Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 22
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 22 of 55: papers 2,101 to 2,200 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.
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Cross-lingual alignments of ELMo contextual embeddings 30 Jun 2021 · 0 repositories · arXiv:2106.15986
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National-scale electricity peak load forecasting: Traditional, machine learning, or hybrid model? 30 Jun 2021 · 0 repositories · arXiv:2107.06174
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Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models 30 Jun 2021 · 0 repositories · arXiv:2107.00099
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Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs 29 Jun 2021 · 0 repositories · arXiv:2106.15684
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A Knowledge-Grounded Dialog System Based on Pre-Trained Language Models 28 Jun 2021 · 0 repositories · arXiv:2106.14444
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Sentiment analysis for Urdu online reviews using deep learning models 28 Jun 2021 · 1 repository
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TENT: Tensorized Encoder Transformer for Temperature Forecasting 28 Jun 2021 · 1 repository · arXiv:2106.14742
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On a novel training algorithm for sequence-to-sequence predictive recurrent networks 27 Jun 2021 · 0 repositories · arXiv:2106.14120
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Accelerating Recurrent Neural Networks for Gravitational Wave Experiments 26 Jun 2021 · 1 repository · arXiv:2106.14089
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Short-Term Load Forecasting for Smart HomeAppliances with Sequence to Sequence Learning 26 Jun 2021 · 0 repositories · arXiv:2106.15348
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SpreadsheetCoder: Formula Prediction from Semi-structured Context 26 Jun 2021 · 1 repository · arXiv:2106.15339
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Pastprop-RNN: improved predictions of the future by correcting the past 25 Jun 2021 · 0 repositories · arXiv:2106.13881
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Automated Agriculture Commodity Price Prediction System with Machine Learning Techniques 24 Jun 2021 · 0 repositories · arXiv:2106.12747
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Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal Transport 24 Jun 2021 · 1 repository · arXiv:2106.12950
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Clinical Named Entity Recognition using Contextualized Token Representations 23 Jun 2021 · 0 repositories · arXiv:2106.12608
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Sequential Late Fusion Technique for Multi-modal Sentiment Analysis 22 Jun 2021 · 0 repositories · arXiv:2106.11473
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Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training 22 Jun 2021 · 0 repositories · arXiv:2106.12089
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An End-to-End Khmer Optical Character Recognition using Sequence-to-Sequence with Attention 21 Jun 2021 · 0 repositories · arXiv:2106.10875
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Brain tumor grade classification Using LSTM Neural Networks with Domain Pre-Transforms 21 Jun 2021 · 0 repositories · arXiv:2106.10889
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Long short-term relevance learning 21 Jun 2021 · 0 repositories · arXiv:2106.12694
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Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis 21 Jun 2021 · 0 repositories · arXiv:2106.10816
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NetTraj: A Network-based Vehicle Trajectory Prediction Model with Directional Representation and Spatiotemporal Attention Mechanisms 21 Jun 2021 · 0 repositories · arXiv:2106.11175
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Context-Aware Legal Citation Recommendation using Deep Learning 20 Jun 2021 · 1 repository · arXiv:2106.10776
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Encoder-Decoder Based Attractors for End-to-End Neural Diarization 20 Jun 2021 · 1 repository · arXiv:2106.10654
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Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation 19 Jun 2021 · 0 repositories
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Improving OCR-Based Image Captioning by Incorporating Geometrical Relationship 19 Jun 2021 · 0 repositories
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Predicting Gender by First Name Using Character-level Machine Learning 18 Jun 2021 · 2 repositories · arXiv:2106.10156
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DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement 16 Jun 2021 · 0 repositories · arXiv:2106.08672
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Discrete Auto-regressive Variational Attention Models for Text Modeling 16 Jun 2021 · 1 repository · arXiv:2106.08571
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On the long-term learning ability of LSTM LMs 16 Jun 2021 · 0 repositories · arXiv:2106.08927
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Restoring Hebrew Diacritics Without a Dictionary 16 Jun 2021 · 0 repositories
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Semantic sentence similarity: size does not always matter 16 Jun 2021 · 1 repository · arXiv:2106.08648
