Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi

Baselines and test data for cross-lingual inference (CROSBI ID 661577)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Agić, Željko ; Schluter, Natalie Baselines and test data for cross-lingual inference // LREC 2018: Eleventh International Conference on Language Resources and Evaluation: Conference Proceedings / Calzolari, Nicoletta ... [et al.] (ur.). Miyazaki: European Language Resources Association (ELRA), 2018. str. 3890-3894

Podaci o odgovornosti

Agić, Željko ; Schluter, Natalie

engleski

Baselines and test data for cross-lingual inference

The recent years have seen a revival of interest in textual entailment, sparked by i) the emergence of powerful deep neural network learners for natural language processing and ii) the timely development of large-scale evaluation datasets such as SNLI. Recast as natural language inference, the problem now amounts to detecting the relation between pairs of statements: they either contradict or entail one another, or they are mutually neutral. Current research in natural language inference is effectively exclusive to English. In this paper, we propose to advance the research in SNLI-style natural language inference toward multilingual evaluation. To that end, we provide test data for four major languages: Arabic, French, Spanish, and Russian. We experiment with a set of baselines. Our systems are based on cross-lingual word embeddings and machine translation. While our best system scores an average accuracy of just over 75%, we focus largely on enabling further research in multilingual inference.

natural language inference ; cross-lingual methods ; test data

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o prilogu

3890-3894.

2018.

objavljeno

Podaci o matičnoj publikaciji

LREC 2018: Eleventh International Conference on Language Resources and Evaluation: Conference Proceedings

Calzolari, Nicoletta ... [et al.]

Miyazaki: European Language Resources Association (ELRA)

979-10-95546-00-9

Podaci o skupu

11th International Conference on Language Resources and Evaluation (LREC 2018)

poster

07.05.2018-12.05.2018

Miyazaki, Japan

Povezanost rada

Filologija, Informacijske i komunikacijske znanosti, Računarstvo

Poveznice
Indeksiranost