Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 28
Long Short-Term Memory
LSTM
Papers archive 2025-07-28
archive papers tagged: 5,448 · with a code link: 1,823 · where Syntology ran a sample: 335 (283 with a run with no instrument failure, 52 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (335 of 5,448 tagged: 283 with a run with no instrument failure, 52 where every run was a failure of Syntology's instrument)
Page 28 of 55: papers 2,701 to 2,800 of 5,448, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks 8 Oct 2020 · 0 repositories · arXiv:2010.04249
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Masked ELMo: An evolution of ELMo towards fully contextual RNN language models 8 Oct 2020 · 0 repositories · arXiv:2010.04302
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Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling 8 Oct 2020 · 6 repositories · arXiv:2010.04301Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation 8 Oct 2020 · 0 repositories · arXiv:2010.04191
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ELMo and BERT in semantic change detection for Russian 7 Oct 2020 · 0 repositories · arXiv:2010.03481
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Improving Context Modeling in Neural Topic Segmentation 7 Oct 2020 · 0 repositories · arXiv:2010.03138
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Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction 7 Oct 2020 · 0 repositories · arXiv:2010.03260Syntology 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Theedhum Nandrum@Dravidian-CodeMix-FIRE2020: A Sentiment Polarity Classifier for YouTube Comments with Code-switching between Tamil, Malayalam and English 7 Oct 2020 · 1 repository · arXiv:2010.03189
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Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News 7 Oct 2020 · 2 repositories · arXiv:2010.03159Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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COD3S: Diverse Generation with Discrete Semantic Signatures 6 Oct 2020 · 1 repository · arXiv:2010.02882
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Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations 6 Oct 2020 · 0 repositories · arXiv:2010.02495
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LSTMs Compose (and Learn) Bottom-Up 6 Oct 2020 · 0 repositories · arXiv:2010.04650
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Tackling the Low-resource Challenge for Canonical Segmentation 6 Oct 2020 · 0 repositories · arXiv:2010.02804
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The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS 6 Oct 2020 · 3 repositories · arXiv:2010.02434
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Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows 5 Oct 2020 · 0 repositories · arXiv:2010.02068
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Gauravarora@HASOC-Dravidian-CodeMix-FIRE2020: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection 5 Oct 2020 · 0 repositories · arXiv:2010.02094
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Improving AMR Parsing with Sequence-to-Sequence Pre-training 5 Oct 2020 · 1 repository · arXiv:2010.01771
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Neurally Augmented ALISTA 5 Oct 2020 · 1 repository · arXiv:2010.01930
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Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer 2 Oct 2020 · 0 repositories · arXiv:2010.00735
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Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring 2 Oct 2020 · 1 repository · arXiv:2010.00889
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How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text 1 Oct 2020 · 0 repositories · arXiv:2010.00363
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Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers 1 Oct 2020 · 3 repositories · arXiv:2010.00667Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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A Deep Learning Framework for COVID Outbreak Prediction 30 Sep 2020 · 0 repositories · arXiv:2010.00382
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A Wavelet-CNN-LSTM Model for Tailings Pond Risk Prediction 30 Sep 2020 · 0 repositories · arXiv:2010.00518
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Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion 30 Sep 2020 · 1 repository · arXiv:2009.14668
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Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution 29 Sep 2020 · 1 repository · arXiv:2009.14108Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
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Learning to Compress Videos without Computing Motion 29 Sep 2020 · 1 repository · arXiv:2009.14110
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Sequence-to-Sequence Learning for Indonesian Automatic Question Generator 29 Sep 2020 · 1 repository · arXiv:2009.13889
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A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese 28 Sep 2020 · 0 repositories · arXiv:2009.13060
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Conversational Semantic Parsing 28 Sep 2020 · 0 repositories · arXiv:2009.13655
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Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction 28 Sep 2020 · 0 repositories · arXiv:2009.12997
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Multi-timescale Representation Learning in LSTM Language Models 27 Sep 2020 · 0 repositories · arXiv:2009.12727
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Metaphor Detection using Deep Contextualized Word Embeddings 26 Sep 2020 · 0 repositories · arXiv:2009.12565
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Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries 25 Sep 2020 · 1 repository · arXiv:2009.12341
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Focus-Constrained Attention Mechanism for CVAE-based Response Generation 25 Sep 2020 · 1 repository · arXiv:2009.12102
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MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems 25 Sep 2020 · 1 repository · arXiv:2009.12005Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Neural Network-Based Ranging with LTE Channel Impulse Response for Localization in Indoor Environments 24 Sep 2020 · 0 repositories · arXiv:2009.11907
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Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks 23 Sep 2020 · 2 repositories · arXiv:2009.11239
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Seq2Edits: Sequence Transduction Using Span-level Edit Operations 23 Sep 2020 · 1 repository · arXiv:2009.11136
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Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction 22 Sep 2020 · 0 repositories · arXiv:2009.10468
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An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution 21 Sep 2020 · 0 repositories · arXiv:2009.09644
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Multitask Pointer Network for Multi-Representational Parsing 21 Sep 2020 · 1 repository · arXiv:2009.09730
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Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models 20 Sep 2020 · 4 repositories · arXiv:2009.10819
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Unsupervised Anomaly Detection on Temporal Multiway Data 20 Sep 2020 · 0 repositories · arXiv:2009.09443
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Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation 19 Sep 2020 · 1 repository · arXiv:2009.09309
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FarsTail: A Persian Natural Language Inference Dataset 18 Sep 2020 · 1 repository · arXiv:2009.08820
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A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning 17 Sep 2020 · 1 repository · arXiv:2009.08115Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 10 harvested samples)
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Distilled One-Shot Federated Learning 17 Sep 2020 · 1 repository · arXiv:2009.07999
