Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 41

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 41 of 55: papers 4,001 to 4,100 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.

• Towards Natural and Accurate Future Motion Prediction of Humans and Animals
  1 Jun 2019 · 0 repositories
• TueFact at SemEval 2019 Task 8: Fact checking in community question answering forums: context matters
  1 Jun 2019 · 0 repositories
• TuEval at SemEval-2019 Task 5: LSTM Approach to Hate Speech Detection in English and Spanish
  1 Jun 2019 · 0 repositories
• Tweet Stance Detection Using an Attention based Neural Ensemble Model
  1 Jun 2019 · 0 repositories
• UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers
  1 Jun 2019 · 0 repositories
• USF at SemEval-2019 Task 6: Offensive Language Detection Using LSTM With Word Embeddings
  1 Jun 2019 · 0 repositories
• YNU-HPCC at SemEval-2019 Task 8: Using A LSTM-Attention Model for Fact-Checking in Community Forums
  1 Jun 2019 · 0 repositories
• YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation
  1 Jun 2019 · 0 repositories
• Deep Dual Relation Modeling for Egocentric Interaction Recognition
  31 May 2019 · 0 repositories · arXiv:1905.13586
• Efficient Forward Architecture Search
  31 May 2019 · 2 repositories · arXiv:1905.13360
• Efficient Neural Architecture Search via Proximal Iterations
  30 May 2019 · 2 repositories · arXiv:1905.13577
• On Network Design Spaces for Visual Recognition
  30 May 2019 · 6 repositories · arXiv:1905.13214
  Syntology 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 10 pointer-only (licence)
• Quantization Loss Re-Learning Method
  30 May 2019 · 0 repositories · arXiv:1905.13568
• Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains
  29 May 2019 · 0 repositories · arXiv:1906.01496
• Clustering and Recognition of Spatiotemporal Features through Interpretable Embedding of Sequence to Sequence Recurrent Neural Networks
  29 May 2019 · 0 repositories · arXiv:1905.12176
• The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers
  29 May 2019 · 0 repositories · arXiv:1905.12676
• DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning
  28 May 2019 · 1 repository · arXiv:1905.13543
• EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
  28 May 2019 · 144 repositories · arXiv:1905.11946
  Syntology official: no sample here; runs from other or unrecorded repositories · 198 ran (of which 73 constructed an object rather than computing a result; 157 with no instrument failure: 26 honoured, 2 violated, 129 with no contract checked; 41 where Syntology's instrument failed) · 104 unverified (of 302 harvested samples) · 113 pointer-only (licence)
• Exploring Interpretable LSTM Neural Networks over Multi-Variable Data
  28 May 2019 · 3 repositories · arXiv:1905.12034
• Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
  28 May 2019 · 1 repository · arXiv:1905.11833
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization
  28 May 2019 · 1 repository · arXiv:1905.11558
• Learning distant cause and effect using only local and immediate credit assignment
  28 May 2019 · 0 repositories · arXiv:1905.11589
• SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers
  28 May 2019 · 0 repositories · arXiv:1905.12107
• Attention-based Supply-Demand Prediction for Autonomous Vehicles
  27 May 2019 · 0 repositories · arXiv:1905.10983
• Evaluation of basic modules for isolated spelling error correction in Polish texts
  26 May 2019 · 0 repositories · arXiv:1905.10810
• Bivariate Beta-LSTM
  25 May 2019 · 1 repository · arXiv:1905.10521
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• DIANet: Dense-and-Implicit Attention Network
  25 May 2019 · 3 repositories · arXiv:1905.10671
  Syntology official (archive's flag): 5 ran · 8 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; 3 where Syntology's instrument failed) · 15 unverified (of 23 harvested samples) · 3 pointer-only (licence)
• Dynamic Cell Structure via Recursive-Recurrent Neural Networks
  25 May 2019 · 0 repositories · arXiv:1905.10540
• Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation?
