Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 43

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 43 of 55: papers 4,201 to 4,300 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.

• Recursive Subtree Composition in LSTM-Based Dependency Parsing
  26 Feb 2019 · 1 repository · arXiv:1902.09781
• An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition
  25 Feb 2019 · 0 repositories · arXiv:1902.09130
• GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering
  25 Feb 2019 · 5 repositories · arXiv:1902.09506
• Improving Neural Response Diversity with Frequency-Aware Cross-Entropy Loss
  25 Feb 2019 · 2 repositories · arXiv:1902.09191
• NAS-Bench-101: Towards Reproducible Neural Architecture Search
  25 Feb 2019 · 4 repositories · arXiv:1902.09635
  Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Transfer Learning for Sequences via Learning to Collocate
  25 Feb 2019 · 0 repositories · arXiv:1902.09092
• Synchronous Bidirectional Inference for Neural Sequence Generation
  24 Feb 2019 · 1 repository · arXiv:1902.08955
• ABI Neural Ensemble Model for Gender Prediction Adapt Bar-Ilan Submission for the CLIN29 Shared Task on Gender Prediction
  23 Feb 2019 · 0 repositories · arXiv:1902.08856
• Enhancing Clinical Concept Extraction with Contextual Embeddings
  22 Feb 2019 · 0 repositories · arXiv:1902.08691
• Learning to Flip Successive Cancellation Decoding of Polar Codes with LSTM Networks
  22 Feb 2019 · 0 repositories · arXiv:1902.08394
• Deep Speaker Embedding Learning with Multi-Level Pooling for Text-Independent Speaker Verification
  21 Feb 2019 · 0 repositories · arXiv:1902.07821
• ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN
  21 Feb 2019 · 1 repository · arXiv:1902.07867
• Overcoming Multi-Model Forgetting
  21 Feb 2019 · 0 repositories · arXiv:1902.08232
• Towards Real-time Eyeblink Detection in The Wild:Dataset,Theory and Practices
  21 Feb 2019 · 0 repositories · arXiv:1902.07891
• Grids versus Graphs: Partitioning Space for Improved Taxi Demand-Supply Forecasts
  18 Feb 2019 · 0 repositories · arXiv:1902.06515
• Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEG
  18 Feb 2019 · 2 repositories · arXiv:1902.06562
• MultiGrain: a unified image embedding for classes and instances
  14 Feb 2019 · 3 repositories · arXiv:1902.05509
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Risk Prediction of Peer-to-Peer Lending Market by a LSTM Model with Macroeconomic Factor
  13 Feb 2019 · 0 repositories · arXiv:1902.04954
• Probabilistic Neural Architecture Search
  13 Feb 2019 · 0 repositories · arXiv:1902.05116
• Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems
  13 Feb 2019 · 0 repositories · arXiv:1902.05570
• SECTOR: A Neural Model for Coherent Topic Segmentation and Classification
  13 Feb 2019 · 3 repositories · arXiv:1902.04793
• RTbust: Exploiting Temporal Patterns for Botnet Detection on Twitter
  12 Feb 2019 · 0 repositories · arXiv:1902.04506
• FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary
  8 Feb 2019 · 0 repositories · arXiv:1902.03264
• Aspect Specific Opinion Expression Extraction using Attention based LSTM-CRF Network
  7 Feb 2019 · 0 repositories · arXiv:1902.02709
• Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset
  7 Feb 2019 · 0 repositories · arXiv:1902.02443
• High-performance stock index trading: making effective use of a deep LSTM neural network
  7 Feb 2019 · 0 repositories · arXiv:1902.03125
• Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution
  6 Feb 2019 · 1 repository · arXiv:1902.02390
• Restructuring Conversations using Discourse Relations for Zero-shot Abstractive Dialogue Summarization
  5 Feb 2019 · 1 repository · arXiv:1902.01615
• AlphaStar: An Evolutionary Computation Perspective
  5 Feb 2019 · 0 repositories · arXiv:1902.01724
• DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search
  5 Feb 2019 · 1 repository · arXiv:1902.01654
• Polyphonic Music Composition with LSTM Neural Networks and Reinforcement Learning
  5 Feb 2019 · 0 repositories · arXiv:1902.01973
• A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization
  4 Feb 2019 · 5 repositories · arXiv:1902.01069
