Papers
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot
MMPE: A Multi-Modal Interface for Post-Editing Machine Translation
Nico Herbig, Tim Düwel, Santanu Pal et al.
“You Sound Just Like Your Father” Commercial Machine Translation Systems Include Stylistic Biases
Dirk Hovy, Federico Bianchi, Tommaso Fornaciari
Self-Attention with Cross-Lingual Position Representation
Liang Ding, Longyue Wang, Dacheng Tao
Parallel Sentence Mining by Constrained Decoding
Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield et al.
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation
Wei Zhao, Goran Glavaš, Maxime Peyrard et al.
Language-aware Interlingua for Multilingual Neural Machine Translation
Changfeng Zhu, Heng Yu, Shanbo Cheng et al.
It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information
Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos et al.
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation
Biao Zhang, Philip Williams, Ivan Titov et al.
Enhancing Machine Translation with Dependency-Aware Self-Attention
Emanuele Bugliarello, Naoaki Okazaki
End-to-End Neural Word Alignment Outperforms GIZA++
Thomas Zenkel, Joern Wuebker, John DeNero
Character-Level Translation with Self-attention
Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu et al.
Boosting Neural Machine Translation with Similar Translations
Jitao Xu, Josep Crego, Jean Senellart
Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences
Xiangyu Duan, Baijun Ji, Hao Jia et al.
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
Guoshun Nan, Zhijiang Guo, Ivan Sekulic et al.
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction
Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig
Named Entity Recognition without Labelled Data: A Weak Supervision Approach
Pierre Lison, Jeremy Barnes, Aliaksandr Hubin et al.
NAT: Noise-Aware Training for Robust Neural Sequence Labeling
Marcin Namysl, Sven Behnke, Joachim Köhler
In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts
Ruben Kruiper, Julian Vincent, Jessica Chen-Burger et al.
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
Zhepei Wei, Jianlin Su, Yue Wang et al.
Semantic Graphs for Generating Deep Questions
Liangming Pan, Yuxi Xie, Yansong Feng et al.
Fast and Accurate Non-Projective Dependency Tree Linearization
Xiang Yu, Simon Tannert, Ngoc Thang Vu et al.
Dialogue Coherence Assessment Without Explicit Dialogue Act Labels
Mohsen Mesgar, Sebastian Bücker, Iryna Gurevych