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Model Architecture

4,354 papers

Papers per year

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Papers

Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP 2020
Revealing the Myth of Higher-Order Inference in Coreference Resolution EMNLP 2020
Dual Low-Rank Multimodal Fusion EMNLP 2020
Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection EMNLP 2020
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem EMNLP 2020
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles EMNLP 2020
Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020
Decoding Language Spatial Relations to 2D Spatial Arrangements EMNLP 2020
Language-Conditioned Feature Pyramids for Visual Selection Tasks EMNLP 2020
Tensorized Embedding Layers EMNLP 2020
DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking EMNLP 2020
Generalization to Mitigate Synonym Substitution Attacks EMNLP 2020
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks EMNLP 2020
SqueezeBERT: What can computer vision teach NLP about efficient neural networks? EMNLP 2020
Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions ICML 2020
Decoupled Greedy Learning of CNNs ICML 2020
Training Neural Networks for and by Interpolation ICML 2020
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation ICML 2020
Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning ICML 2020
Learning To Stop While Learning To Predict ICML 2020
Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020
Revisiting Spatial Invariance with Low-Rank Local Connectivity ICML 2020
Rigging the Lottery: Making All Tickets Winners ICML 2020
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search ICML 2020