Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 55

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 55 of 55: papers 5,401 to 5,448 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.

• Top-down Tree Long Short-Term Memory Networks
  31 Oct 2015 · 1 repository · arXiv:1511.00060
• Generating Text with Deep Reinforcement Learning
  30 Oct 2015 · 0 repositories · arXiv:1510.09202
• Empirical Study on Deep Learning Models for Question Answering
  26 Oct 2015 · 0 repositories · arXiv:1510.07526
• Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks
  26 Oct 2015 · 0 repositories · arXiv:1510.07641
• Optimizing and Contrasting Recurrent Neural Network Architectures
  16 Oct 2015 · 0 repositories · arXiv:1510.04953
• Guiding Long-Short Term Memory for Image Caption Generation
  16 Sep 2015 · 1 repository · arXiv:1509.04942
• Long Short-Term Memory Neural Networks for Chinese Word Segmentation
  1 Sep 2015 · 0 repositories
• Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path
  15 Aug 2015 · 0 repositories · arXiv:1508.03720
• Benchmarking of LSTM Networks
  11 Aug 2015 · 1 repository · arXiv:1508.02774
• Bidirectional LSTM-CRF Models for Sequence Tagging
  9 Aug 2015 · 25 repositories · arXiv:1508.01991
  Syntology 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) · 0 unverified (of 8 harvested samples)
• Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
  7 Aug 2015 · 2 repositories · arXiv:1508.01745
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 4 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Time-series modeling with undecimated fully convolutional neural networks
  3 Aug 2015 · 0 repositories · arXiv:1508.00317
• Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition
  24 Jul 2015 · 0 repositories · arXiv:1507.06947
• Deep Recurrent Q-Learning for Partially Observable MDPs
  23 Jul 2015 · 5 repositories · arXiv:1507.06527
  Syntology 0 ran · 2 unverified (of 2 harvested samples)
• Grid Long Short-Term Memory
  6 Jul 2015 · 1 repository · arXiv:1507.01526
• A Deep Memory-based Architecture for Sequence-to-Sequence Learning
  22 Jun 2015 · 0 repositories · arXiv:1506.06442
• Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
  13 Jun 2015 · 23 repositories · arXiv:1506.04214
  Syntology 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences
  12 Jun 2015 · 1 repository · arXiv:1506.04089
• Teaching Machines to Read and Comprehend
  10 Jun 2015 · 12 repositories · arXiv:1506.03340
  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)
• Pointer Networks
  9 Jun 2015 · 21 repositories · arXiv:1506.03134
  Syntology 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 5 where Syntology's instrument failed) · 5 unverified (of 23 harvested samples) · 9 pointer-only (licence)
• The Long-Short Story of Movie Description
  4 Jun 2015 · 0 repositories · arXiv:1506.01698
• A Hierarchical Neural Autoencoder for Paragraphs and Documents
  2 Jun 2015 · 5 repositories · arXiv:1506.01057
• Transition-Based Dependency Parsing with Stack Long Short-Term Memory
  29 May 2015 · 7 repositories · arXiv:1505.08075
  Syntology community repositories only · 7 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; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
• Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering
  21 May 2015 · 1 repository · arXiv:1505.05612
• Jointly Modeling Embedding and Translation to Bridge Video and Language
  7 May 2015 · 0 repositories · arXiv:1505.01861
• Reinforcement Learning Neural Turing Machines - Revised
  4 May 2015 · 1 repository · arXiv:1505.00521
• Sequence to Sequence -- Video to Text
  3 May 2015 · 4 repositories · arXiv:1505.00487
• Long Short Term Memory Networks for Anomaly Detection in Time Series
  22 Apr 2015 · 1 repository
• Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification
  7 Apr 2015 · 1 repository · arXiv:1504.01561
• A Simple Way to Initialize Recurrent Networks of Rectified Linear Units
  3 Apr 2015 · 6 repositories · arXiv:1504.00941
• LSTM: A Search Space Odyssey
  13 Mar 2015 · 17 repositories · arXiv:1503.04069
• Convolutional LSTM Networks for Subcellular Localization of Proteins
  6 Mar 2015 · 0 repositories · arXiv:1503.01919
• Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
  28 Feb 2015 · 16 repositories · arXiv:1503.00075
  Syntology community repositories only · 12 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; 6 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 6 pointer-only (licence)
• A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks
  26 Feb 2015 · 0 repositories · arXiv:1502.07540
• Unsupervised Learning of Video Representations using LSTMs
  16 Feb 2015 · 12 repositories · arXiv:1502.04681
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 2 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Semantic Modelling with Long-Short-Term Memory for Information Retrieval
  20 Dec 2014 · 0 repositories · arXiv:1412.6629
• Translating Videos to Natural Language Using Deep Recurrent Neural Networks
  15 Dec 2014 · 1 repository · arXiv:1412.4729
• Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
  11 Dec 2014 · 14 repositories · arXiv:1412.3555
  Syntology community repositories only · 3 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; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Bach in 2014: Music Composition with Recurrent Neural Network
  10 Dec 2014 · 0 repositories · arXiv:1412.3191
• Cells in Multidimensional Recurrent Neural Networks
  8 Dec 2014 · 0 repositories · arXiv:1412.2620
• Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
  10 Nov 2014 · 3 repositories · arXiv:1411.2539
• Neural Turing Machines
  20 Oct 2014 · 34 repositories · arXiv:1410.5401
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 2 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• Learning to Execute
  17 Oct 2014 · 6 repositories · arXiv:1410.4615
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Constructing Long Short-Term Memory based Deep Recurrent Neural Networks for Large Vocabulary Speech Recognition
  16 Oct 2014 · 0 repositories · arXiv:1410.4281
• Sequence to Sequence Learning with Neural Networks
  10 Sep 2014 · 74 repositories · arXiv:1409.3215
  Syntology 21 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 0 violated, 10 with no contract checked; 8 where Syntology's instrument failed) · 4 unverified (of 25 harvested samples) · 9 pointer-only (licence)
• Towards End-To-End Speech Recognition with Recurrent Neural Networks
  1 Jun 2014 · 0 repositories
• A Clockwork RNN
  14 Feb 2014 · 5 repositories · arXiv:1402.3511
• Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition
  5 Feb 2014 · 1 repository · arXiv:1402.1128