Methods › General › Output Functions › Softmax › Papers, page 349

Softmax

Papers archive 2025-07-28

archive papers tagged: 37,443 · with a code link: 15,869 · where Syntology ran a sample: 4,578 (3,835 with a run with no instrument failure, 743 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (4,578 of 37,443 tagged: 3,835 with a run with no instrument failure, 743 where every run was a failure of Syntology's instrument)

Page 349 of 375: papers 34,801 to 34,900 of 37,443, 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.

• Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models
  30 Oct 2019 · 2 repositories · arXiv:1910.13664
• Time to Take Emoji Seriously: They Vastly Improve Casual Conversational Models
  30 Oct 2019 · 0 repositories · arXiv:1910.13793
• Towards Scalable, Efficient and Accurate Deep Spiking Neural Networks with Backward Residual Connections, Stochastic Softmax and Hybridization
  30 Oct 2019 · 0 repositories · arXiv:1910.13931
• Transformer-based Cascaded Multimodal Speech Translation
  29 Oct 2019 · 0 repositories · arXiv:1910.13215
• Sentence Embeddings for Russian NLU
  29 Oct 2019 · 1 repository · arXiv:1910.13291
• An Empirical Study of Generation Order for Machine Translation
  29 Oct 2019 · 0 repositories · arXiv:1910.13437
• Big Bidirectional Insertion Representations for Documents
  29 Oct 2019 · 0 repositories · arXiv:1910.13034
• Contrastive Attention Mechanism for Abstractive Sentence Summarization
  29 Oct 2019 · 1 repository · arXiv:1910.13114
• Inducing brain-relevant bias in natural language processing models
  29 Oct 2019 · 1 repository · arXiv:1911.03268
  Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Learning Rich Image Region Representation for Visual Question Answering
  29 Oct 2019 · 0 repositories · arXiv:1910.13077
• Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph
  29 Oct 2019 · 0 repositories · arXiv:1910.13231
• A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media
  28 Oct 2019 · 2 repositories · arXiv:1910.12574
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems
  28 Oct 2019 · 0 repositories · arXiv:1910.12995
• Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration
  28 Oct 2019 · 3 repositories · arXiv:1910.12656
  Syntology 6 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; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification
  28 Oct 2019 · 0 repositories · arXiv:1910.12554
• Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products
  28 Oct 2019 · 1 repository · arXiv:1910.13830
• Fine-Grained Object Detection over Scientific Document Images with Region Embeddings
  28 Oct 2019 · 0 repositories · arXiv:1910.12462
• Modeling Inter-Speaker Relationship in XLNet for Contextual Spoken Language Understanding
  28 Oct 2019 · 0 repositories · arXiv:1910.12531
• Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification
  28 Oct 2019 · 0 repositories · arXiv:1911.07940
• Sequence-to-sequence Automatic Speech Recognition with Word Embedding Regularization and Fused Decoding
  28 Oct 2019 · 1 repository · arXiv:1910.12740
• Transformer-Transducer: End-to-End Speech Recognition with Self-Attention
  28 Oct 2019 · 1 repository · arXiv:1910.12977
• What does BERT Learn from Multiple-Choice Reading Comprehension Datasets?
  28 Oct 2019 · 0 repositories · arXiv:1910.12391
• An Adaptive and Momental Bound Method for Stochastic Learning
  27 Oct 2019 · 2 repositories · arXiv:1910.12249
  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)
• Word-level Textual Adversarial Attacking as Combinatorial Optimization
  27 Oct 2019 · 1 repository · arXiv:1910.12196
  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) · 1 unverified (of 2 harvested samples)
• Thieves on Sesame Street! Model Extraction of BERT-based APIs
  27 Oct 2019 · 1 repository · arXiv:1910.12366
• Training ASR models by Generation of Contextual Information
  27 Oct 2019 · 0 repositories · arXiv:1910.12367
• Deep Learning and Control Algorithms of Direct Perception for Autonomous Driving
  26 Oct 2019 · 0 repositories · arXiv:1910.12031
• Learning an Efficient Network for Large-Scale Hierarchical Object Detection with Data Imbalance: 3rd Place Solution to Open Images Challenge 2019
  26 Oct 2019 · 0 repositories · arXiv:1910.12044
• A comparable study: Intrinsic difficulties of practical plant diagnosis from wide-angle images