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Urban Traffic Flow Forecast Based on FastGCRNN 17 Sep 2020 · 0 repositories · arXiv:2009.08087
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A Convolutional LSTM based Residual Network for Deepfake Video Detection 16 Sep 2020 · 1 repository · arXiv:2009.07480
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An analysis of deep neural networks for predicting trends in time series data 16 Sep 2020 · 0 repositories · arXiv:2009.07943
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Graph-to-Sequence Neural Machine Translation 16 Sep 2020 · 0 repositories · arXiv:2009.07489
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Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP 16 Sep 2020 · 0 repositories · arXiv:2009.07411
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Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction 16 Sep 2020 · 1 repository · arXiv:2009.07503Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks 16 Sep 2020 · 5 repositories · arXiv:2009.07769
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Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet 15 Sep 2020 · 0 repositories · arXiv:2009.07238
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Composing Answer from Multi-spans for Reading Comprehension 14 Sep 2020 · 0 repositories · arXiv:2009.06141
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Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network 14 Sep 2020 · 0 repositories · arXiv:2009.06343
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Span-based Semantic Parsing for Compositional Generalization 13 Sep 2020 · 1 repository · arXiv:2009.06040
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Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach 12 Sep 2020 · 0 repositories · arXiv:2009.05728
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Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication 12 Sep 2020 · 0 repositories · arXiv:2009.05836
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Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine 12 Sep 2020 · 0 repositories · arXiv:2009.05698
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A Comparison of LSTM and BERT for Small Corpus 11 Sep 2020 · 0 repositories · arXiv:2009.05451
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Deep Learning Interference Cancellation in Wireless Networks 11 Sep 2020 · 0 repositories · arXiv:2009.05533
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GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation 11 Sep 2020 · 2 repositories · arXiv:2009.05266
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Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger 11 Sep 2020 · 0 repositories · arXiv:2009.05687
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Multi-modal embeddings using multi-task learning for emotion recognition 10 Sep 2020 · 0 repositories · arXiv:2009.05019
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Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series 10 Sep 2020 · 0 repositories · arXiv:2009.12325
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Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages 9 Sep 2020 · 0 repositories · arXiv:2009.04087
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Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People 8 Sep 2020 · 0 repositories · arXiv:2009.03732
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Neural-PDE: A RNN based neural network for solving time dependent PDEs 8 Sep 2020 · 1 repository · arXiv:2009.03892
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Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People 8 Sep 2020 · 0 repositories · arXiv:2009.03722
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Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function 8 Sep 2020 · 1 repository · arXiv:2009.04007Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic Children 8 Sep 2020 · 0 repositories · arXiv:2009.04409
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Automatic detection of microsleep episodes with deep learning 7 Sep 2020 · 1 repository · arXiv:2009.03027
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Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning 7 Sep 2020 · 0 repositories · arXiv:2009.07200
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Forecasting the Leading Indicator of a Recession: The 10-Year minus 3-Month Treasury Yield Spread 7 Sep 2020 · 1 repository · arXiv:2009.05507
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Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling 6 Sep 2020 · 1 repository · arXiv:2009.02725
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A Hybrid Deep Learning Model for Arabic Text Recognition 4 Sep 2020 · 4 repositories · arXiv:2009.01987
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KILT: a Benchmark for Knowledge Intensive Language Tasks 4 Sep 2020 · 3 repositories · arXiv:2009.02252Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Linguistically inspired morphological inflection with a sequence to sequence model 4 Sep 2020 · 0 repositories · arXiv:2009.02073
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Quantum Long Short-Term Memory 3 Sep 2020 · 0 repositories · arXiv:2009.01783
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A Practical Chinese Dependency Parser Based on A Large-scale Dataset 2 Sep 2020 · 2 repositories · arXiv:2009.00901
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Comparative Evaluation of Pretrained Transfer Learning Models on Automatic Short Answer Grading 2 Sep 2020 · 1 repository · arXiv:2009.01303
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Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows 1 Sep 2020 · 0 repositories · arXiv:2009.00681
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PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs 31 Aug 2020 · 1 repository · arXiv:2009.00106
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Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition 30 Aug 2020 · 0 repositories · arXiv:2008.13093
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Multimodal Learning for Cardiovascular Risk Prediction using EHR Data 27 Aug 2020 · 0 repositories · arXiv:2008.11979
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Query Focused Multi-document Summarisation of Biomedical Texts 27 Aug 2020 · 1 repository · arXiv:2008.11986
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Query Focused Multi-document Summarisation of Biomedical Texts: Macquarie Universiy and the Australian National University at BioASQ8b 27 Aug 2020 · 1 repository
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Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing 25 Aug 2020 · 0 repositories · arXiv:2008.11087
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LSTM Networks for Online Cross-Network Recommendations 25 Aug 2020 · 0 repositories · arXiv:2008.10849
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ATM Cash demand forecasting in an Indian Bank with chaos and deep learning 24 Aug 2020 · 0 repositories · arXiv:2008.10365
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YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles 24 Aug 2020 · 1 repository · arXiv:2008.10166Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Disentangled Self-Supervision in Sequential Recommenders 23 Aug 2020 · 1 repository
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Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers 22 Aug 2020 · 1 repository · arXiv:2008.09768Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection 22 Aug 2020 · 2 repositories · arXiv:2008.09820
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A constrained recursion algorithm for batch normalization of tree-sturctured LSTM 21 Aug 2020 · 0 repositories · arXiv:2008.09409
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Cross-Utterance Language Models with Acoustic Error Sampling 19 Aug 2020 · 0 repositories · arXiv:2009.01008
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Transformer based Multilingual document Embedding model 19 Aug 2020 · 0 repositories · arXiv:2008.08567