Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 53

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 53 of 55: papers 5,201 to 5,300 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.

• Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition
  10 Jan 2017 · 3 repositories · arXiv:1701.03360
• Neural Probabilistic Model for Non-projective MST Parsing
  4 Jan 2017 · 0 repositories · arXiv:1701.00874
• Shortcut Sequence Tagging
  3 Jan 2017 · 0 repositories · arXiv:1701.00576
• Head-Lexicalized Bidirectional Tree LSTMs
  1 Jan 2017 · 0 repositories
• p-DLA: A Predictive System Model for Onshore Oil and Gas Pipeline Dataset Classification and Monitoring - Part 1
  31 Dec 2016 · 0 repositories · arXiv:1701.00040
• The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process
  29 Dec 2016 · 9 repositories · arXiv:1612.09328
• Here's My Point: Joint Pointer Architecture for Argument Mining
  28 Dec 2016 · 0 repositories · arXiv:1612.08994
• Robust LSTM-Autoencoders for Face De-Occlusion in the Wild
  27 Dec 2016 · 0 repositories · arXiv:1612.08534
• Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model
  20 Dec 2016 · 0 repositories · arXiv:1612.06676
• Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
  20 Dec 2016 · 1 repository · arXiv:1612.06475
• Transition-based Parsing with Context Enhancement and Future Reward Reranking
  15 Dec 2016 · 0 repositories · arXiv:1612.05131
• Real-time interactive sequence generation and control with Recurrent Neural Network ensembles
  14 Dec 2016 · 0 repositories · arXiv:1612.04687
• Improving Neural Language Models with a Continuous Cache
  13 Dec 2016 · 14 repositories · arXiv:1612.04426
• Multi-Perspective Context Matching for Machine Comprehension
  13 Dec 2016 · 1 repository · arXiv:1612.04211
• A Unit Selection Methodology for Music Generation Using Deep Neural Networks
  12 Dec 2016 · 0 repositories · arXiv:1612.03789
• Empirical Evaluation of A New Approach to Simplifying Long Short-term Memory (LSTM)
  12 Dec 2016 · 0 repositories · arXiv:1612.03707
• Tracking the World State with Recurrent Entity Networks
  12 Dec 2016 · 5 repositories · arXiv:1612.03969
  Syntology official: not harvested · 0 ran · 3 unverified (of 3 harvested samples)
• Towards better decoding and language model integration in sequence to sequence models
  8 Dec 2016 · 0 repositories · arXiv:1612.02695
• Neural Turing Machines: Convergence of Copy Tasks
  7 Dec 2016 · 0 repositories · arXiv:1612.02336
• Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework
  3 Dec 2016 · 0 repositories · arXiv:1612.01022
• Shift-Reduce Constituent Parsing with Neural Lookahead Features
  2 Dec 2016 · 1 repository · arXiv:1612.00567
• ASU: An Experimental Study on Applying Deep Learning in Twitter Named Entity Recognition.
  1 Dec 2016 · 0 repositories
• Asynchronous Parallel Learning for Neural Networks and Structured Models with Dense Features
  1 Dec 2016 · 0 repositories
• Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media
  1 Dec 2016 · 0 repositories
• Chinese Grammatical Error Diagnosis Using Single Word Embedding
  1 Dec 2016 · 0 repositories
• Context-aware Natural Language Generation for Spoken Dialogue Systems
  1 Dec 2016 · 0 repositories
• Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network
  1 Dec 2016 · 0 repositories
• ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA
  1 Dec 2016 · 0 repositories · arXiv:1612.00694
• Hand in Glove: Deep Feature Fusion Network Architectures for Answer Quality Prediction in Community Question Answering
  1 Dec 2016 · 0 repositories
• Hashtag Recommendation with Topical Attention-Based LSTM
  1 Dec 2016 · 0 repositories
• Incremental Fine-grained Information Status Classification Using Attention-based LSTMs
  1 Dec 2016 · 0 repositories
• Learning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition
  1 Dec 2016 · 0 repositories
• Measuring the Information Content of Financial News
  1 Dec 2016 · 0 repositories
• Multi-view and multi-task training of RST discourse parsers
  1 Dec 2016 · 1 repository
• Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition
  1 Dec 2016 · 0 repositories
