Methods › General › Stochastic Optimization › Adam › Papers, page 220
Adam
Papers archive 2025-07-28
archive papers tagged: 24,390 · with a code link: 10,944 · where Syntology ran a sample: 3,424 (2,899 with a run with no instrument failure, 525 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3,424 of 24,390 tagged: 2,899 with a run with no instrument failure, 525 where every run was a failure of Syntology's instrument)
Page 220 of 244: papers 21,901 to 22,000 of 24,390, 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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The AFRL IWSLT 2020 Systems: Work-From-Home Edition 1 Jul 2020 · 0 repositories
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The HW-TSC Video Speech Translation System at IWSLT 2020 1 Jul 2020 · 0 repositories
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Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation 1 Jul 2020 · 1 repository
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Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation 1 Jul 2020 · 0 repositories
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Training and Inference Methods for High-Coverage Neural Machine Translation 1 Jul 2020 · 0 repositories
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Transformers on Sarcasm Detection with Context 1 Jul 2020 · 0 repositories
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Transition-based Semantic Dependency Parsing with Pointer Networks 1 Jul 2020 · 0 repositories
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Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task 1 Jul 2020 · 0 repositories
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Understanding Advertisements with BERT 1 Jul 2020 · 0 repositories
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University of Tsukuba's Machine Translation System for IWSLT20 Open Domain Translation Task 1 Jul 2020 · 0 repositories
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Unsupervised FAQ Retrieval with Question Generation and BERT 1 Jul 2020 · 0 repositories
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Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models 1 Jul 2020 · 0 repositories
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Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences 1 Jul 2020 · 0 repositories
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Xiaomi's Submissions for IWSLT 2020 Open Domain Translation Task 1 Jul 2020 · 0 repositories
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AdaSGD: Bridging the gap between SGD and Adam 30 Jun 2020 · 0 repositories · arXiv:2006.16541
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BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer 30 Jun 2020 · 0 repositories · arXiv:2007.07229
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Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering 30 Jun 2020 · 0 repositories · arXiv:2006.16722
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Data Movement Is All You Need: A Case Study on Optimizing Transformers 30 Jun 2020 · 1 repository · arXiv:2007.00072Syntology official (archive's flag): 2 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)
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GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding 30 Jun 2020 · 2 repositories · arXiv:2006.16668Syntology 9 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks 30 Jun 2020 · 1 repository · arXiv:2006.16741
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SE3M: A Model for Software Effort Estimation Using Pre-trained Embedding Models 30 Jun 2020 · 0 repositories · arXiv:2006.16831
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Segmentation Approach for Coreference Resolution Task 30 Jun 2020 · 0 repositories · arXiv:2007.04301
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A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis 29 Jun 2020 · 1 repository · arXiv:2006.15955Syntology 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)
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Adai: Separating the Effects of Adaptive Learning Rate and Momentum Inertia 29 Jun 2020 · 1 repository · arXiv:2006.15815Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Gradient-only line searches to automatically determine learning rates for a variety of stochastic training algorithms 29 Jun 2020 · 1 repository · arXiv:2007.01054
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Improving Sequence Tagging for Vietnamese Text Using Transformer-based Neural Models 29 Jun 2020 · 2 repositories · arXiv:2006.15994
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Building Interpretable Interaction Trees for Deep NLP Models 29 Jun 2020 · 0 repositories · arXiv:2007.04298
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Knowledge-Aware Language Model Pretraining 29 Jun 2020 · 0 repositories · arXiv:2007.00655
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Multi-Head Attention: Collaborate Instead of Concatenate 29 Jun 2020 · 2 repositories · arXiv:2006.16362
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Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks 29 Jun 2020 · 1 repository · arXiv:2006.16109Syntology community repositories only · 4 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization 29 Jun 2020 · 2 repositories · arXiv:2006.16205Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples)
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Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa 29 Jun 2020 · 0 repositories · arXiv:2006.16146
