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Reconstructing NER Corpora: a Case Study on Bulgarian
The paper reports on the usage of deep learning methods for improving a Named Entity Recognition (NER) training corpus and for predicting and annotating new types in a test corpus.
Know Your Graph. State-of-the-Art Knowledge-Based WSD
This paper introduces several improvements over the current state of the art in knowledge-based word sense disambiguation.
Graph Embeddings for Frame Identification
Lexical resources such as WordNet (Miller, 1995) and FrameNet (Baker et al., 1998) are organized as graphs, where relationships between words are made explicit via the structure of the resource.
Word Sense Disambiguation with Recurrent Neural Networks
This paper presents a neural network architecture for word sense disambiguation (WSD).
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