  25 Oct 2019 · 0 repositories · arXiv:1910.11506
• ALET (Automated Labeling of Equipment and Tools): A Dataset, a Baseline and a Usecase for Tool Detection in the Wild
  25 Oct 2019 · 1 repository · arXiv:1910.11713
• DENS: A Dataset for Multi-class Emotion Analysis
  25 Oct 2019 · 0 repositories · arXiv:1910.11769
• Fast Hardware-Aware Neural Architecture Search
  25 Oct 2019 · 1 repository · arXiv:1910.11609
• HUBERT Untangles BERT to Improve Transfer across NLP Tasks
  25 Oct 2019 · 1 repository · arXiv:1910.12647
• L2RS: A Learning-to-Rescore Mechanism for Automatic Speech Recognition
  25 Oct 2019 · 0 repositories · arXiv:1910.11496
• Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
  25 Oct 2019 · 1 repository · arXiv:1910.11621
• Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
  25 Oct 2019 · 7 repositories · arXiv:1910.12638
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• On the Cross-lingual Transferability of Monolingual Representations
  25 Oct 2019 · 7 repositories · arXiv:1910.11856
  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)
• SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering
  25 Oct 2019 · 0 repositories · arXiv:1910.11559
• Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters
  25 Oct 2019 · 1 repository · arXiv:1910.11831
• Towards Online End-to-end Transformer Automatic Speech Recognition
  25 Oct 2019 · 0 repositories · arXiv:1910.11871
• An Empirical Study of Efficient ASR Rescoring with Transformers
  24 Oct 2019 · 0 repositories · arXiv:1910.11450
• Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings
  24 Oct 2019 · 0 repositories · arXiv:1910.10869
• Emotion recognition with 4kresolution database
  24 Oct 2019 · 0 repositories · arXiv:1910.11276
• ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit
  24 Oct 2019 · 3 repositories · arXiv:1910.10909
  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) · 1 pointer-only (licence)
• Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed
  24 Oct 2019 · 0 repositories · arXiv:1910.11218
• Unified Multi-scale Feature Abstraction for Medical Image Segmentation
  24 Oct 2019 · 0 repositories · arXiv:1910.11456
• A Transformer with Interleaved Self-attention and Convolution for Hybrid Acoustic Models
  23 Oct 2019 · 1 repository · arXiv:1910.10352
• Controlling the Output Length of Neural Machine Translation
  23 Oct 2019 · 0 repositories · arXiv:1910.10408
• Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model
  23 Oct 2019 · 0 repositories · arXiv:1910.10697
• Deja-vu: Double Feature Presentation and Iterated Loss in Deep Transformer Networks
  23 Oct 2019 · 2 repositories · arXiv:1910.10324
• Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling
  23 Oct 2019 · 1 repository · arXiv:1910.10397
• Emergent Properties of Finetuned Language Representation Models
  23 Oct 2019 · 0 repositories · arXiv:1910.10832
• Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
  23 Oct 2019 · 57 repositories · arXiv:1910.10683
  Syntology 21 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 1 honoured, 0 violated, 19 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 31 harvested samples)
• Feature Selection and Extraction for Graph Neural Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.10682
• Hierarchical Transformers for Long Document Classification
  23 Oct 2019 · 3 repositories · arXiv:1910.10781
• Relation Module for Non-answerable Prediction on Question Answering
  23 Oct 2019 · 0 repositories · arXiv:1910.10843
• Speech Emotion Recognition via Contrastive Loss under Siamese Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.11174
• Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.10387
• TCT: A Cross-supervised Learning Method for Multimodal Sequence Representation
  23 Oct 2019 · 0 repositories · arXiv:1911.05186
• Complex Transformer: A Framework for Modeling Complex-Valued Sequence
  22 Oct 2019 · 1 repository · arXiv:1910.10202
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Exchangeable deep neural networks for set-to-set matching and learning
  22 Oct 2019 · 2 repositories · arXiv:1910.09972
• Depth-Adaptive Transformer
  22 Oct 2019 · 0 repositories · arXiv:1910.10073
• Embedded Bayesian Network Classifiers
  22 Oct 2019 · 0 repositories · arXiv:1910.09715
• Establishing an Evaluation Metric to Quantify Climate Change Image Realism