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BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision 28 Jun 2020 · 1 repository · arXiv:2006.15509Syntology official (archive's flag): 5 ran · 5 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; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates 28 Jun 2020 · 1 repository · arXiv:2006.15480
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Progressive Generation of Long Text with Pretrained Language Models 28 Jun 2020 · 1 repository · arXiv:2006.15720Syntology 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)
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Rethinking Positional Encoding in Language Pre-training 28 Jun 2020 · 3 repositories · arXiv:2006.15595Syntology official (archive's flag): 1 ran · 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) · 0 unverified (of 2 harvested samples)
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Self-Attention Networks for Intent Detection 28 Jun 2020 · 0 repositories · arXiv:2006.15585
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Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization 27 Jun 2020 · 0 repositories · arXiv:2006.15435
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Video-Grounded Dialogues with Pretrained Generation Language Models 27 Jun 2020 · 0 repositories · arXiv:2006.15319
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BERTology Meets Biology: Interpreting Attention in Protein Language Models 26 Jun 2020 · 2 repositories · arXiv:2006.15222Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Conditional Set Generation with Transformers 26 Jun 2020 · 1 repository · arXiv:2006.16841
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Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning 26 Jun 2020 · 0 repositories · arXiv:2006.15138
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TURL: Table Understanding through Representation Learning 26 Jun 2020 · 1 repository · arXiv:2006.14806Syntology 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)
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What they do when in doubt: a study of inductive biases in seq2seq learners 26 Jun 2020 · 1 repository · arXiv:2006.14953
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FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings 25 Jun 2020 · 1 repository · arXiv:2006.14147
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Learning compositional functions via multiplicative weight updates 25 Jun 2020 · 1 repository · arXiv:2006.14560
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Learning Source Phrase Representations for Neural Machine Translation 25 Jun 2020 · 0 repositories · arXiv:2006.14405
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LSBert: A Simple Framework for Lexical Simplification 25 Jun 2020 · 1 repository · arXiv:2006.14939
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MTAdam: Automatic Balancing of Multiple Training Loss Terms 25 Jun 2020 · 1 repository · arXiv:2006.14683
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Some approaches used to overcome overestimation in Deep Reinforcement Learning algorithms 25 Jun 2020 · 0 repositories · arXiv:2006.14167
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Normalizing Text using Language Modelling based on Phonetics and String Similarity 25 Jun 2020 · 0 repositories · arXiv:2006.14116
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SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning 25 Jun 2020 · 0 repositories · arXiv:2006.14262
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Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering 25 Jun 2020 · 0 repositories · arXiv:2006.14264
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Taming GANs with Lookahead-Minmax 25 Jun 2020 · 1 repository · arXiv:2006.14567
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Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes 24 Jun 2020 · 1 repository · arXiv:2006.13484
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Differentiable Window for Dynamic Local Attention 24 Jun 2020 · 0 repositories · arXiv:2006.13561
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Efficient Constituency Parsing by Pointing 24 Jun 2020 · 0 repositories · arXiv:2006.13557
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Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds 24 Jun 2020 · 0 repositories · arXiv:2006.13501
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Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach 23 Jun 2020 · 1 repository · arXiv:2006.13329
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Experience Replay with Likelihood-free Importance Weights 23 Jun 2020 · 1 repository · arXiv:2006.13169Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks 23 Jun 2020 · 1 repository · arXiv:2006.12971
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Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data 23 Jun 2020 · 0 repositories · arXiv:2006.12715
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Self-supervised edge features for improved Graph Neural Network training 23 Jun 2020 · 1 repository · arXiv:2007.04777
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Spherical Perspective on Learning with Normalization Layers 23 Jun 2020 · 1 repository · arXiv:2006.13382
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The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning 23 Jun 2020 · 0 repositories · arXiv:2006.12692
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A Self-Attention Network based Node Embedding Model 22 Jun 2020 · 1 repository · arXiv:2006.12100
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Exploring Software Naturalness through Neural Language Models 22 Jun 2020 · 0 repositories · arXiv:2006.12641
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ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion 22 Jun 2020 · 1 repository · arXiv:2006.12146