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ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling 15 Jun 2021 · 0 repositories · arXiv:2106.09532
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Ctrl-P: Temporal Control of Prosodic Variation for Speech Synthesis 15 Jun 2021 · 0 repositories · arXiv:2106.08352
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Machine Learning for Postprocessing Ensemble Streamflow Forecasts 15 Jun 2021 · 0 repositories · arXiv:2106.09547
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On the Evaluation of Sequential Machine Learning for Network Intrusion Detection 15 Jun 2021 · 0 repositories · arXiv:2106.07961
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A Two-Step Framework for Arbitrage-Free Prediction of the Implied Volatility Surface 14 Jun 2021 · 0 repositories · arXiv:2106.07177
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Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures 14 Jun 2021 · 0 repositories · arXiv:2106.07211
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English to Bangla Machine Translation Using Recurrent Neural Network 14 Jun 2021 · 0 repositories · arXiv:2106.07225
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Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts 14 Jun 2021 · 0 repositories · arXiv:2106.07716
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Toward Diverse Precondition Generation 14 Jun 2021 · 0 repositories · arXiv:2106.07117
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FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users 13 Jun 2021 · 0 repositories · arXiv:2106.08946
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Learning to Represent State with Perceptual Schemata 13 Jun 2021 · 0 repositories
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Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition 13 Jun 2021 · 1 repository · arXiv:2106.06960
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Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features 12 Jun 2021 · 0 repositories · arXiv:2106.06697
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Short-term forecasting of global solar irradiance with incomplete data 12 Jun 2021 · 0 repositories · arXiv:2106.06868
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DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning 11 Jun 2021 · 1 repository · arXiv:2106.06135Syntology official (archive's flag): 2 ran · 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) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Going Beyond Linear Transformers with Recurrent Fast Weight Programmers 11 Jun 2021 · 5 repositories · arXiv:2106.06295Syntology community repositories only · 9 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; 4 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment 11 Jun 2021 · 1 repository · arXiv:2106.06381Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems 10 Jun 2021 · 1 repository · arXiv:2106.05830
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Mode recovery in neural autoregressive sequence modeling 10 Jun 2021 · 1 repository · arXiv:2106.05459
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Multistep Electric Vehicle Charging Station Occupancy Prediction using Hybrid LSTM Neural Networks 9 Jun 2021 · 0 repositories · arXiv:2106.04986
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Never guess what I heard... Rumor Detection in Finnish News: a Dataset and a Baseline 7 Jun 2021 · 0 repositories · arXiv:2106.03389
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Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction 7 Jun 2021 · 0 repositories · arXiv:2106.03315
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Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks 7 Jun 2021 · 0 repositories · arXiv:2106.03461
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The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves 7 Jun 2021 · 1 repository · arXiv:2106.03736
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FlexParser -- the adaptive log file parser for continuous results in a changing world 6 Jun 2021 · 0 repositories · arXiv:2106.03170
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Structured Reordering for Modeling Latent Alignments in Sequence Transduction 6 Jun 2021 · 1 repository · arXiv:2106.03257Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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3D Tensor-based Deep Learning Models for Predicting Option Price 5 Jun 2021 · 1 repository · arXiv:2106.02916
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Recurrent Neural Networks with Mixed Hierarchical Structures for Natural Language Processing 4 Jun 2021 · 0 repositories · arXiv:2106.02562
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Machine learning models for DOTA 2 outcomes prediction 3 Jun 2021 · 1 repository · arXiv:2106.01782
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The Limitations of Limited Context for Constituency Parsing 3 Jun 2021 · 0 repositories · arXiv:2106.01580
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Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction 3 Jun 2021 · 1 repository · arXiv:2106.01793Syntology 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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A Unified Generative Framework for Various NER Subtasks 2 Jun 2021 · 1 repository · arXiv:2106.01223
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Examining the Inductive Bias of Neural Language Models with Artificial Languages 2 Jun 2021 · 1 repository · arXiv:2106.01044Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Ad Headline Generation using Self-Critical Masked Language Model 1 Jun 2021 · 0 repositories
