Methods › General › Feedforward Networks › Linear Layer › Papers, page 253

Linear Layer

Papers archive 2025-07-28

archive papers tagged: 25,421 · with a code link: 11,479 · where Syntology ran a sample: 3,523 (2,976 with a run with no instrument failure, 547 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3,523 of 25,421 tagged: 2,976 with a run with no instrument failure, 547 where every run was a failure of Syntology's instrument)

Page 253 of 255: papers 25,201 to 25,300 of 25,421, 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.

• 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)
• Equivariant Entity-Relationship Networks
  21 Mar 2019 · 1 repository · arXiv:1903.09033
• 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
• Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
  14 Mar 2019 · 1 repository · arXiv:1903.06164
• Communication-efficient distributed SGD with Sketching
  12 Mar 2019 · 2 repositories · arXiv:1903.04488
  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) · 1 pointer-only (licence)
• HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing
  11 Mar 2019 · 0 repositories · arXiv:1903.04153
• Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks
  9 Mar 2019 · 0 repositories · arXiv:1903.03878
• Dixit: Interactive Visual Storytelling via Term Manipulation
  6 Mar 2019 · 0 repositories · arXiv:1903.02230
• GQ-STN: Optimizing One-Shot Grasp Detection based on Robustness Classifier
  6 Mar 2019 · 0 repositories · arXiv:1903.02489
• High-Fidelity Image Generation With Fewer Labels
  6 Mar 2019 · 1 repository · arXiv:1903.02271
• adVAE: A self-adversarial variational autoencoder with Gaussian anomaly prior knowledge for anomaly detection
  3 Mar 2019 · 2 repositories · arXiv:1903.00904
• Frequency Domain Transformer Networks for Video Prediction
  1 Mar 2019 · 1 repository · arXiv:1903.00271
• BERT for Joint Intent Classification and Slot Filling
  28 Feb 2019 · 16 repositories · arXiv:1902.10909
  Syntology 26 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 7 where Syntology's instrument failed) · 6 unverified (of 32 harvested samples) · 5 pointer-only (licence)
• Attentional Encoder Network for Targeted Sentiment Classification
  25 Feb 2019 · 5 repositories · arXiv:1902.09314
• Pretraining-Based Natural Language Generation for Text Summarization
  25 Feb 2019 · 4 repositories · arXiv:1902.09243
  Syntology 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) · 1 pointer-only (licence)
• Star-Transformer
  25 Feb 2019 · 2 repositories · arXiv:1902.09113
  Syntology official: harvested for another paper · 0 ran · 1 unverified (of 1 harvested sample)
• Enhancing Clinical Concept Extraction with Contextual Embeddings
  22 Feb 2019 · 0 repositories · arXiv:1902.08691
• Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities
  21 Feb 2019 · 0 repositories · arXiv:1902.08077
• Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement
  15 Feb 2019 · 0 repositories · arXiv:1902.05770
• Actions Generation from Captions
  14 Feb 2019 · 0 repositories · arXiv:1902.11109
• Language Models are Unsupervised Multitask Learners
  14 Feb 2019 · 21 repositories
• Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots
  12 Feb 2019 · 0 repositories · arXiv:1902.04574
• BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model
  11 Feb 2019 · 13 repositories · arXiv:1902.04094
  Syntology official (archive's flag): 2 ran · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 2 pointer-only (licence)
• Improving Deep Image Clustering With Spatial Transformer Layers
  9 Feb 2019 · 0 repositories · arXiv:1902.05401
• Insertion Transformer: Flexible Sequence Generation via Insertion Operations
  8 Feb 2019 · 0 repositories · arXiv:1902.03249
• BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning
  7 Feb 2019 · 2 repositories · arXiv:1902.02671
• AlphaStar: An Evolutionary Computation Perspective
  5 Feb 2019 · 0 repositories · arXiv:1902.01724
• End-to-End Open-Domain Question Answering with BERTserini
  5 Feb 2019 · 1 repository · arXiv:1902.01718
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization
  4 Feb 2019 · 5 repositories · arXiv:1902.01069
  Syntology official (archive's flag): 3 ran · 21 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 2 violated, 1 with no contract checked; 16 where Syntology's instrument failed) · 15 unverified (of 36 harvested samples) · 33 pointer-only (licence)
• Insertion-based Decoding with automatically Inferred Generation Order
  4 Feb 2019 · 0 repositories · arXiv:1902.01370
• Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
