Computation and Language

HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Lite Transformer with Long-Short Range Attention

Sequence-Level Mixed Sample Data Augmentation

Parameter-Efficient Transfer Learning with Diff Pruning

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning

Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning

Multilingual BERT Post-Pretraining Alignment

Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations

Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study

Can a Fruit Fly Learn Word Embeddings?