We study OOV PN retrieval with Entity-Topic models and show that they are also affected by word frequency bias and loss of specificity. We evaluate our proposed ...
The task of retrieval of OOV and PNs relevant to an audio document has been presented in previous works. These include methods based on probabilistic topic ...
Study of entity-topic models for OOV proper name retrieval · Document level semantic context for retrieving OOV proper names · Modelling Semantic Context of OOV ...
In this paper we follow our approach proposed in [9] and retrieve OOV PNs using semantic and topic information. Previously, topic and semantic representations ...
Feb 8, 2017 · ... Topic models which use LDA topic spaces to model relationships between in-vocabulary words and OOV proper names. Methods to handle less ...
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Oct 20, 2016 · [15] ——, “Study of entity-topic models for OOV proper name retrieval,” in INTERSPEECH, 2015. [16] J. Wintrode and S. Khudanpur, “Combining local ...
This work proposes a novel approach for cluster-based topic modeling that employs conceptual entities, which consistently outperforms other state-of-the-art ...
Study of entity- topic models for OOV proper name retrieval. In 16th Annual Conference of the International Speech Communication Association - INTERSPEECH ...
In this paper we investigate how the choice of documents for the diachronic text corpora affects the retrieval of OOV Proper Names (PNs) relevant to an audio ...
Mar 1, 2016 · Study of entity-topic models for OOV proper name retrieval. In 16th Annual Conference of the International Speech Communication Associa ...