• TASTY: Interactive Entity Linking As-You-Type
  1 Dec 2016 · 0 repositories
• User Classification with Multiple Textual Perspectives
  1 Dec 2016 · 0 repositories
• Effective Quantization Methods for Recurrent Neural Networks
  30 Nov 2016 · 2 repositories · arXiv:1611.10176
  Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples)
• Capacity and Trainability in Recurrent Neural Networks
  29 Nov 2016 · 1 repository · arXiv:1611.09913
• Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model
  29 Nov 2016 · 2 repositories · arXiv:1611.09571
  Syntology official (archive's flag): 3 ran · 9 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; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Hierarchical Boundary-Aware Neural Encoder for Video Captioning
  28 Nov 2016 · 0 repositories · arXiv:1611.09312
• Joint Copying and Restricted Generation for Paraphrase
  28 Nov 2016 · 0 repositories · arXiv:1611.09235
• Semi Supervised Preposition-Sense Disambiguation using Multilingual Data
  27 Nov 2016 · 0 repositories · arXiv:1611.08813
• Bidirectional LSTM-CRF for Clinical Concept Extraction
  25 Nov 2016 · 1 repository · arXiv:1611.08373
• Learning Python Code Suggestion with a Sparse Pointer Network
  24 Nov 2016 · 5 repositories · arXiv:1611.08307
  Syntology official (archive's flag): 3 ran · 7 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; 4 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• Image-based localization using LSTMs for structured feature correlation
  23 Nov 2016 · 0 repositories · arXiv:1611.07890
• Semantic Compositional Networks for Visual Captioning
  23 Nov 2016 · 1 repository · arXiv:1611.08002
• Bidirectional Tree-Structured LSTM with Head Lexicalization
  21 Nov 2016 · 1 repository · arXiv:1611.06788
• Prototypical Recurrent Unit
  20 Nov 2016 · 0 repositories · arXiv:1611.06530
• Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models
  18 Nov 2016 · 0 repositories · arXiv:1611.05934
• Using LSTM recurrent neural networks for monitoring the LHC superconducting magnets
  18 Nov 2016 · 0 repositories · arXiv:1611.06241
• A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs
  16 Nov 2016 · 0 repositories · arXiv:1611.05104
• Am I a Baller? Basketball Performance Assessment from First-Person Videos
  16 Nov 2016 · 0 repositories · arXiv:1611.05365
• Composing Music with Grammar Argumented Neural Networks and Note-Level Encoding
  16 Nov 2016 · 0 repositories · arXiv:1611.05416
• Learning To Score Olympic Events
  16 Nov 2016 · 2 repositories · arXiv:1611.05125
• Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction
  15 Nov 2016 · 0 repositories · arXiv:1611.04899
• Multi-view Recurrent Neural Acoustic Word Embeddings
  14 Nov 2016 · 0 repositories · arXiv:1611.04496
• Multi-Language Identification Using Convolutional Recurrent Neural Network
  12 Nov 2016 · 0 repositories · arXiv:1611.04010
• A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation
  9 Nov 2016 · 0 repositories · arXiv:1611.02956
• Gradients of Counterfactuals
  8 Nov 2016 · 0 repositories · arXiv:1611.02639
• Unsupervised Pretraining for Sequence to Sequence Learning
  8 Nov 2016 · 0 repositories · arXiv:1611.02683
• A Convolutional Encoder Model for Neural Machine Translation
  7 Nov 2016 · 2 repositories · arXiv:1611.02344
• Quasi-Recurrent Neural Networks
  5 Nov 2016 · 7 repositories · arXiv:1611.01576
  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)
• Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
  4 Nov 2016 · 5 repositories · arXiv:1611.01368
• Predicting Domain Generation Algorithms with Long Short-Term Memory Networks
  2 Nov 2016 · 3 repositories · arXiv:1611.00791
• Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition
  31 Oct 2016 · 0 repositories · arXiv:1610.09975
• Building Energy Load Forecasting using Deep Neural Networks
  29 Oct 2016 · 0 repositories · arXiv:1610.09460
• Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences
  29 Oct 2016 · 4 repositories · arXiv:1610.09513
• A Conceptual Development of Quench Prediction App build on LSTM and ELQA framework
  25 Oct 2016 · 0 repositories · arXiv:1610.09201
