Papers
Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs
Hong-You Chen, Sz-Han Yu, Shou-de Lin
Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information
Michele Bevilacqua, Roberto Navigli
Simultaneous Translation Policies: From Fixed to Adaptive
Baigong Zheng, Kaibo Liu, Renjie Zheng et al.
On The Evaluation of Machine Translation Systems Trained With Back-Translation
Sergey Edunov, Myle Ott, Marc’Aurelio Ranzato et al.
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
Aditya Siddhant, Ankur Bapna, Yuan Cao et al.
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman et al.
schuBERT: Optimizing Elements of BERT
Ashish Khetan, Zohar Karnin
Weight Poisoning Attacks on Pretrained Models
Keita Kurita, Paul Michel, Graham Neubig
Topological Sort for Sentence Ordering
Shrimai Prabhumoye, Ruslan Salakhutdinov, Alan W Black
Span Selection Pre-training for Question Answering
Michael Glass, Alfio Gliozzo, Rishav Chakravarti et al.
Showing Your Work Doesn’t Always Work
Raphael Tang, Jaejun Lee, Ji Xin et al.
Robust Encodings: A Framework for Combating Adversarial Typos
Erik Jones, Robin Jia, Aditi Raghunathan et al.
Pretrained Transformers Improve Out-of-Distribution Robustness
Dan Hendrycks, Xiaoyuan Liu, Eric Wallace et al.
Posterior Control of Blackbox Generation
Xiang Lisa Li, Alexander Rush
Posterior Calibrated Training on Sentence Classification Tasks
Taehee Jung, Dongyeop Kang, Hua Cheng et al.
Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding
Yun Tang, Jing Huang, Guangtao Wang et al.
Masked Language Model Scoring
Julian Salazar, Davis Liang, Toan Q. Nguyen et al.
Low Resource Sequence Tagging using Sentence Reconstruction
Tal Perl, Sriram Chaudhury, Raja Giryes
Knowledge Graph Embedding Compression
Mrinmaya Sachan
Interactive Classification by Asking Informative Questions
Lili Yu, Howard Chen, Sida I. Wang et al.
Contextual Embeddings: When Are They Worth It?
Simran Arora, Avner May, Jian Zhang et al.
A Batch Normalized Inference Network Keeps the KL Vanishing Away
Qile Zhu, Wei Bi, Xiaojiang Liu et al.
What is Learned in Visually Grounded Neural Syntax Acquisition
Noriyuki Kojima, Hadar Averbuch-Elor, Alexander Rush et al.
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
Jie Lei, Liwei Wang, Yelong Shen et al.
Learning to execute instructions in a Minecraft dialogue
Prashant Jayannavar, Anjali Narayan-Chen, Julia Hockenmaier