  25 May 2019 · 0 repositories · arXiv:1905.10617
• Network Pruning via Transformable Architecture Search
  23 May 2019 · 4 repositories · arXiv:1905.09717
• Augmenting Data with Mixup for Sentence Classification: An Empirical Study
  22 May 2019 · 3 repositories · arXiv:1905.08941
  Syntology 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)
• Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
  21 May 2019 · 1 repository · arXiv:1905.08537
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks
  21 May 2019 · 0 repositories · arXiv:1905.08527
• Activity Recognition and Prediction in Real Homes
  20 May 2019 · 0 repositories · arXiv:1905.08654
• PaperRobot: Incremental Draft Generation of Scientific Ideas
  20 May 2019 · 2 repositories · arXiv:1905.07870
• Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes
  20 May 2019 · 0 repositories · arXiv:1905.08377
• Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis
  19 May 2019 · 0 repositories · arXiv:1905.07719
• Learning to Memorize in Neural Task-Oriented Dialogue Systems
  19 May 2019 · 0 repositories · arXiv:1905.07687
• A Case Study: Exploiting Neural Machine Translation to Translate CUDA to OpenCL
  18 May 2019 · 0 repositories · arXiv:1905.07653
• Multinomial Distribution Learning for Effective Neural Architecture Search
  18 May 2019 · 1 repository · arXiv:1905.07529
• AutoDispNet: Improving Disparity Estimation With AutoML
  17 May 2019 · 1 repository · arXiv:1905.07443
  Syntology 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)
• DeepSwarm: Optimising Convolutional Neural Networks using Swarm Intelligence
  17 May 2019 · 1 repository · arXiv:1905.07350
• POPQORN: Quantifying Robustness of Recurrent Neural Networks
  17 May 2019 · 2 repositories · arXiv:1905.07387
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Predicting Solar Flares Using a Long Short-Term Memory Network
  17 May 2019 · 2 repositories · arXiv:1905.07095
• Recurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature Spaces
  17 May 2019 · 3 repositories · arXiv:1905.07357
  Syntology 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) · 0 unverified (of 6 harvested samples)
• Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection
  16 May 2019 · 1 repository · arXiv:1905.08054
• Efficient Optimization of Loops and Limits with Randomized Telescoping Sums
  16 May 2019 · 1 repository · arXiv:1905.07006
• Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
  14 May 2019 · 3 repositories · arXiv:1905.05393
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 18 harvested samples) · 18 pointer-only (licence)
• Deep Neural Architecture Search with Deep Graph Bayesian Optimization
  14 May 2019 · 2 repositories · arXiv:1905.06159
• End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting
  14 May 2019 · 0 repositories · arXiv:1905.05381
• Learning to Groove with Inverse Sequence Transformations
  14 May 2019 · 1 repository · arXiv:1905.06118
• Understanding Pedestrian-Vehicle Interactions with Vehicle Mounted Vision: An LSTM Model and Empirical Analysis
  14 May 2019 · 0 repositories · arXiv:1905.05350
• A Stock Selection Method Based on Earning Yield Forecast Using Sequence Prediction Models
  13 May 2019 · 0 repositories · arXiv:1905.04842
• BayesNAS: A Bayesian Approach for Neural Architecture Search
  13 May 2019 · 0 repositories · arXiv:1905.04919
• Dynamic Routing Networks
  13 May 2019 · 0 repositories · arXiv:1905.04849
• Precipitation nowcasting using a stochastic variational frame predictor with learned prior distribution
  13 May 2019 · 0 repositories · arXiv:1905.05037
• Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints
  12 May 2019 · 1 repository · arXiv:1905.04753
• Long Short-Term Memory with Gate and State Level Fusion for Light Field-Based Face Recognition
  11 May 2019 · 0 repositories · arXiv:1905.04421
• EENA: Efficient Evolution of Neural Architecture
  10 May 2019 · 1 repository · arXiv:1905.07320
• Language Modeling with Deep Transformers
  10 May 2019 · 0 repositories · arXiv:1905.04226
• Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks
  10 May 2019 · 0 repositories · arXiv:1905.04392
• Single-Path NAS: Device-Aware Efficient ConvNet Design
  10 May 2019 · 0 repositories · arXiv:1905.04159
• Spatio-temporal Video Re-localization by Warp LSTM
  10 May 2019 · 0 repositories · arXiv:1905.03922
• Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning
  9 May 2019 · 0 repositories · arXiv:1905.03494
• Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification
  9 May 2019 · 0 repositories · arXiv:1905.03577
• Differential Recurrent Neural Network and its Application for Human Activity Recognition
  9 May 2019 · 0 repositories · arXiv:1905.04293
• Multimodal Semantic Attention Network for Video Captioning
  8 May 2019 · 0 repositories · arXiv:1905.02963
• RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation
  8 May 2019 · 2 repositories · arXiv:1905.03072
• Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations
  8 May 2019 · 0 repositories · arXiv:1905.02878
• Learning meters of Arabic and English poems with Recurrent Neural Networks: a step forward for language understanding and synthesis
  7 May 2019 · 2 repositories · arXiv:1905.05700
• Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation
  7 May 2019 · 0 repositories · arXiv:1905.02590
• Variational Representation Learning for Vehicle Re-Identification
  7 May 2019 · 1 repository · arXiv:1905.02343
• Comprehensible Context-driven Text Game Playing
  6 May 2019 · 2 repositories · arXiv:1905.02265
• Learning to Denoise Distantly-Labeled Data for Entity Typing
  4 May 2019 · 1 repository · arXiv:1905.01566
• CharBot: A Simple and Effective Method for Evading DGA Classifiers
  3 May 2019 · 0 repositories · arXiv:1905.01078
• Meta-learners' learning dynamics are unlike learners'
  3 May 2019 · 0 repositories · arXiv:1905.01320
• Semantic Segmentation of Video Sequences with Convolutional LSTMs
  3 May 2019 · 1 repository · arXiv:1905.01058
• Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars
  2 May 2019 · 0 repositories · arXiv:1905.00689
• Conditioning LSTM Decoder and Bi-directional Attention Based Question Answering System
  2 May 2019 · 1 repository · arXiv:1905.02019
• DON’T JUDGE A BOOK BY ITS COVER - ON THE DYNAMICS OF RECURRENT NEURAL NETWORKS
  1 May 2019 · 0 repositories
• Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network
  1 May 2019 · 0 repositories
• Eidetic 3D LSTM: A Model for Video Prediction and Beyond
  1 May 2019 · 3 repositories
• Fast AutoAugment
  1 May 2019 · 11 repositories · arXiv:1905.00397
  Syntology official (archive's flag): 9 ran · 37 ran (of which 2 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 16 where Syntology's instrument failed) · 3 unverified (of 40 harvested samples) · 7 pointer-only (licence)
• Human Action Recognition Based on Spatial-Temporal Attention
  1 May 2019 · 0 repositories
• Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling
  1 May 2019 · 0 repositories
• Machine Learning for Classification of Protein Helix Capping Motifs
  1 May 2019 · 0 repositories · arXiv:1905.00455
• Minimum Divergence vs. Maximum Margin: an Empirical Comparison on Seq2Seq Models
  1 May 2019 · 0 repositories
• On Meaning-Preserving Adversarial Perturbations for Sequence-to-Sequence Models
  1 May 2019 · 0 repositories
• SIMILE: Introducing Sequential Information towards More Effective Imitation Learning
  1 May 2019 · 0 repositories
• Single Shot Neural Architecture Search Via Direct Sparse Optimization
  1 May 2019 · 0 repositories
• Early Action Prediction with Generative Adversarial Networks
  30 Apr 2019 · 0 repositories · arXiv:1904.13085
• English Broadcast News Speech Recognition by Humans and Machines
  30 Apr 2019 · 0 repositories · arXiv:1904.13258
• PR Product: A Substitute for Inner Product in Neural Networks
  30 Apr 2019 · 4 repositories · arXiv:1904.13148
• Sequence to sequence deep learning models for solar irradiation forecasting
  30 Apr 2019 · 0 repositories · arXiv:1904.13081
• An Adversarial Learning Framework For A Persona-Based Multi-Turn Dialogue Model
  29 Apr 2019 · 0 repositories · arXiv:1905.01992
• A Persona-based Multi-turn Conversation Model in an Adversarial Learning Framework
  29 Apr 2019 · 0 repositories · arXiv:1905.01998
• Learning Longer-term Dependencies via Grouped Distributor Unit
  29 Apr 2019 · 0 repositories · arXiv:1906.08856
• Recurrent Neural Networks in the Eye of Differential Equations
  29 Apr 2019 · 0 repositories · arXiv:1904.12933
• Neural Machine Translation with Recurrent Highway Networks
  28 Apr 2019 · 0 repositories · arXiv:1905.01996
• Hierarchical Recurrent Neural Network for Video Summarization
  28 Apr 2019 · 0 repositories · arXiv:1904.12251