Techniques

An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023 A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models ACML 2023 An Investigation of Noise in Morphological Inflection ACL 2023 A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023 An Operator Theoretic Approach for Analyzing Sequence Neural Networks AAAI 2023 AntContentTech at SemEval-2023 Task 6: Domain-adaptive Pretraining and Auxiliary-task Learning for Understanding Indian Legal Texts SemEval 2023 A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NeurIPS 2023 Appeal for Attention at SemEval-2023 Task 3: Data augmentation extension strategies for detection of online news persuasion techniques SemEval 2023 A Primal-Dual Framework for Transformers and Neural Networks ICLR 2023 AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing ACL 2023 ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages CoNLL 2023 Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NeurIPS 2023 Are GATs Out of Balance? NeurIPS 2023 Are Large Kernels Better Teachers than Transformers for ConvNets? ICML 2023 Are More Layers Beneficial to Graph Transformers? ICLR 2023 Are Straight-Through Gradients and Soft-Thresholding All You Need for Sparse Training? WACV 2023 A Retrospect to Multi-prompt Learning across Vision and Language ICCV 2023 Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023 Artificial Neuronal Ensembles with Learned Context Dependent Gating ICLR 2023 ArTST: Arabic Text and Speech Transformer EMNLP 2023 A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral bias of neural networks UAI 2023 A Sequence-to-Sequence&Set Model for Text-to-Table Generation ACL 2023 A Simple Baseline for Video Restoration With Grouped Spatial-Temporal Shift CVPR 2023 A Simple Framework for Text-Supervised Semantic Segmentation CVPR 2023 A Skeletonization Algorithm for Gradient-Based Optimization ICCV 2023