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Model Architecture

4,354 papers

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Papers

CLTL at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Transformer Models ACL 2024
Industry vs Academia: Running a Course on Transformers in Two Setups ACL 2024
TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024
P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks AISTATS 2024
Multi-Dimensional Hyena for Spatial Inductive Bias AISTATS 2024
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024
From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach AISTATS 2024
Any-dimensional equivariant neural networks AISTATS 2024
Spectrum Extraction and Clipping for Implicitly Linear Layers AISTATS 2024
Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024
DE-HNN: An effective neural model for Circuit Netlist representation AISTATS 2024
Tensor-view Topological Graph Neural Network AISTATS 2024
The effect of Leaky ReLUs on the training and generalization of overparameterized networks AISTATS 2024
Data Driven Threshold and Potential Initialization for Spiking Neural Networks AISTATS 2024
Align-to-Distill: Trainable Attention Alignment for Knowledge Distillation in Neural Machine Translation COLING 2024
Arabic Diacritization Using Morphologically Informed Character-Level Model COLING 2024
Can Humans Identify Domains? COLING 2024
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024
COMICORDA: Dialogue Act Recognition in Comic Books COLING 2024
Comparison of Conventional Hybrid and CTC/Attention Decoders for Continuous Visual Speech Recognition COLING 2024
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks COLING 2024
Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation COLING 2024
Fisher Mask Nodes for Language Model Merging COLING 2024
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models COLING 2024
Low-Rank Prune-And-Factorize for Language Model Compression COLING 2024