  Syntology official (archive's flag): 3 ran · 21 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 2 violated, 1 with no contract checked; 16 where Syntology's instrument failed) · 15 unverified (of 36 harvested samples) · 33 pointer-only (licence)
• Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search
  31 Jan 2019 · 0 repositories · arXiv:1901.11211
• Unsupervised Prediction of Negative Health Events Ahead of Time
  31 Jan 2019 · 0 repositories · arXiv:1901.11168
• Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM
  30 Jan 2019 · 0 repositories · arXiv:1901.10997
• The Evolved Transformer
  30 Jan 2019 · 3 repositories · arXiv:1901.11117
• Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM
  29 Jan 2019 · 0 repositories · arXiv:1901.10106
• Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
  29 Jan 2019 · 0 repositories · arXiv:1901.10821
• Visual Rhythm Prediction with Feature-Aligning Network
  29 Jan 2019 · 0 repositories · arXiv:1901.10163
• Neural Related Work Summarization with a Joint Context-driven Attention Mechanism
  28 Jan 2019 · 1 repository · arXiv:1901.09492
• GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks
  26 Jan 2019 · 1 repository · arXiv:1901.09165
  Syntology 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)
• Intrinsically Sparse Long Short-Term Memory Networks
  26 Jan 2019 · 0 repositories · arXiv:1901.09208
• A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction
  25 Jan 2019 · 0 repositories · arXiv:1901.09002
• Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs
  25 Jan 2019 · 0 repositories · arXiv:1901.08987
• Hybrid NER System for Multi-Source Offer Feeds
  24 Jan 2019 · 0 repositories · arXiv:1901.08406
• Large-Batch Training for LSTM and Beyond
  24 Jan 2019 · 1 repository · arXiv:1901.08256
• Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge
  23 Jan 2019 · 0 repositories · arXiv:1901.07931
• TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
  23 Jan 2019 · 23 repositories · arXiv:1901.08149
  Syntology 18 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (of 26 harvested samples) · 7 pointer-only (licence)
• An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation
  22 Jan 2019 · 0 repositories · arXiv:1901.07129
• Reducing state updates via Gaussian-gated LSTMs
  22 Jan 2019 · 0 repositories · arXiv:1901.07334
• Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
  22 Jan 2019 · 2 repositories · arXiv:1902.06704
  Syntology official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
• A deep learning approach to real-time parking occupancy prediction in spatio-temporal networks incorporating multiple spatio-temporal data sources
  21 Jan 2019 · 1 repository · arXiv:1901.06758
• Semantic Image Networks for Human Action Recognition
  21 Jan 2019 · 0 repositories · arXiv:1901.06792
• ST-LSTM: A Deep Learning Approach Combined Spatio-Temporal Features for Short-Term
  21 Jan 2019 · 1 repository
• Deep Recurrent Factor Model: Interpretable Non-Linear and Time-Varying Multi-Factor Model
  20 Jan 2019 · 0 repositories · arXiv:1901.11493
• DA-LSTM: A Long Short-Term Memory with Depth Adaptive to Non-uniform Information Flow in Sequential Data
  18 Jan 2019 · 0 repositories · arXiv:1903.02082
• Slim LSTM networks: LSTM_6 and LSTM_C6
  18 Jan 2019 · 0 repositories · arXiv:1901.06401
• EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search
  17 Jan 2019 · 1 repository · arXiv:1901.05884
  Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 1 harvested sample)
• Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture
  17 Jan 2019 · 0 repositories · arXiv:1901.05635
• Robust Chinese Word Segmentation with Contextualized Word Representations
  17 Jan 2019 · 0 repositories · arXiv:1901.05816
• Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection
  15 Jan 2019 · 0 repositories · arXiv:1901.04831
• Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models
  14 Jan 2019 · 0 repositories · arXiv:1901.04119
• Passage Re-ranking with BERT
  13 Jan 2019 · 6 repositories · arXiv:1901.04085
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology
  13 Jan 2019 · 1 repository · arXiv:1901.04028
• Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments
  11 Jan 2019 · 0 repositories · arXiv:1901.03438
• Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
  10 Jan 2019 · 12 repositories · arXiv:1901.02985
