3 citations · 3 across the 1 of their papers we have counts for
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Probing Multilingual Language Models for Discourse
Murathan Kurfalı, Robert Östling
Pre-trained multilingual language models have become an important building block in multilingual natural language processing. In the present paper, we investigate a range of such m…
Let's be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction
Murathan Kurfalı, Robert Östling
In implicit discourse relation classification, we want to predict the relation between adjacent sentences in the absence of any overt discourse connectives. This is challenging eve…
Labeling Explicit Discourse Relations using Pre-trained Language Models
Murathan Kurfalı
Labeling explicit discourse relations is one of the most challenging sub-tasks of the shallow discourse parsing where the goal is to identify the discourse connectives and the boun…
Zero-shot transfer for implicit discourse relation classification
Murathan Kurfalı, Robert Östling
Automatically classifying the relation between sentences in a discourse is a challenging task, in particular when there is no overt expression of the relation. It becomes even more…
Turkish PoS Tagging by Reducing Sparsity with Morpheme Tags in Small Datasets
Burcu Can, Ahmet Üstün, Murathan Kurfalı
Sparsity is one of the major problems in natural language processing. The problem becomes even more severe in agglutinating languages that are highly prone to be inflected. We deal…