Search Results for author: Željko Agić

Found 6 papers, 3 papers with code

Do End-to-End Speech Recognition Models Care About Context?

no code implementations17 Feb 2021 Lasse Borgholt, Jakob Drachmann Havtorn, Željko Agić, Anders Søgaard, Lars Maaløe, Christian Igel

We test this hypothesis by measuring temporal context sensitivity and evaluate how the models perform when we constrain the amount of contextual information in the audio input.

Language Modelling speech-recognition +1

MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech

no code implementations ACL 2020 Jakob D. Havtorn, Jan Latko, Joakim Edin, Lasse Borgholt, Lars Maaløe, Lorenzo Belgrano, Nicolai F. Jacobsen, Regitze Sdun, Željko Agić

We address a challenging and practical task of labeling questions in speech in real time during telephone calls to emergency medical services in English, which embeds within a broader decision support system for emergency call-takers.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers

no code implementations COLING 2020 Robert Litschko, Ivan Vulić, Željko Agić, Goran Glavaš

Current methods of cross-lingual parser transfer focus on predicting the best parser for a low-resource target language globally, that is, "at treebank level".

Cross-Lingual Transfer POS

Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging

1 code implementation EMNLP 2018 Barbara Plank, Željko Agić

We introduce DsDs: a cross-lingual neural part-of-speech tagger that learns from disparate sources of distant supervision, and realistically scales to hundreds of low-resource languages.

Part-Of-Speech Tagging TAG

Baselines and test data for cross-lingual inference

1 code implementation LREC 2018 Željko Agić, Natalie Schluter

In this paper, we propose to advance the research in SNLI-style natural language inference toward multilingual evaluation.

Cross-Lingual Word Embeddings Machine Translation +3

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