Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 44

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 44 of 55: papers 4,301 to 4,400 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.

• ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture Search
  7 Dec 2018 · 0 repositories · arXiv:1812.02975
• Evaluating Architectural Choices for Deep Learning Approaches for Question Answering over Knowledge Bases
  6 Dec 2018 · 0 repositories · arXiv:1812.02536
• Neural Abstractive Text Summarization with Sequence-to-Sequence Models
  5 Dec 2018 · 5 repositories · arXiv:1812.02303
  Syntology community repositories only · 1 ran (of which 0 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) · 1 unverified (of 2 harvested samples)
• Summarizing Videos with Attention
  5 Dec 2018 · 5 repositories · arXiv:1812.01969
  Syntology official (archive's flag): 11 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples)
• Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs
  5 Dec 2018 · 1 repository · arXiv:1812.04718
• Voice Disorder Detection Using Long Short Term Memory (LSTM) Model
  4 Dec 2018 · 0 repositories · arXiv:1812.01779
• A System for Automated Image Editing from Natural Language Commands
  3 Dec 2018 · 0 repositories · arXiv:1812.01083
• Bach2Bach: Generating Music Using A Deep Reinforcement Learning Approach
  3 Dec 2018 · 0 repositories · arXiv:1812.01060
• Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability
  3 Dec 2018 · 0 repositories · arXiv:1812.00699
• Improving Clinical Predictions through Unsupervised Time Series Representation Learning
  2 Dec 2018 · 0 repositories · arXiv:1812.00490
• Attention in Convolutional LSTM for Gesture Recognition
  1 Dec 2018 · 1 repository
• GLoMo: Unsupervised Learning of Transferable Relational Graphs
  1 Dec 2018 · 0 repositories
• HitNet: Hybrid Ternary Recurrent Neural Network
  1 Dec 2018 · 0 repositories
• Incorporating Context into Language Encoding Models for fMRI
  1 Dec 2018 · 0 repositories
• Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices
  1 Dec 2018 · 1 repository
• Mixed Precision Quantization of ConvNets via Differentiable Neural Architecture Search
  30 Nov 2018 · 0 repositories · arXiv:1812.00090
• The Graph-Based Behavior-Aware Recommendation for Interactive News
  30 Nov 2018 · 1 repository · arXiv:1812.00002
• ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network
  28 Nov 2018 · 10 repositories · arXiv:1811.11431
  Syntology community repositories only · 4 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; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Few-Shot Generalization Across Dialogue Tasks
  28 Nov 2018 · 2 repositories · arXiv:1811.11707
• Future-State Predicting LSTM for Early Surgery Type Recognition
  28 Nov 2018 · 0 repositories · arXiv:1811.11727
• Image Generation from Layout
  28 Nov 2018 · 0 repositories · arXiv:1811.11389
• Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts
  28 Nov 2018 · 0 repositories · arXiv:1811.11523
• Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise
  27 Nov 2018 · 0 repositories · arXiv:1811.11064
• MagicVO: End-to-End Monocular Visual Odometry through Deep Bi-directional Recurrent Convolutional Neural Network
  27 Nov 2018 · 0 repositories · arXiv:1811.10964
• SOC: hunting the underground inside story of the ethereum Social-network Opinion and Comment
  27 Nov 2018 · 0 repositories · arXiv:1811.11136
• Improving Gated Recurrent Unit Based Acoustic Modeling with Batch Normalization and Enlarged Context
  26 Nov 2018 · 0 repositories · arXiv:1811.10169
• InstaNAS: Instance-aware Neural Architecture Search
  26 Nov 2018 · 2 repositories · arXiv:1811.10201
• Joint Monocular 3D Vehicle Detection and Tracking
  26 Nov 2018 · 1 repository · arXiv:1811.10742
  Syntology 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Natural language understanding for task oriented dialog in the biomedical domain in a low resources context
  23 Nov 2018 · 0 repositories · arXiv:1811.09417
• Learning to Discover, Ground and Use Words with Segmental Neural Language Models
  23 Nov 2018 · 0 repositories · arXiv:1811.09353
