Saliency-driven Word Alignment Interpretation for Neural Machine
Translation

Saliency-driven Word Alignment Interpretation for Neural Machine Translation

25 June 2019

Hainan Xu

Papers citing "Saliency-driven Word Alignment Interpretation for Neural Machine Translation"

19 / 19 papers shown

Title
End-to-End Simultaneous Speech Translation with Differentiable Segmentation Shaolei Zhang Yang Feng 23 17 0 25 May 2023
Explaining How Transformers Use Context to Build Predictions Javier Ferrando Gerard I. Gállego Ioannis Tsiamas Marta R. Costa-jussá 32 31 0 21 May 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 27 46 0 18 Jan 2023
Word Alignment in the Era of Deep Learning: A Tutorial Bryan Li 29 5 0 30 Nov 2022
Gradient Knowledge Distillation for Pre-trained Language Models Lean Wang Lei Li Xu Sun VLM 23 5 0 02 Nov 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 30 25 0 06 Oct 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings Yile Wang Yue Zhang 19 4 0 20 Aug 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 30 44 0 23 May 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching Patrick Fernandes Marcos Vinícius Treviso Danish Pruthi André F. T. Martins Graham Neubig FAtt 25 22 0 22 Apr 2022
Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions Marwan Omar Soohyeon Choi Daehun Nyang David A. Mohaisen 32 57 0 03 Jan 2022
Understanding How Encoder-Decoder Architectures Attend Kyle Aitken V. Ramasesh Yuan Cao Niru Maheswaranathan 34 17 0 28 Oct 2021
On the Lack of Robust Interpretability of Neural Text Classifiers Muhammad Bilal Zafar Michele Donini Dylan Slack Cédric Archambeau Sanjiv Ranjan Das K. Kenthapadi AAML 11 21 0 08 Jun 2021
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? Jasmijn Bastings Katja Filippova XAI LRM 43 173 0 12 Oct 2020
Accurate Word Alignment Induction from Neural Machine Translation Yun-Nung Chen Yang Liu Guanhua Chen Xin Jiang Qun Liu 34 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 23 226 0 18 Apr 2020
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 213 1,367 0 06 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,925 0 17 Aug 2015