No 1. 《A survey on domain adaptation theory》
    No 2. 《Synthesizer: Rethinking Self-Attention in Transformer Models》
    No 3. 《Zero-shot Entity Linking with Dense Entity Retrieval》
    No 4. 《Improving Semantic Segmentation via Self-Training》
    No 5. 《Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction》
    No 6. 《LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands and Water from Aerial Imagery》
    No 7. 《Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense》
    No 8. 《When does data augmentation help generalization in NLP?》
    No 9. 《Deep Divergence Learning》
    No 10. 《Cross-domain Correspondence Learning for Exemplar-based Image Translation》
    No 11. 《Collective Loss Function for Positive and Unlabeled Learning》
    No 12. 《Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems》
    No 13. 《Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?》
    No 14. 《Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks》
    No 15. 《Open Graph Benchmark: Datasets for Machine Learning on Graphs》
    No 16. 《Deep 3D Portrait from a Single Image》
    No 17. 《Investigating Transferability in Pretrained Language Models》
    No 18. 《DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering》
    No 19. 《Correlating Edge, Pose with Parsing》
    No 20. 《Learning Feature Descriptors using Camera Pose Supervision》
    No 21. 《Learning to Forecast and Forecasting to Learn from the COVID-19 Pandemic》
    No 22. 《A simulation study of disaggregation regression for spatial disease mapping》
    No 23. 《Adversarial Synthesis of Human Pose from Text》
    No 24. 《Learning to Autofocus》
    No 25. 《Self-Supervised Human Depth Estimation from Monocular Videos》
    No 26. 《A Large Dataset of Historical Japanese Documents with Complex Layouts》
    No 27. 《Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations》
    No 28. 《POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)》
    No 29. 《Low-Dimensional Hyperbolic Knowledge Graph Embeddings》
    No 30. 《Increasing the efficiency of Sequential Monte Carlo samplers through the use of approximately optimal L-kernels》