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Model Architecture

4,351 papers

Papers per year

Papers

Graph-Based Tri-Attention Network for Answer Ranking in CQA AAAI 2021
Neural Sentence Ordering Based on Constraint Graphs AAAI 2021
Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction AAAI 2021
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure AAAI 2021
Reducing Neural Network Parameter Initialization Into an SMT Problem (Student Abstract) AAAI 2021
Rotation-Invariant Gait Identification with Quaternion Convolutional Neural Networks (Student Abstract) AAAI 2021
Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract) AAAI 2021
Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021
MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract) AAAI 2021
Improving the Faithfulness of Attention-based Explanations with Task-specific Information for Text Classification ACL 2021
BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ACL 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling ACL 2021
Point, Disambiguate and Copy: Incorporating Bilingual Dictionaries for Neural Machine Translation ACL 2021
Psycholinguistic Tripartite Graph Network for Personality Detection ACL 2021
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models ACL 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding ACL 2021
Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering ACL 2021
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification ACL 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation ACL 2021
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search ACL 2021
Attending Self-Attention: A Case Study of Visually Grounded Supervision in Vision-and-Language Transformers ACL 2021
How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021
System Description for the CommonGen task with the POINTER model ACL 2021
HumorHunter at SemEval-2021 Task 7: Humor and Offense Recognition with Disentangled Attention ACL 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN ACL 2021