Efficient Computing

American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers NeurIPS 2023 A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference Interspeech 2023 A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers ACML 2023 A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning ICLR 2023 AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023 A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models Interspeech 2023 A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models EACL 2023 AndroidInTheWild: A Large-Scale Dataset For Android Device Control NeurIPS 2023 A Nearly-Optimal Bound for Fast Regression with ℓ_∞ Guarantee ICML 2023 An Efficient Conversational Smart Compose System ACL 2023 An efficient encoder-decoder architecture with top-down attention for speech separation ICLR 2023 An Empirical Study on Active Learning for Multi-label Text Classification EACL 2023 A Neural PDE Solver with Temporal Stencil Modeling ICML 2023 A New ANN-SNN Conversion Method with High Accuracy, Low Latency and Good Robustness IJCAI 2023 A New PHO-rmula for Improved Performance of Semi-Structured Networks ICML 2023 An Exploratory Study on Model Compression for Text-to-SQL ACL 2023 An Extensible Orchestration and Protection Framework for Confidential Cloud Computing OSDI 2023 An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ACL 2023 An Inverse Scaling Law for CLIP Training NeurIPS 2023 An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization AISTATS 2023 AnyDA: Anytime Domain Adaptation ICLR 2023 Application-Agnostic Language Modeling for On-Device ASR ACL 2023 Application of Knowledge Distillation to Multi-Task Speech Representation Learning Interspeech 2023 Approximate Nearest Neighbor Search through Modern Error-Correcting Codes ICLR 2023 Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition Interspeech 2023