Techniques

WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023 XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech Interspeech 2023 XTab: Cross-table Pretraining for Tabular Transformers ICML 2023 YATO: Yet Another deep learning based Text analysis Open toolkit EMNLP 2023 You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model CVPR 2023 Zambezi Voice: A Multilingual Speech Corpus for Zambian Languages Interspeech 2023 Zelda Rose: a tool for hassle-free training of transformer models EMNLP 2023 Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor AAAI 2023 SO(2)-Equivariant Reinforcement Learning ICLR 2022 4-bit Conformer with Native Quantization Aware Training for Speech Recognition Interspeech 2022 6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing AAAI 2022 A BERT-based Language Modeling Framework Interspeech 2022 A Bregman Learning Framework for Sparse Neural Networks JMLR 2022 Accelerating Code Search with Deep Hashing and Code Classification ACL 2022 Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks NSDI 2022 Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022 Accelerating training of batch normalization: A manifold perspective UAI 2022 Acceptability Judgements via Examining the Topology of Attention Maps EMNLP 2022 ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph EMNLP 2022 A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022 Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation AAAI 2022 Active Hierarchical Exploration with Stable Subgoal Representation Learning ICLR 2022 Adaptable Adapters NAACL 2022 AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks NAACL 2022 Adapting a Language Model While Preserving its General Knowledge EMNLP 2022