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
  9 Jan 2019 · 1 repository · arXiv:1901.02671
• Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems
  8 Jan 2019 · 1 repository · arXiv:1901.02490
• Multi-stream CNN based Video Semantic Segmentation for Automated Driving
  8 Jan 2019 · 0 repositories · arXiv:1901.02511
• Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets
  7 Jan 2019 · 0 repositories · arXiv:1901.02000
• Team EP at TAC 2018: Automating data extraction in systematic reviews of environmental agents
  7 Jan 2019 · 0 repositories · arXiv:1901.02081
• Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search
  4 Jan 2019 · 4 repositories · arXiv:1901.01074
• Learning a Generator Model from Terminal Bus Data
  3 Jan 2019 · 0 repositories · arXiv:1901.00781
• Performance of Three Slim Variants of The Long Short-Term Memory (LSTM) Layer
  2 Jan 2019 · 0 repositories · arXiv:1901.00525
• Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning
  1 Jan 2019 · 0 repositories · arXiv:1901.00204
• Recurrent Neural Networks for Time Series Forecasting
  1 Jan 2019 · 0 repositories · arXiv:1901.00069
• Multilingual Constituency Parsing with Self-Attention and Pre-Training
  31 Dec 2018 · 4 repositories · arXiv:1812.11760
  Syntology official (archive's flag): 8 ran · 22 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 28 harvested samples) · 3 pointer-only (licence)
• SLIM LSTMs
  29 Dec 2018 · 0 repositories · arXiv:1812.11391
• A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement
  28 Dec 2018 · 0 repositories · arXiv:1812.10906
• Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling
  28 Dec 2018 · 0 repositories · arXiv:1812.10860
• Hierarchical LSTMs with Adaptive Attention for Visual Captioning
  26 Dec 2018 · 0 repositories · arXiv:1812.11004
• Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond
  26 Dec 2018 · 13 repositories · arXiv:1812.10464
  Syntology community repositories only · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 4 pointer-only (licence)
• Tensor-Train Long Short-Term Memory for Monaural Speech Enhancement
  25 Dec 2018 · 0 repositories · arXiv:1812.10095
• Precision Highway for Ultra Low-Precision Quantization
  24 Dec 2018 · 0 repositories · arXiv:1812.09818
• SNAS: Stochastic Neural Architecture Search
  24 Dec 2018 · 2 repositories · arXiv:1812.09926
• Artificial neural networks condensation: A strategy to facilitate adaption of machine learning in medical settings by reducing computational burden
  23 Dec 2018 · 0 repositories · arXiv:1812.09659
• Sources of Complexity in Semantic Frame Parsing for Information Extraction
  21 Dec 2018 · 0 repositories · arXiv:1812.09193
• SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks
  20 Dec 2018 · 0 repositories · arXiv:1812.08301
• Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks
  19 Dec 2018 · 0 repositories · arXiv:1812.07760
• A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series
  18 Dec 2018 · 0 repositories · arXiv:1812.07699
• Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification
  18 Dec 2018 · 1 repository · arXiv:1812.07683
• Multi-Level Sequence GAN for Group Activity Recognition
  18 Dec 2018 · 0 repositories · arXiv:1812.07124
• A Robust Deep Learning Approach for Automatic Classification of Seizures Against Non-seizures
  17 Dec 2018 · 0 repositories · arXiv:1812.06562
• Code Failure Prediction and Pattern Extraction using LSTM Networks
  13 Dec 2018 · 0 repositories · arXiv:1812.05237
• A Multimodal LSTM for Predicting Listener Empathic Responses Over Time
  12 Dec 2018 · 1 repository · arXiv:1812.04891
• Bayesian Sparsification of Gated Recurrent Neural Networks
  12 Dec 2018 · 1 repository · arXiv:1812.05692
• LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices
  12 Dec 2018 · 0 repositories · arXiv:1812.04818
• Taxi Demand-Supply Forecasting: Impact of Spatial Partitioning on the Performance of Neural Networks
  10 Dec 2018 · 1 repository · arXiv:1812.03699
• A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction
  9 Dec 2018 · 0 repositories · arXiv:1812.04480
• Zero Initialization of modified Gated Recurrent Encoder-Decoder Network for Short Term Load Forecasting
  9 Dec 2018 · 0 repositories · arXiv:1812.03425