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Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage 22 Jun 2020 · 1 repository · arXiv:2006.11991
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A Universal Representation Transformer Layer for Few-Shot Image Classification 21 Jun 2020 · 1 repository · arXiv:2006.11702
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MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients 21 Jun 2020 · 1 repository · arXiv:2006.11918
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AdvAug: Robust Adversarial Augmentation for Neural Machine Translation 21 Jun 2020 · 0 repositories · arXiv:2006.11834
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Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation 21 Jun 2020 · 0 repositories · arXiv:2006.11714
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The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 21 Jun 2020 · 0 repositories · arXiv:2006.11830
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Memory Transformer 20 Jun 2020 · 1 repository · arXiv:2006.11527
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Sarcasm Detection in Tweets with BERT and GloVe Embeddings 20 Jun 2020 · 0 repositories · arXiv:2006.11512
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wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 20 Jun 2020 · 25 repositories · arXiv:2006.11477Syntology community repositories only · 7 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; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 19 Jun 2020 · 1 repository · arXiv:2006.10964
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End-to-end deep metamodeling to calibrate and optimize energy loads 19 Jun 2020 · 0 repositories · arXiv:2006.12390
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New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles 19 Jun 2020 · 0 repositories · arXiv:2006.11138
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SqueezeBERT: What can computer vision teach NLP about efficient neural networks? 19 Jun 2020 · 6 repositories · arXiv:2006.11316Syntology 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) · 0 unverified (of 1 harvested sample)
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Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing 18 Jun 2020 · 0 repositories · arXiv:2006.10296
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Deep Learning Enabled Semantic Communication Systems 18 Jun 2020 · 1 repository · arXiv:2006.10685
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Differentiable Augmentation for Data-Efficient GAN Training 18 Jun 2020 · 13 repositories · arXiv:2006.10738Syntology official (archive's flag): 7 ran · 49 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 2 honoured, 1 violated, 16 with no contract checked; 30 where Syntology's instrument failed) · 9 unverified (of 58 harvested samples) · 15 pointer-only (licence)
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I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths 18 Jun 2020 · 1 repository · arXiv:2006.10220
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Multi-branch Attentive Transformer 18 Jun 2020 · 1 repository · arXiv:2006.10270Syntology 3 ran (of which 2 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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WD3: Taming the Estimation Bias in Deep Reinforcement Learning 18 Jun 2020 · 0 repositories · arXiv:2006.12622
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SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization 18 Jun 2020 · 0 repositories · arXiv:2006.10213
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SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic 18 Jun 2020 · 2 repositories · arXiv:2006.10842
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Sparse GPU Kernels for Deep Learning 18 Jun 2020 · 1 repository · arXiv:2006.10901
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Automatically Ranked Russian Paraphrase Corpus for Text Generation 17 Jun 2020 · 0 repositories · arXiv:2006.09719
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Exploring the BERT Cross-Lingual Transferability: a Case Study in Reading Comprehension 17 Jun 2020 · 0 repositories
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Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers 17 Jun 2020 · 0 repositories · arXiv:2006.09865
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Learning Visual Commonsense for Robust Scene Graph Generation 17 Jun 2020 · 2 repositories · arXiv:2006.09623Syntology 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) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Tagging and parsing of multidomain collections 17 Jun 2020 · 1 repository
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Cross-lingual Retrieval for Iterative Self-Supervised Training 16 Jun 2020 · 1 repository · arXiv:2006.09526
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Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training 16 Jun 2020 · 1 repository · arXiv:2006.09092
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End-to-End Code Switching Language Models for Automatic Speech Recognition 16 Jun 2020 · 0 repositories · arXiv:2006.08870
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Improving accuracy and speeding up Document Image Classification through parallel systems 16 Jun 2020 · 1 repository · arXiv:2006.09141
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Memory-Efficient Pipeline-Parallel DNN Training 16 Jun 2020 · 1 repository · arXiv:2006.09503Syntology 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) · 8 unverified (of 10 harvested samples)