  4 Feb 2019 · 6 repositories · arXiv:1902.01007
  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)
• Parameter-Efficient Transfer Learning for NLP
  2 Feb 2019 · 17 repositories · arXiv:1902.00751
  Syntology official: harvested, nothing ran · 14 ran (of which 3 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 22 harvested samples) · 3 pointer-only (licence)
• Adding Interpretable Attention to Neural Translation Models Improves Word Alignment
  31 Jan 2019 · 1 repository · arXiv:1901.11359
• Multi-Task Deep Neural Networks for Natural Language Understanding
  31 Jan 2019 · 7 repositories · arXiv:1901.11504
  Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 4 pointer-only (licence)
• The Second Conversational Intelligence Challenge (ConvAI2)
  31 Jan 2019 · 2 repositories · arXiv:1902.00098
• The Evolved Transformer
  30 Jan 2019 · 3 repositories · arXiv:1901.11117
• Pay Less Attention with Lightweight and Dynamic Convolutions
  29 Jan 2019 · 3 repositories · arXiv:1901.10430
• BioBERT: a pre-trained biomedical language representation model for biomedical text mining
  25 Jan 2019 · 19 repositories · arXiv:1901.08746
  Syntology official: no sample here; runs from other or unrecorded repositories · 15 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 3 where Syntology's instrument failed) · 10 unverified (of 25 harvested samples) · 3 pointer-only (licence)
• A BERT Baseline for the Natural Questions
  24 Jan 2019 · 3 repositories · arXiv:1901.08634
  Syntology community repositories only · 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) · 2 unverified (of 10 harvested samples)
• Self-Attentive Model for Headline Generation
  23 Jan 2019 · 0 repositories · arXiv:1901.07786
• TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents
  23 Jan 2019 · 23 repositories · arXiv:1901.08149
  Syntology 18 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (of 26 harvested samples) · 7 pointer-only (licence)
• Cross-lingual Language Model Pretraining
  22 Jan 2019 · 17 repositories · arXiv:1901.07291
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Linearized Multi-Sampling for Differentiable Image Transformation
  22 Jan 2019 · 1 repository · arXiv:1901.07124
• Assessing BERT's Syntactic Abilities
  16 Jan 2019 · 3 repositories · arXiv:1901.05287
  Syntology official (archive's flag): 3 ran · 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)
• Passage Re-ranking with BERT
  13 Jan 2019 · 6 repositories · arXiv:1901.04085
  Syntology official (archive's flag): 11 ran · 11 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; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments
  11 Jan 2019 · 0 repositories · arXiv:1901.03438
• Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques
  10 Jan 2019 · 1 repository · arXiv:1901.03116
• On the Turing Completeness of Modern Neural Network Architectures
  10 Jan 2019 · 0 repositories · arXiv:1901.03429
• Composite Shape Modeling via Latent Space Factorization
  9 Jan 2019 · 0 repositories · arXiv:1901.02968
• Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context
  9 Jan 2019 · 37 repositories · arXiv:1901.02860
  Syntology official (archive's flag): 8 ran · 67 ran (of which 37 constructed an object rather than computing a result; 49 with no instrument failure: 4 honoured, 1 violated, 44 with no contract checked; 18 where Syntology's instrument failed) · 76 unverified (of 143 harvested samples) · 43 pointer-only (licence)
• Team Papelo: Transformer Networks at FEVER
  8 Jan 2019 · 1 repository · arXiv:1901.02534
• DPPNet: Approximating Determinantal Point Processes with Deep Networks
  7 Jan 2019 · 0 repositories · arXiv:1901.02051
• Multilingual Constituency Parsing with Self-Attention and Pre-Training
  31 Dec 2018 · 4 repositories · arXiv:1812.11760
  Syntology official (archive's flag): 8 ran · 22 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 28 harvested samples) · 3 pointer-only (licence)
• Skeleton Transformer Networks: 3D Human Pose and Skinned Mesh from Single RGB Image
  29 Dec 2018 · 0 repositories · arXiv:1812.11328
• Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling
  28 Dec 2018 · 0 repositories · arXiv:1812.10860
• DTMT: A Novel Deep Transition Architecture for Neural Machine Translation
  19 Dec 2018 · 1 repository · arXiv:1812.07807
• Multitask Painting Categorization by Deep Multibranch Neural Network
  19 Dec 2018 · 0 repositories · arXiv:1812.08052
• Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers
  19 Dec 2018 · 1 repository · arXiv:1812.07860
• Conditional BERT Contextual Augmentation
  17 Dec 2018 · 5 repositories · arXiv:1812.06705
