Architectures

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021 Let’s Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework ICML 2021 Levenshtein Training for Word-level Quality Estimation EMNLP 2021 Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021 Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021 Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition Interspeech 2021 Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces NeurIPS 2021 Leveraging the Availability of Two Cameras for Illuminant Estimation CVPR 2021 Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation EMNLP 2021 LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference ICCV 2021 Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance AAAI 2021 Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation EMNLP 2021 LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations ACL 2021 Librispeech Transducer Model with Internal Language Model Prior Correction Interspeech 2021 LiDAR-Based Panoptic Segmentation via Dynamic Shifting Network CVPR 2021 LiDAR R-CNN: An Efficient and Universal 3D Object Detector CVPR 2021 LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021 Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering NeurIPS 2021 Lighting, Reflectance and Geometry Estimation From 360deg Panoramic Stereo CVPR 2021 LightSeq: A High Performance Inference Library for Transformers NAACL 2021 Lightweight Cross-Lingual Sentence Representation Learning ACL 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021 LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning ICML 2021 Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021 Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training NeurIPS 2021