Adding Interpretable Attention to Neural Translation Models Improves Word Alignment

31 January 2019

Papers citing "Adding Interpretable Attention to Neural Translation Models Improves Word Alignment"

20 / 20 papers shown

Title
Cross-Lingual Word Alignment for ASEAN Languages with Contrastive Learning Jingshen Zhang Xinying Qiu Teng Shen Wenyu Wang Kailin Zhang Wenhe Feng 48 0 0 06 Jul 2024
Gloss Alignment Using Word Embeddings Harry Walsh Ozge Mercanoglu Sincan Ben Saunders Richard Bowden 27 1 0 08 Aug 2023
Explaining How Transformers Use Context to Build Predictions Javier Ferrando Gerard I. Gállego Ioannis Tsiamas Marta R. Costa-jussá 37 32 0 21 May 2023
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 30 3 0 11 Oct 2022
Toxicity in Multilingual Machine Translation at Scale Marta R. Costa-jussá Eric Michael Smith C. Ropers Daniel Licht Jean Maillard Javier Ferrando Carlos Escolano 35 26 0 06 Oct 2022
Automatic Correction of Human Translations Jessy Lin G. Kovács Aditya Shastry Joern Wuebker John DeNero 39 3 0 17 Jun 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer Javier Ferrando Gerard I. Gállego Belen Alastruey Carlos Escolano Marta R. Costa-jussá 35 44 0 23 May 2022
Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding Soumya Chatterjee Sunita Sarawagi Preethi Jyothi 36 1 0 02 Apr 2022
BERT Cannot Align Characters Antonis Maronikolakis Philipp Dufter Hinrich Schütze 25 0 0 20 Sep 2021
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning Di Wu Liang Ding Shuo Yang Mingyang Li 45 7 0 08 Feb 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 100 258 0 20 Jan 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment Freda Shi Luke Zettlemoyer Sida I. Wang SSL 37 33 0 01 Jan 2021
Accurate Word Alignment Induction from Neural Machine Translation Yun-Nung Chen Yang Liu Guanhua Chen Xin Jiang Qun Liu 39 60 0 30 Apr 2020
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings Masoud Jalili Sabet Philipp Dufter François Yvon Hinrich Schütze 23 228 0 18 Apr 2020
Machine Translation with Unsupervised Length-Constraints Jan Niehues 3DV 29 13 0 07 Apr 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
Novel Applications of Factored Neural Machine Translation P. Wilken E. Matusov AAML 14 13 0 09 Oct 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 30 187 0 12 Aug 2019
Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings Marcely Zanon Boito Aline Villavicencio Laurent Besacier 17 8 0 29 Jun 2019
Saliency-driven Word Alignment Interpretation for Neural Machine Translation Shuoyang Ding Hainan Xu Philipp Koehn 33 55 0 25 Jun 2019