  Syntology 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)
• Nrityantar: Pose oblivious Indian classical dance sequence classification system
  13 Dec 2018 · 0 repositories · arXiv:1812.05231
• Hyperbolic Deep Learning for Chinese Natural Language Understanding
  11 Dec 2018 · 0 repositories · arXiv:1812.10408
• Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions
  10 Dec 2018 · 6 repositories · arXiv:1812.03664
• SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering
  10 Dec 2018 · 6 repositories · arXiv:1812.03593
• Kernel Transformer Networks for Compact Spherical Convolution
  7 Dec 2018 · 0 repositories · arXiv:1812.03115
• The USTC-NEL Speech Translation system at IWSLT 2018
  6 Dec 2018 · 0 repositories · arXiv:1812.02455
• Video Action Transformer Network
  6 Dec 2018 · 0 repositories · arXiv:1812.02707
• Attending to Mathematical Language with Transformers
  5 Dec 2018 · 3 repositories · arXiv:1812.02825
• Practical Text Classification With Large Pre-Trained Language Models
  4 Dec 2018 · 1 repository · arXiv:1812.01207
• Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation
  1 Dec 2018 · 0 repositories
• Learning RoI Transformer for Detecting Oriented Objects in Aerial Images
  1 Dec 2018 · 1 repository · arXiv:1812.00155
  Syntology 10 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; 5 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• Grammars and reinforcement learning for molecule optimization
  27 Nov 2018 · 1 repository · arXiv:1811.11222
• Iterative Transformer Network for 3D Point Cloud
  27 Nov 2018 · 1 repository · arXiv:1811.11209
• GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
  16 Nov 2018 · 13 repositories · arXiv:1811.06965
  Syntology 20 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples) · 16 pointer-only (licence)
• Mathematical Analysis of Adversarial Attacks
  15 Nov 2018 · 0 repositories · arXiv:1811.06492
• Identification of Internal Faults in Indirect Symmetrical Phase Shift Transformers Using Ensemble Learning
  12 Nov 2018 · 0 repositories · arXiv:1811.04537
• Input Combination Strategies for Multi-Source Transformer Decoder
  12 Nov 2018 · 0 repositories · arXiv:1811.04716
• Molecular Transformer - A Model for Uncertainty-Calibrated Chemical Reaction Prediction
  6 Nov 2018 · 1 repository · arXiv:1811.02633
• Mesh-TensorFlow: Deep Learning for Supercomputers
  5 Nov 2018 · 1 repository · arXiv:1811.02084
• Simple, Distributed, and Accelerated Probabilistic Programming
  5 Nov 2018 · 1 repository · arXiv:1811.02091
• Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks
  2 Nov 2018 · 1 repository · arXiv:1811.01088
• An Analysis of Encoder Representations in Transformer-Based Machine Translation
  1 Nov 2018 · 0 repositories
• Extracting Syntactic Trees from Transformer Encoder Self-Attentions
  1 Nov 2018 · 0 repositories
• Hybrid Self-Attention Network for Machine Translation
  1 Nov 2018 · 0 repositories · arXiv:1811.00253
• Convolutional Self-Attention Network
  31 Oct 2018 · 0 repositories · arXiv:1810.13320
• Weakly Supervised Grammatical Error Correction using Iterative Decoding
  31 Oct 2018 · 0 repositories · arXiv:1811.01710
• Parallel Attention Mechanisms in Neural Machine Translation
  29 Oct 2018 · 0 repositories · arXiv:1810.12427
• Recurrent Transformer Networks for Semantic Correspondence
  29 Oct 2018 · 1 repository · arXiv:1810.12155
• Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer
  24 Oct 2018 · 0 repositories · arXiv:1810.10437
• Area Attention
  23 Oct 2018 · 1 repository · arXiv:1810.10126
• An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation
  17 Oct 2018 · 0 repositories · arXiv:1810.07595
• Metropolis-Hastings view on variational inference and adversarial training
  16 Oct 2018 · 0 repositories · arXiv:1810.07151
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
  11 Oct 2018 · 534 repositories · arXiv:1810.04805
  Syntology official: no sample here; runs from other or unrecorded repositories · 300 ran (of which 75 constructed an object rather than computing a result; 235 with no instrument failure: 17 honoured, 4 violated, 214 with no contract checked; 65 where Syntology's instrument failed) · 359 unverified (of 659 harvested samples) · 164 pointer-only (licence)
• Improving the Transformer Translation Model with Document-Level Context
  8 Oct 2018 · 3 repositories · arXiv:1810.03581
  Syntology 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) · 11 unverified (of 12 harvested samples)
• A Transformer-Based Multi-Source Automatic Post-Editing System
  1 Oct 2018 · 0 repositories