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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Transition-based Parsing with Stack-Transformers EMNLP 2020
BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover’s Distance EMNLP 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems EMNLP 2020
TopicBERT for Energy Efficient Document Classification EMNLP 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models EMNLP 2020
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020
Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task ACL 2020
Efficient and High-Quality Neural Machine Translation with OpenNMT ACL 2020
The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020
Compressing Neural Machine Translation Models with 4-bit Precision ACL 2020
Distilling Neural Networks for Greener and Faster Dependency Parsing ACL 2020
ALBERT-BiLSTM for Sequential Metaphor Detection ACL 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing ACL 2020
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ACL 2020
Quantifying Attention Flow in Transformers ACL 2020
Adaptive Compression of Word Embeddings ACL 2020
schuBERT: Optimizing Elements of BERT ACL 2020
Knowledge Graph Embedding Compression ACL 2020
Learning Agent Communication under Limited Bandwidth by Message Pruning AAAI 2020
Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020
Instance-Wise Dynamic Sensor Selection for Human Activity Recognition AAAI 2020
MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization AAAI 2020
Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract) AAAI 2020
HDK: Toward High-Performance Deep-Learning-Based Kirchhoff Analysis AAAI 2020
Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development AAAI 2020