Some Like It Small: Czech Semantic Embedding Models for Industry Applications

Autor: Bednář, Jiří, Náplava, Jakub, Barančíková, Petra, Lisický, Ondřej

This article focuses on the development and evaluation of Small-sized Czech sentence embedding models. Small models are important components for real-time industry applications in resource-constrained environments. Given the limited availability of l

Externí odkaz: http://arxiv.org/abs/2311.13921

In Search for Linear Relations in Sentence Embedding Spaces

Autor: Barančíková, Petra, Bojar, Ondřej

We present an introductory investigation into continuous-space vector representations of sentences. We acquire pairs of very similar sentences differing only by a small alterations (such as change of a noun, adding an adjective, noun or punctuation)

Externí odkaz: http://arxiv.org/abs/1910.03375

Manual and Automatic Paraphrases for MT Evaluation

Autor: Tamchyna, Aleš, Barančíková, Petra

Publikováno v: [Paris] : European Language Resources Association 3543-3548 (2016).
LREC 2016, Tenth International Conference on Language Resources and Evaluation : May 23-28, 2016, Grand Hotel Bernardin Conference Center, Portorož, Slovenia / editors: Nicoletta Calzolari (conference chair), Khalid Choukri, Thierry Declerck, Sara Goggi, Marko Grobelnik, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asunción Moreno, Jan Odijk, Stelios Piperidis ; organization: European Language Resources Association, Evaluation and Language resources Distribution Agency, Istituto di Linguistica Computazionale
LREC 2016, Tenth International Conference on Language Resources and Evaluation : May 23-28, 2016, Grand Hotel Bernardin Conference Center, Portorož, Slovenia / editors: Nicoletta Calzolari (conference chair), Khalid Choukri, Thierry Declerck, Sara Goggi, Marko Grobelnik, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asunción Moreno, Jan Odijk, Stelios Piperidis ; organization: European Language Resources Association, Evaluation and Language resources Distribution Agency, Istituto di Linguistica Computazionale10. International Conference on Language Resources and Evaluation, LREC 2016, Portorož, Slovenia, 2016-05-23-2016-05-28

Paraphrasing of reference translations has been shown to improve the correlation with human judgements in automatic evaluation of machine translation (MT) outputs. In this work, we present a new dataset for evaluating English-Czech translation based

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5aa7dcfa1c814e28696f1413d096a370

Biblical paraphrasing

Autor: Michálek, Ondřej

Title: Biblical paraphrasing Author: Ondřej Michálek Department: Institute of Formal and Applied Linguistics Supervisor: Mgr. Rudolf Rosa, Ph.D., Institute of Formal and Applied Linguistics Abstract: The main goal of this thesis is to create softwa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::15956a646266ef288e19b394c914843c
http://www.nusl.cz/ntk/nusl-434977