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Efficient Computing

6,876 papers

Papers per year

Papers

Pruning Pre-trained Language Models with Principled Importance and Self-regularization ACL 2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models ACL 2023
SlowBERT: Slow-down Attacks on Input-adaptive Multi-exit BERT ACL 2023
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference ACL 2023
Structured Pruning for Efficient Generative Pre-trained Language Models ACL 2023
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023
An Exploratory Study on Model Compression for Text-to-SQL ACL 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond ACL 2023
PruMUX: Augmenting Data Multiplexing with Model Compression ACL 2023
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning ACL 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023 ACL 2023
How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023
MUX-PLMs: Pre-training Language Models with Data Multiplexing ACL 2023
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data ACL 2023
UMUTeam at SemEval-2023 Task 12: Ensemble Learning of LLMs applied to Sentiment Analysis for Low-resource African Languages ACL 2023
Matt Bai at SemEval-2023 Task 5: Clickbait spoiler classification via BERT ACL 2023
shefnlp at SemEval-2023 Task 10: Compute-Efficient Category Adapters ACL 2023
Ted: Tree delineation with reduced dimensions using entropy and deep learning ACML 2023
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices ACML 2023
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023
Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression ACML 2023