Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction

Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction Marta R Costa-jussà author Cristina España-Bonet author Pascale Fung author Noah A Smith author 2020-06 text journal article Computational Linguistics continuing periodical academic journal costa-jussa-etal-2020-multilingual 10.1162/coli_a_00373 https://aclanthology.org/2020.cl-2.1/ 2020-06 46 2 249 255 Unsupervised Word Translation with Adversarial Autoencoder Tasnim Mohiuddin author Shafiq Joty author 2020-06 text journal article Computational Linguistics continuing periodical academic journal mohiuddin-joty-2020-unsupervised 10.1162/coli_a_00374 https://aclanthology.org/2020.cl-2.2/ 2020-06 46 2 257 288 LessLex: Linking Multilingual Embeddings to SenSe Representations of LEXical Items Davide Colla author Enrico Mensa author Daniele P Radicioni author 2020-06 text journal article Computational Linguistics continuing periodical academic journal colla-etal-2020-lesslex 10.1162/coli_a_00375 https://aclanthology.org/2020.cl-2.3/ 2020-06 46 2 289 333 LINSPECTOR: Multilingual Probing Tasks for Word Representations Gözde Gül Şahin author Clara Vania author Ilia Kuznetsov author Iryna Gurevych author 2020-06 text journal article Computational Linguistics continuing periodical academic journal sahin-etal-2020-linspector 10.1162/coli_a_00376 https://aclanthology.org/2020.cl-2.4/ 2020-06 46 2 335 385 A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation Raúl Vázquez author Alessandro Raganato author Mathias Creutz author Jörg Tiedemann author 2020-06 text journal article Computational Linguistics continuing periodical academic journal vazquez-etal-2020-systematic 10.1162/coli_a_00377 https://aclanthology.org/2020.cl-2.5/ 2020-06 46 2 387 424 Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust Pipelines Aarne Ranta author Krasimir Angelov author Normunds Gruzitis author Prasanth Kolachina author 2020-06 text journal article Computational Linguistics continuing periodical academic journal ranta-etal-2020-abstract 10.1162/coli_a_00378 https://aclanthology.org/2020.cl-2.6/ 2020-06 46 2 425 486 Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor Malvina Nissim author Rik van Noord author Rob van der Goot author 2020-06 text journal article Computational Linguistics continuing periodical academic journal nissim-etal-2020-fair 10.1162/coli_a_00379 https://aclanthology.org/2020.cl-2.7/ 2020-06 46 2 487 497 The Limitations of Stylometry for Detecting Machine-Generated Fake News Tal Schuster author Roei Schuster author Darsh J Shah author Regina Barzilay author 2020-06 text journal article Computational Linguistics continuing periodical academic journal schuster-etal-2020-limitations 10.1162/coli_a_00380 https://aclanthology.org/2020.cl-2.8/ 2020-06 46 2 499 510