• HyperAdam: A Learnable Task-Adaptive Adam for Network Training
  22 Nov 2018 · 2 repositories · arXiv:1811.08996
• MGANet: A Robust Model for Quality Enhancement of Compressed Video
  22 Nov 2018 · 4 repositories · arXiv:1811.09150
• Learning cross-lingual phonological and orthagraphic adaptations: a case study in improving neural machine translation between low-resource languages
  21 Nov 2018 · 1 repository · arXiv:1811.08816
• The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation
  20 Nov 2018 · 1 repository · arXiv:1811.08380
• Learning Robust Heterogeneous Signal Features from Parallel Neural Network for Audio Sentiment Analysis
  20 Nov 2018 · 0 repositories · arXiv:1811.08065
• CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification
  19 Nov 2018 · 0 repositories · arXiv:1811.07544
• Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition
  19 Nov 2018 · 1 repository · arXiv:1811.07503
• Efficient keyword spotting using dilated convolutions and gating
  19 Nov 2018 · 5 repositories · arXiv:1811.07684
• Understanding Learned Models by Identifying Important Features at the Right Resolution
  18 Nov 2018 · 1 repository · arXiv:1811.07279
• An Affect-Rich Neural Conversational Model with Biased Attention and Weighted Cross-Entropy Loss
  17 Nov 2018 · 1 repository · arXiv:1811.07078
• Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition
  16 Nov 2018 · 0 repositories · arXiv:1811.06937
• Relational Long Short-Term Memory for Video Action Recognition
  16 Nov 2018 · 0 repositories · arXiv:1811.07059
• Multi-cell LSTM Based Neural Language Model
  15 Nov 2018 · 0 repositories · arXiv:1811.06477
• Seq2Seq Mimic Games: A Signaling Perspective
  15 Nov 2018 · 0 repositories · arXiv:1811.06564
• Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting
  15 Nov 2018 · 0 repositories · arXiv:1811.06341
• Extractive Summary as Discrete Latent Variables
  14 Nov 2018 · 0 repositories · arXiv:1811.05542
• Looking at the Driver/Rider in Autonomous Vehicles to Predict Take-Over Readiness
  14 Nov 2018 · 0 repositories · arXiv:1811.06047
• Predicting the time-evolution of multi-physics systems with sequence-to-sequence models
  14 Nov 2018 · 0 repositories · arXiv:1811.05852
• Forecasting People's Needs in Hurricane Events from Social Network
  12 Nov 2018 · 0 repositories · arXiv:1811.04577
• Learning data augmentation policies using augmented random search
  12 Nov 2018 · 0 repositories · arXiv:1811.04768
• Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL?
  12 Nov 2018 · 0 repositories · arXiv:1811.04773
• AttS2S-VC: Sequence-to-Sequence Voice Conversion with Attention and Context Preservation Mechanisms
  9 Nov 2018 · 0 repositories · arXiv:1811.04076
• EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction
  9 Nov 2018 · 0 repositories · arXiv:1811.03760
• Learning to Skip Ineffectual Recurrent Computations in LSTMs
  9 Nov 2018 · 0 repositories · arXiv:1811.10396
• Long Short-Term Memory with Dynamic Skip Connections
  9 Nov 2018 · 1 repository · arXiv:1811.03873
• A Comparison of Lattice-free Discriminative Training Criteria for Purely Sequence-Trained Neural Network Acoustic Models
  8 Nov 2018 · 0 repositories · arXiv:1811.03700
• Real time Traffic Flow Parameters Prediction with Basic Safety Messages at Low Penetration of Connected Vehicles
  8 Nov 2018 · 0 repositories · arXiv:1811.03562
• Analysis of Multilingual Sequence-to-Sequence speech recognition systems
  7 Nov 2018 · 0 repositories · arXiv:1811.03451
• Automatic human sleep stage scoring using Deep Neural Networks
  6 Nov 2018 · 2 repositories
• Evaluating the Ability of LSTMs to Learn Context-Free Grammars
  6 Nov 2018 · 0 repositories · arXiv:1811.02611
• Classification of 12-Lead ECG Signals with Bi-directional LSTM Network
  5 Nov 2018 · 0 repositories · arXiv:1811.02090
• ConvS2S-VC: Fully convolutional sequence-to-sequence voice conversion
  5 Nov 2018 · 0 repositories · arXiv:1811.01609
• You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization
  5 Nov 2018 · 1 repository · arXiv:1811.01567
• Analysing Dropout and Compounding Errors in Neural Language Models