• A multi-task learning model for malware classification with useful file access pattern from API call sequence
  19 Oct 2016 · 0 repositories · arXiv:1610.05945
• Bidirectional LSTM-CRF for Clinical Concept Extraction
  19 Oct 2016 · 1 repository · arXiv:1610.05858
• Learning to Learn Neural Networks
  19 Oct 2016 · 0 repositories · arXiv:1610.06072
• Achieving Human Parity in Conversational Speech Recognition
  17 Oct 2016 · 0 repositories · arXiv:1610.05256
• A Neural Network for Coordination Boundary Prediction
  13 Oct 2016 · 0 repositories · arXiv:1610.03946
• An Empirical Exploration of Skip Connections for Sequential Tagging
  11 Oct 2016 · 0 repositories · arXiv:1610.03167
• Long Short-Term Memory based Convolutional Recurrent Neural Networks for Large Vocabulary Speech Recognition
  11 Oct 2016 · 0 repositories · arXiv:1610.03165
• Neural Paraphrase Generation with Stacked Residual LSTM Networks
  10 Oct 2016 · 1 repository · arXiv:1610.03098
• A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection
  6 Oct 2016 · 2 repositories · arXiv:1610.01708
  Syntology official: not harvested · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A New Data Representation Based on Training Data Characteristics to Extract Drug Named-Entity in Medical Text
  6 Oct 2016 · 0 repositories · arXiv:1610.01891
• Combining Generative and Discriminative Neural Networks for Sleep Stages Classification
  6 Oct 2016 · 0 repositories · arXiv:1610.01741
• Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition
  28 Sep 2016 · 0 repositories · arXiv:1609.08789
• Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
  26 Sep 2016 · 28 repositories · arXiv:1609.08144
  Syntology 34 ran (of which 4 constructed an object rather than computing a result; 26 with no instrument failure: 1 honoured, 2 violated, 23 with no contract checked; 8 where Syntology's instrument failed) · 12 unverified (of 46 harvested samples) · 13 pointer-only (licence)
• Multiplicative LSTM for sequence modelling
  26 Sep 2016 · 1 repository · arXiv:1609.07959
• Pointer Sentinel Mixture Models
  26 Sep 2016 · 10 repositories · arXiv:1609.07843
  Syntology 3 ran (of which 1 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) · 6 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• An Investigation of Recurrent Neural Architectures for Drug Name Recognition
  24 Sep 2016 · 1 repository · arXiv:1609.07585
• Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser
  24 Sep 2016 · 1 repository · arXiv:1609.07561
• Discovering Sound Concepts and Acoustic Relations In Text
  23 Sep 2016 · 0 repositories · arXiv:1609.07384
• Contextual Relationship-based Activity Segmentation on an Event Stream in the IoT Environment with Multi-user Activities
  20 Sep 2016 · 0 repositories · arXiv:1609.06024
• Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach
  13 Sep 2016 · 2 repositories · arXiv:1609.03683
  Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis
  9 Sep 2016 · 0 repositories · arXiv:1609.02745
• Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling
  6 Sep 2016 · 6 repositories · arXiv:1609.01454
  Syntology 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) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation
  5 Sep 2016 · 2 repositories · arXiv:1609.01006
• Learning to generalize to new compositions in image understanding
  27 Aug 2016 · 0 repositories · arXiv:1608.07639
• Collaborative Filtering with Recurrent Neural Networks
  26 Aug 2016 · 2 repositories · arXiv:1608.07400
• Robust Named Entity Recognition in Idiosyncratic Domains
  24 Aug 2016 · 1 repository · arXiv:1608.06757
• STFCN: Spatio-Temporal FCN for Semantic Video Segmentation
  21 Aug 2016 · 1 repository · arXiv:1608.05971
• phi-LSTM: A Phrase-based Hierarchical LSTM Model for Image Captioning
  20 Aug 2016 · 0 repositories · arXiv:1608.05813
• Decoupled Neural Interfaces using Synthetic Gradients
  18 Aug 2016 · 5 repositories · arXiv:1608.05343
• Full Resolution Image Compression with Recurrent Neural Networks
  18 Aug 2016 · 7 repositories · arXiv:1608.05148
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction
  18 Aug 2016 · 0 repositories · arXiv:1608.05267