Papers
ESPRIT: Explaining Solutions to Physical Reasoning Tasks
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan et al.
Distilling Knowledge Learned in BERT for Text Generation
Yen-Chun Chen, Zhe Gan, Yu Cheng et al.
BLEURT: Learning Robust Metrics for Text Generation
Thibault Sellam, Dipanjan Das, Ankur Parikh
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Mike Lewis, Yinhan Liu, Naman Goyal et al.
To Test Machine Comprehension, Start by Defining Comprehension
Jesse Dunietz, Greg Burnham, Akash Bharadwaj et al.
On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology
Marcel Bollmann, Desmond Elliott
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly
Nora Kassner, Hinrich Schütze
Automated Evaluation of Writing – 50 Years and Counting
Beata Beigman Klebanov, Nitin Madnani
Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi
Aryaman Arora, Luke Gessler, Nathan Schneider
The Paradigm Discovery Problem
Alexander Erdmann, Micha Elsner, Shijie Wu et al.
Variational Neural Machine Translation with Normalizing Flows
Hendra Setiawan, Matthias Sperber, Udhyakumar Nallasamy et al.
Using Context in Neural Machine Translation Training Objectives
Danielle Saunders, Felix Stahlberg, Bill Byrne
Unsupervised Domain Clusters in Pretrained Language Models
Roee Aharoni, Yoav Goldberg
Translationese as a Language in “Multilingual” NMT
Parker Riley, Isaac Caswell, Markus Freitag et al.
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem
Danielle Saunders, Bill Byrne
Learning a Multi-Domain Curriculum for Neural Machine Translation
Wei Wang, Ye Tian, Jiquan Ngiam et al.
In Neural Machine Translation, What Does Transfer Learning Transfer?
Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield et al.
Hard-Coded Gaussian Attention for Neural Machine Translation
Weiqiu You, Simeng Sun, Mohit Iyyer
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Hanrui Wang, Zhanghao Wu, Zhijian Liu et al.
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning
Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic et al.
Cross-Modality Relevance for Reasoning on Language and Vision
Chen Zheng, Quan Guo, Parisa Kordjamshidi
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning
Alessandro Suglia, Ioannis Konstas, Andrea Vanzo et al.