Methods › General › Stochastic Optimization › Adam › Papers, page 240

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 240 of 244: papers 23,901 to 24,000 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.

• FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance
  8 May 2019 · 1 repository · arXiv:1905.02851
• Photometric Transformer Networks and Label Adjustment for Breast Density Prediction
  8 May 2019 · 0 repositories · arXiv:1905.02906
• RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation
  8 May 2019 · 2 repositories · arXiv:1905.03072
• SAdam: A Variant of Adam for Strongly Convex Functions
  8 May 2019 · 1 repository · arXiv:1905.02957
• Unified Language Model Pre-training for Natural Language Understanding and Generation
  8 May 2019 · 9 repositories · arXiv:1905.03197
• Taming Pretrained Transformers for Extreme Multi-label Text Classification
  7 May 2019 · 2 repositories · arXiv:1905.02331
  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)
• MASS: Masked Sequence to Sequence Pre-training for Language Generation
  7 May 2019 · 7 repositories · arXiv:1905.02450
• Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge
  6 May 2019 · 1 repository · arXiv:1905.01780
• POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion
  6 May 2019 · 1 repository · arXiv:1905.01866
• Investigating the Successes and Failures of BERT for Passage Re-Ranking
  5 May 2019 · 0 repositories · arXiv:1905.01758
• Deep Residual Reinforcement Learning
  3 May 2019 · 1 repository · arXiv:1905.01072
• Collaborative Evolutionary Reinforcement Learning
  2 May 2019 · 1 repository · arXiv:1905.00976
  Syntology 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) · 0 unverified (of 5 harvested samples)
• A unified theory of adaptive stochastic gradient descent as Bayesian filtering
  1 May 2019 · 0 repositories
• Accelerating first order optimization algorithms
  1 May 2019 · 0 repositories
• CEM-RL: Combining evolutionary and gradient-based methods for policy search
  1 May 2019 · 0 repositories
• Combining adaptive algorithms and hypergradient method: a performance and robustness study
  1 May 2019 · 0 repositories
• Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model
  1 May 2019 · 0 repositories
• Graph Transformer
  1 May 2019 · 0 repositories
• Learning agents with prioritization and parameter noise in continuous state and action space
  1 May 2019 · 0 repositories
• Multi-Agent Dual Learning
  1 May 2019 · 0 repositories
• Optimistic Acceleration for Optimization
  1 May 2019 · 0 repositories
• Padam: Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks
  1 May 2019 · 0 repositories
• Robustness and Equivariance of Neural Networks
  1 May 2019 · 0 repositories
• Total Style Transfer with a Single Feed-Forward Network
  1 May 2019 · 0 repositories
• Towards a better understanding of Vector Quantized Autoencoders
  1 May 2019 · 0 repositories
• Transformer-XL: Language Modeling with Longer-Term Dependency
  1 May 2019 · 0 repositories
• Very Deep Self-Attention Networks for End-to-End Speech Recognition
  30 Apr 2019 · 0 repositories · arXiv:1904.13377
• Unsupervised Data Augmentation for Consistency Training
  29 Apr 2019 · 20 repositories · arXiv:1904.12848
  Syntology official (archive's flag): 10 ran · 30 ran (of which 3 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (of 52 harvested samples) · 17 pointer-only (licence)
• Softmax Optimizations for Intel Xeon Processor-based Platforms
  28 Apr 2019 · 0 repositories · arXiv:1904.12380
• Transformers with convolutional context for ASR
  26 Apr 2019 · 4 repositories · arXiv:1904.11660
  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) · 1 pointer-only (licence)
• Low-Memory Neural Network Training: A Technical Report
  24 Apr 2019 · 0 repositories · arXiv:1904.10631
• Generating Long Sequences with Sparse Transformers
  23 Apr 2019 · 7 repositories · arXiv:1904.10509
  Syntology community repositories only · 5 ran (of which 4 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)
• Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
  22 Apr 2019 · 7 repositories · arXiv:1905.01969
• Dynamic Past and Future for Neural Machine Translation
  21 Apr 2019 · 1 repository · arXiv:1904.09646
• Model Compression with Multi-Task Knowledge Distillation for Web-scale Question Answering System
  21 Apr 2019 · 0 repositories · arXiv:1904.09636
• Repurposing Entailment for Multi-Hop Question Answering Tasks
  20 Apr 2019 · 4 repositories · arXiv:1904.09380
• Language Models with Transformers
  20 Apr 2019 · 1 repository · arXiv:1904.09408
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Mask-Predict: Parallel Decoding of Conditional Masked Language Models