  22 Oct 2019 · 0 repositories · arXiv:1910.10143
• Improving Transformer-based Speech Recognition Using Unsupervised Pre-training
  22 Oct 2019 · 1 repository · arXiv:1910.09932
• MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
  22 Oct 2019 · 1 repository · arXiv:1910.09753
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Sequence-to-sequence Singing Synthesis Using the Feed-forward Transformer
  22 Oct 2019 · 0 repositories · arXiv:1910.09989
• Transformer-based Acoustic Modeling for Hybrid Speech Recognition
  22 Oct 2019 · 0 repositories · arXiv:1910.09799
• Depth-wise Decomposition for Accelerating Separable Convolutions in Efficient Convolutional Neural Networks
  21 Oct 2019 · 0 repositories · arXiv:1910.09455
• Improving Vehicle Re-Identification using CNN Latent Spaces: Metrics Comparison and Track-to-track Extension
  21 Oct 2019 · 1 repository · arXiv:1910.09458
• Learning to Make Generalizable and Diverse Predictions for Retrosynthesis
  21 Oct 2019 · 0 repositories · arXiv:1910.09688
• Transformer-CNN: Fast and Reliable tool for QSAR
  21 Oct 2019 · 1 repository · arXiv:1911.06603
• Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation
  20 Oct 2019 · 3 repositories · arXiv:1910.08887
• Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses
  20 Oct 2019 · 0 repositories · arXiv:1910.11123
• Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis
  20 Oct 2019 · 1 repository · arXiv:1910.08877
• MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity
  19 Oct 2019 · 1 repository · arXiv:1910.08772
• SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking
  19 Oct 2019 · 1 repository · arXiv:1910.08681
• XL-Editor: Post-editing Sentences with XLNet
  19 Oct 2019 · 0 repositories · arXiv:1910.10479
• A Mutual Information Maximization Perspective of Language Representation Learning
  18 Oct 2019 · 0 repositories · arXiv:1910.08350
• BOBBY2: Buffer Based Robust High-Speed Object Tracking
  18 Oct 2019 · 1 repository · arXiv:1910.08263
• Differentiable Combinatorial Losses through Generalized Gradients of Linear Programs
  18 Oct 2019 · 0 repositories · arXiv:1910.08211
• Concept Pointer Network for Abstractive Summarization
  18 Oct 2019 · 1 repository · arXiv:1910.08486
• Adversarial T-shirt! Evading Person Detectors in A Physical World
  18 Oct 2019 · 1 repository · arXiv:1910.11099
  Syntology 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) · 3 pointer-only (licence)
• Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System
  18 Oct 2019 · 0 repositories · arXiv:1910.08381
• BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge
  17 Oct 2019 · 0 repositories · arXiv:1910.07713
• Fully Quantized Transformer for Machine Translation
  17 Oct 2019 · 0 repositories · arXiv:1910.10485
• Measuring semantic similarity of clinical trial outcomes using deep pre-trained language representations
  17 Oct 2019 · 0 repositories
• Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strategy
  17 Oct 2019 · 0 repositories · arXiv:1910.08036
• Question Classification with Deep Contextualized Transformer
  17 Oct 2019 · 1 repository · arXiv:1910.10492
• Universal Text Representation from BERT: An Empirical Study
  17 Oct 2019 · 0 repositories · arXiv:1910.07973
• Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3
  16 Oct 2019 · 1 repository · arXiv:1910.07234
• BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance
  16 Oct 2019 · 1 repository · arXiv:1910.07181
  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, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge
  16 Oct 2019 · 0 repositories · arXiv:1910.07429
• Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task
  16 Oct 2019 · 0 repositories · arXiv:1910.07134
• Evolution of transfer learning in natural language processing
  16 Oct 2019 · 0 repositories · arXiv:1910.07370
• Imperial College London Submission to VATEX Video Captioning Task
  16 Oct 2019 · 0 repositories · arXiv:1910.07482
• Injecting Hierarchy with U-Net Transformers
  16 Oct 2019 · 2 repositories · arXiv:1910.10488
• Memory-Augmented Recurrent Networks for Dialogue Coherence
  16 Oct 2019 · 0 repositories · arXiv:1910.10487
• Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models
  16 Oct 2019 · 0 repositories · arXiv:1910.07117
• Offline handwritten mathematical symbol recognition utilising deep learning
  16 Oct 2019 · 0 repositories · arXiv:1910.07395