized embeddings and fine-tuning, have advanced the field of Natural Language …
Resources for Turkish dependency parsing: Introducing the BOUN treebank and the BoAT annotation tool
In this paper, we introduce the resources that we developed for Turkish dependency
parsing, which include a novel manually annotated treebank (BOUN Treebank), along with …
parsing, which include a novel manually annotated treebank (BOUN Treebank), along with …
Universal dependencies for Turkish
Abstract The Universal Dependencies (UD) project was conceived after the substantial
recent interest in unifying annotation schemes across languages. With its own annotation …
recent interest in unifying annotation schemes across languages. With its own annotation …
Resources for Turkish natural language processing: A critical survey
This paper presents a comprehensive survey of corpora and lexical resources available for
Turkish. We review a broad range of resources, focusing on the ones that are publicly …
Turkish. We review a broad range of resources, focusing on the ones that are publicly …
Enhancements to the BOUN treebank reflecting the agglutinative nature of Turkish
In this study, we aim to offer linguistically motivated solutions to resolve the issues of the lack
of representation of null morphemes, highly productive derivational processes, and syncretic …
of representation of null morphemes, highly productive derivational processes, and syncretic …
Two languages, one treebank: building a Turkish–German code-switching treebank and its challenges
This paper presents the SAGT Turkish–German code-switching treebank, and observations
and annotation challenges we encountered during its development. The treebank consists …
and annotation challenges we encountered during its development. The treebank consists …
[PDF][PDF] Challenges of annotating a code-switching treebank
This paper presents challenges and observations on creating a code-switching treebank
based on ongoing annotation efforts of a Turkish–German spoken corpus following the …
based on ongoing annotation efforts of a Turkish–German spoken corpus following the …
Turkish treebanking: Unifying and constructing efforts
In this paper, we present the current version of two different treebanks, the re-annotation of
the Turkish PUD Treebank and the first annotation of the Turkish National Corpus Universal …
the Turkish PUD Treebank and the first annotation of the Turkish National Corpus Universal …
A hybrid deep dependency parsing approach enhanced with rules and morphology: A case study for Turkish
Fully data-driven, deep learning-based models are usually designed as language-
independent and have been shown to be successful for many natural language processing …
independent and have been shown to be successful for many natural language processing …
[PDF][PDF] Part of speech annotation of a Turkish-German code-switching corpus
In this paper we describe our efforts on POS annotation of a code-switching corpus created
from Turkish-German tweets. We use Universal Dependencies (UD) POS tags as our tag set …
from Turkish-German tweets. We use Universal Dependencies (UD) POS tags as our tag set …