| Findings of the WMT 2021 Shared Task on Efficient Translation | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis | Nov 1, 2021 | Domain AdaptationGPU | CodeCode Available | 0 |
| Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework | Nov 1, 2021 | AllEntity Embeddings | —Unverified | 0 |
| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 |
| On Joint Learning for Solving Placement and Routing in Chip Design | Oct 30, 2021 | GPUreinforcement-learning | CodeCode Available | 1 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