  19 Apr 2019 · 2 repositories · arXiv:1904.09324
  Syntology community repositories only · 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)
• An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale
  19 Apr 2019 · 0 repositories · arXiv:1905.01971
• Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
  19 Apr 2019 · 2 repositories · arXiv:1904.09077
• ERNIE: Enhanced Representation through Knowledge Integration
  19 Apr 2019 · 19 repositories · arXiv:1904.09223
  Syntology community repositories only · 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) · 1 unverified (of 7 harvested samples)
• On the Convergence of Adam and Beyond
  19 Apr 2019 · 3 repositories · arXiv:1904.09237
  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)
• Unifying Question Answering, Text Classification, and Regression via Span Extraction
  19 Apr 2019 · 0 repositories · arXiv:1904.09286
• CornerNet-Lite: Efficient Keypoint Based Object Detection
  18 Apr 2019 · 6 repositories · arXiv:1904.08900
  Syntology official (archive's flag): 6 ran · 21 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 1 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 27 harvested samples)
• Real-Time Style Transfer With Strength Control
  18 Apr 2019 · 1 repository · arXiv:1904.08643
• CenterNet: Keypoint Triplets for Object Detection
  17 Apr 2019 · 20 repositories · arXiv:1904.08189
  Syntology official: harvested, nothing 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) · 9 unverified (of 11 harvested samples) · 4 pointer-only (licence)
• DocBERT: BERT for Document Classification
  17 Apr 2019 · 3 repositories · arXiv:1904.08398
  Syntology official (archive's flag): 6 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) · 3 unverified (of 14 harvested samples)
• An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression
  16 Apr 2019 · 0 repositories · arXiv:1904.08770
• Understanding the Behaviors of BERT in Ranking
  16 Apr 2019 · 0 repositories · arXiv:1904.07531
• CEDR: Contextualized Embeddings for Document Ranking
  15 Apr 2019 · 7 repositories · arXiv:1904.07094
  Syntology official (archive's flag): 4 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) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Improved Precision and Recall Metric for Assessing Generative Models
  15 Apr 2019 · 10 repositories · arXiv:1904.06991
  Syntology official (archive's flag): 1 ran · 30 ran (of which 12 constructed an object rather than computing a result; 20 with no instrument failure: 5 honoured, 1 violated, 14 with no contract checked; 10 where Syntology's instrument failed) · 12 unverified (of 42 harvested samples) · 25 pointer-only (licence)
• Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation
  15 Apr 2019 · 0 repositories · arXiv:1904.07142
• Personalized Re-ranking for Recommendation
  15 Apr 2019 · 1 repository · arXiv:1904.06813
• Pre-training of Context-aware Item Representation for Next Basket Recommendation
  14 Apr 2019 · 0 repositories · arXiv:1904.12604
• Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering
  14 Apr 2019 · 0 repositories · arXiv:1904.06652
• Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking
  14 Apr 2019 · 2 repositories · arXiv:1904.06707
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• An Empirical Study of Spatial Attention Mechanisms in Deep Networks
  11 Apr 2019 · 1 repository · arXiv:1904.05873
• Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector
  10 Apr 2019 · 1 repository · arXiv:1905.01962
• NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier
  10 Apr 2019 · 0 repositories · arXiv:1904.05152
• Simple BERT Models for Relation Extraction and Semantic Role Labeling
  10 Apr 2019 · 3 repositories · arXiv:1904.05255
  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)
• A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing
  9 Apr 2019 · 1 repository · arXiv:1904.04697
• Jointly Measuring Diversity and Quality in Text Generation Models
  8 Apr 2019 · 3 repositories · arXiv:1904.03971
  Syntology official (archive's flag): 1 ran · 3 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; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Identity-preserving Face Recovery from Stylized Portraits
  7 Apr 2019 · 0 repositories · arXiv:1904.04241
• On the Convergence Proof of AMSGrad and a New Version
  7 Apr 2019 · 0 repositories · arXiv:1904.03590
• Evaluating Coherence in Dialogue Systems using Entailment
  6 Apr 2019 · 1 repository · arXiv:1904.03371
  Syntology official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Publicly Available Clinical BERT Embeddings
  6 Apr 2019 · 3 repositories · arXiv:1904.03323
  Syntology official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples
  6 Apr 2019 · 0 repositories · arXiv:1904.03339
• Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion
  6 Apr 2019 · 0 repositories · arXiv:1904.03446
• UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs
  6 Apr 2019 · 1 repository · arXiv:1904.03450
• Modeling Recurrence for Transformer
  5 Apr 2019 · 0 repositories · arXiv:1904.03092
• Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling
  4 Apr 2019 · 1 repository · arXiv:1904.02817
• Visualizing Attention in Transformer-Based Language Representation Models
  4 Apr 2019 · 0 repositories · arXiv:1904.02679
• 75 Languages, 1 Model: Parsing Universal Dependencies Universally
  3 Apr 2019 · 3 repositories · arXiv:1904.02099
  Syntology official (archive's flag): 9 ran · 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) · 3 unverified (of 12 harvested samples)
• A Comprehensive Overhaul of Feature Distillation
  3 Apr 2019 · 2 repositories · arXiv:1904.01866
  Syntology official (archive's flag): 4 ran · 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) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
  3 Apr 2019 · 1 repository · arXiv:1904.02232
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Probing Biomedical Embeddings from Language Models
  3 Apr 2019 · 1 repository · arXiv:1904.02181
• VideoBERT: A Joint Model for Video and Language Representation Learning
  3 Apr 2019 · 3 repositories · arXiv:1904.01766
  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)
• Personalized Cancer Chemotherapy Schedule: a numerical comparison of performance and robustness in model-based and model-free scheduling methodologies
  2 Apr 2019 · 0 repositories · arXiv:1904.01200
• Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
  1 Apr 2019 · 32 repositories · arXiv:1904.00962
  Syntology community repositories only · 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) · 5 unverified (of 11 harvested samples) · 9 pointer-only (licence)
• Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses
  1 Apr 2019 · 1 repository · arXiv:1904.00979
  Syntology official (archive's flag): 2 ran · 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)
• ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT
  30 Mar 2019 · 1 repository · arXiv:1904.00132
• Making Neural Machine Reading Comprehension Faster
  29 Mar 2019 · 0 repositories · arXiv:1904.00796
• Towards Knowledge-Based Personalized Product Description Generation in E-commerce
  29 Mar 2019 · 4 repositories · arXiv:1903.12457
• Distilling Task-Specific Knowledge from BERT into Simple Neural Networks
  28 Mar 2019 · 4 repositories · arXiv:1903.12136
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• Train, Sort, Explain: Learning to Diagnose Translation Models
  28 Mar 2019 · 1 repository · arXiv:1903.12017
• Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition
  27 Mar 2019 · 0 repositories · arXiv:1904.10045
• SciBERT: A Pretrained Language Model for Scientific Text
  26 Mar 2019 · 6 repositories · arXiv:1903.10676
• Simple Applications of BERT for Ad Hoc Document Retrieval
  26 Mar 2019 · 2 repositories · arXiv:1903.10972
• Fine-tune BERT for Extractive Summarization
  25 Mar 2019 · 12 repositories · arXiv:1903.10318
  Syntology community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation
  25 Mar 2019 · 0 repositories · arXiv:1903.10122
• On Measuring Social Biases in Sentence Encoders
  25 Mar 2019 · 1 repository · arXiv:1903.10561
• Recognizing Arrow Of Time In The Short Stories
  25 Mar 2019 · 1 repository · arXiv:1903.10548
• Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence
  22 Mar 2019 · 8 repositories · arXiv:1903.09588
  Syntology official (archive's flag): 8 ran · 19 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 3 honoured, 0 violated, 12 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 27 harvested samples) · 9 pointer-only (licence)
• Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer
  21 Mar 2019 · 0 repositories · arXiv:1903.08953
• Linguistic Knowledge and Transferability of Contextual Representations
  21 Mar 2019 · 0 repositories · arXiv:1903.08855
• Selective Attention for Context-aware Neural Machine Translation
  21 Mar 2019 · 1 repository · arXiv:1903.08788
• Cloze-driven Pretraining of Self-attention Networks
  19 Mar 2019 · 0 repositories · arXiv:1903.07785
• Neutron: An Implementation of the Transformer Translation Model and its Variants
  18 Mar 2019 · 2 repositories · arXiv:1903.07402
• STNReID : Deep Convolutional Networks with Pairwise Spatial Transformer Networks for Partial Person Re-identification
  17 Mar 2019 · 0 repositories · arXiv:1903.07072
• Deep Patent Landscaping Model Using Transformer and Graph Embedding
  14 Mar 2019 · 0 repositories · arXiv:1903.05823