Papers
Interrogating the Explanatory Power of Attention in Neural Machine Translation
Pooya Moradi, Nishant Kambhatla, Anoop Sarkar
Paraphrasing with Large Language Models
Sam Witteveen, Martin Andrews
Mixed Multi-Head Self-Attention for Neural Machine Translation
Hongyi Cui, Shohei Iida, Po-Hsuan Hung et al.
A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation
Gayatri Bhat, Sachin Kumar, Yulia Tsvetkov
Big Bidirectional Insertion Representations for Documents
Lala Li, William Chan
On the Importance of Word Boundaries in Character-level Neural Machine Translation
Duygu Ataman, Orhan Firat, Mattia A. Di Gangi et al.
Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation
Poorya Zaremoodi, Gholamreza Haffari
Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness
Alexandre Berard, Ioan Calapodescu, Marc Dymetman et al.
Generalization in Generation: A closer look at Exposure Bias
Florian Schmidt
Enhanced Transformer Model for Data-to-Text Generation
Li Gong, Josep Crego, Jean Senellart
Unsupervised Evaluation Metrics and Learning Criteria for Non-Parallel Textual Transfer
Richard Yuanzhe Pang, Kevin Gimpel
Decomposing Textual Information For Style Transfer
Ivan P. Yamshchikov, Viacheslav Shibaev, Aleksander Nagaev et al.
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation
Victor Prokhorov, Ehsan Shareghi, Yingzhen Li et al.
On the use of BERT for Neural Machine Translation
Stephane Clinchant, Kweon Woo Jung, Vassilina Nikoulina
Zero-Resource Neural Machine Translation with Monolingual Pivot Data
Anna Currey, Kenneth Heafield
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
Nikolaos Malandrakis, Minmin Shen, Anuj Goyal et al.
Making Asynchronous Stochastic Gradient Descent Work for Transformers
Alham Fikri Aji, Kenneth Heafield
Transformer-based Model for Single Documents Neural Summarization
Elozino Egonmwan, Yllias Chali
Domain Differential Adaptation for Neural Machine Translation
Zi-Yi Dou, Xinyi Wang, Junjie Hu et al.
Generating Diverse Story Continuations with Controllable Semantics
Lifu Tu, Xiaoan Ding, Dong Yu et al.
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models
Woon Sang Cho, Yizhe Zhang, Sudha Rao et al.
Recycling a Pre-trained BERT Encoder for Neural Machine Translation
Kenji Imamura, Eiichiro Sumita
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems
Paweł Budzianowski, Ivan Vulić
Findings of the Third Workshop on Neural Generation and Translation
Hiroaki Hayashi, Yusuke Oda, Alexandra Birch et al.
Proceedings of the 3rd Workshop on Neural Generation and Translation
Alexandra Birch, Andrew Finch, Hiroaki Hayashi et al.