  2 Nov 2018 · 0 repositories · arXiv:1811.00998
• Augmenting Neural Response Generation with Context-Aware Topical Attention
  2 Nov 2018 · 1 repository · arXiv:1811.01063
  Syntology 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) · 9 unverified (of 14 harvested samples)
• Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks
  2 Nov 2018 · 1 repository · arXiv:1811.01088
• An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM
  1 Nov 2018 · 0 repositories
• Argumentative Link Prediction using Residual Networks and Multi-Objective Learning
  1 Nov 2018 · 1 repository
• Debugging Sequence-to-Sequence Models with Seq2Seq-Vis
  1 Nov 2018 · 0 repositories
• Decoding Strategies for Neural Referring Expression Generation
  1 Nov 2018 · 0 repositories
• Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation
  1 Nov 2018 · 0 repositories
• Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition
  1 Nov 2018 · 0 repositories · arXiv:1811.00270
• Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models
  1 Nov 2018 · 0 repositories
• Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis
  1 Nov 2018 · 0 repositories
• LSTM Hypertagging
  1 Nov 2018 · 0 repositories
• Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation
  1 Nov 2018 · 0 repositories
• Self-Learning Architecture for Natural Language Generation
  1 Nov 2018 · 0 repositories
• Towards Linear Time Neural Machine Translation with Capsule Networks
  1 Nov 2018 · 0 repositories · arXiv:1811.00287
• Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog
  31 Oct 2018 · 0 repositories · arXiv:1810.13327
• Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks
  30 Oct 2018 · 1 repository · arXiv:1810.12780
• Long Short-Term Attention
  30 Oct 2018 · 0 repositories · arXiv:1810.12752
• Subword Encoding in Lattice LSTM for Chinese Word Segmentation
  30 Oct 2018 · 1 repository · arXiv:1810.12594
• Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition
  29 Oct 2018 · 0 repositories · arXiv:1810.12001
• Counting in Language with RNNs
  29 Oct 2018 · 0 repositories · arXiv:1810.12411
• Learning Comment Generation by Leveraging User-Generated Data
  29 Oct 2018 · 0 repositories · arXiv:1810.12264
• Can Entropy Explain Successor Surprisal Effects in Reading?
  26 Oct 2018 · 0 repositories · arXiv:1810.11481
• Extractive Summarization of EHR Discharge Notes
  26 Oct 2018 · 0 repositories · arXiv:1810.12085
• Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package
  26 Oct 2018 · 1 repository · arXiv:1810.11190
• Tackling Sequence to Sequence Mapping Problems with Neural Networks
  25 Oct 2018 · 0 repositories · arXiv:1810.10802
• Deep Learning with Long Short-Term Memory for Time Series Prediction
  24 Oct 2018 · 0 repositories · arXiv:1810.10161
• Forecasting Individualized Disease Trajectories using Interpretable Deep Learning
  24 Oct 2018 · 0 repositories · arXiv:1810.10489
• Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling
  24 Oct 2018 · 0 repositories · arXiv:1810.10254
• Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism
  24 Oct 2018 · 0 repositories · arXiv:1810.10237
• Precipitation Nowcasting: Leveraging bidirectional LSTM and 1D CNN
  24 Oct 2018 · 0 repositories · arXiv:1810.10485
• Ain't Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language
  23 Oct 2018 · 0 repositories · arXiv:1810.09717
• Analyzing Neuroimaging Data Through Recurrent Deep Learning Models
  23 Oct 2018 · 1 repository · arXiv:1810.09945
• Using Deep Learning for price prediction by exploiting stationary limit order book features
  23 Oct 2018 · 0 repositories · arXiv:1810.09965
• Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
  22 Oct 2018 · 7 repositories · arXiv:1810.09536
  Syntology official (archive's flag): 2 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 2 pointer-only (licence)
• VIENA2: A Driving Anticipation Dataset
  22 Oct 2018 · 0 repositories · arXiv:1810.09044
• Sleep Arousal Detection from Polysomnography using the Scattering Transform and Recurrent Neural Networks
  21 Oct 2018 · 0 repositories · arXiv:1810.08875