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IMPROVING ABSTRACTIVE SUMMARIZATION WITH SEGMENT-AUGMENTED AND POSITION-AWARENESS (ACLing2021) 1 Jun 2021 · 1 repository
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Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network 1 Jun 2021 · 0 repositories
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Multi-Grained Knowledge Distillation for Named Entity Recognition 1 Jun 2021 · 0 repositories
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SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation 1 Jun 2021 · 0 repositories
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Effective Batching for Recurrent Neural Network Grammars 31 May 2021 · 1 repository · arXiv:2105.14822
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Similarity Embedding Networks for Robust Human Activity Recognition 31 May 2021 · 0 repositories · arXiv:2106.15283
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Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation 31 May 2021 · 0 repositories · arXiv:2105.14778
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Predictive Representation Learning for Language Modeling 29 May 2021 · 0 repositories · arXiv:2105.14214
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Least Redundant Gated Recurrent Neural Network 28 May 2021 · 1 repository · arXiv:2105.14092
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Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection 28 May 2021 · 2 repositories · arXiv:2105.13727
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An optimized Capsule-LSTM model for facial expression recognition with video sequences 27 May 2021 · 0 repositories · arXiv:2106.07564
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Diagnosing Transformers in Task-Oriented Semantic Parsing 27 May 2021 · 0 repositories · arXiv:2105.13496
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RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) 27 May 2021 · 1 repository · arXiv:2105.13266
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Deep Kernel Gaussian Process Based Financial Market Predictions 26 May 2021 · 0 repositories · arXiv:2105.12293
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Towards an IMU-based Pen Online Handwriting Recognizer 26 May 2021 · 0 repositories · arXiv:2105.12434
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BASS: Boosting Abstractive Summarization with Unified Semantic Graph 25 May 2021 · 0 repositories · arXiv:2105.12041
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Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection 25 May 2021 · 0 repositories · arXiv:2106.04681
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Extending the Abstraction of Personality Types based on MBTI with Machine Learning and Natural Language Processing 25 May 2021 · 0 repositories · arXiv:2105.11798
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Focus Attention: Promoting Faithfulness and Diversity in Summarization 25 May 2021 · 0 repositories · arXiv:2105.11921
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Intrusion Detection System in Smart Home Network Using Bidirectional LSTM and Convolutional Neural Networks Hybrid Model 25 May 2021 · 0 repositories · arXiv:2105.12096
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The Nonlinearity Coefficient -- A Practical Guide to Neural Architecture Design 25 May 2021 · 0 repositories · arXiv:2105.12210
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RST Parsing from Scratch 23 May 2021 · 1 repository · arXiv:2105.10861
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Bidirectional LSTM-CRF Attention-based Model for Chinese Word Segmentation 20 May 2021 · 0 repositories · arXiv:2105.09681
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Dependency Parsing with Bottom-up Hierarchical Pointer Networks 20 May 2021 · 1 repository · arXiv:2105.09611
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MLBiNet: A Cross-Sentence Collective Event Detection Network 20 May 2021 · 1 repository · arXiv:2105.09458
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DistTune: Distributed Fine-Grained Adaptive Traffic Speed Prediction for Growing Transportation Networks 19 May 2021 · 0 repositories · arXiv:2105.09421
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One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex Pipeline 18 May 2021 · 1 repository
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Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model 18 May 2021 · 1 repository · arXiv:2105.08840
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AudioVisual Video Summarization 17 May 2021 · 0 repositories · arXiv:2105.07667
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STRIDE : Scene Text Recognition In-Device 17 May 2021 · 0 repositories · arXiv:2105.07795
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Neural Predictive Text for Grammatical Error Prevention 16 May 2021 · 0 repositories
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STAGE: Tool for Automated Extraction of Semantic Time Cues to Enrich Neural Temporal Ordering Models 15 May 2021 · 0 repositories · arXiv:2105.07314
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The Low-Dimensional Linear Geometry of Contextualized Word Representations 15 May 2021 · 0 repositories · arXiv:2105.07109
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Empirical Analysis of Image Caption Generation using Deep Learning 14 May 2021 · 0 repositories · arXiv:2105.09906