Methods › General › Feedforward Networks › Linear Layer › Papers, page 251
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 251 of 255: papers 25,001 to 25,100 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.
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Sentence Centrality Revisited for Unsupervised Summarization 8 Jun 2019 · 1 repository · arXiv:1906.03508
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Analyzing the Structure of Attention in a Transformer Language Model 7 Jun 2019 · 0 repositories · arXiv:1906.04284
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Improving Relation Extraction by Pre-trained Language Representations 7 Jun 2019 · 1 repository · arXiv:1906.03088
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Leveraging BERT for Extractive Text Summarization on Lectures 7 Jun 2019 · 8 repositories · arXiv:1906.04165
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Selfie: Self-supervised Pretraining for Image Embedding 7 Jun 2019 · 1 repository · arXiv:1906.02940
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Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers 6 Jun 2019 · 0 repositories · arXiv:1906.02792
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GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling 6 Jun 2019 · 1 repository · arXiv:1906.02437
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Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP 6 Jun 2019 · 0 repositories · arXiv:1906.02768
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Robust Neural Machine Translation with Doubly Adversarial Inputs 6 Jun 2019 · 0 repositories · arXiv:1906.02443
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Syntactically Supervised Transformers for Faster Neural Machine Translation 6 Jun 2019 · 1 repository · arXiv:1906.02780Syntology official (archive's flag): 6 ran · 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)
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Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View 6 Jun 2019 · 2 repositories · arXiv:1906.02762Syntology official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Visualizing and Measuring the Geometry of BERT 6 Jun 2019 · 1 repository · arXiv:1906.02715
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From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions 5 Jun 2019 · 0 repositories · arXiv:1906.01958
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Large-Scale Multi-Label Text Classification on EU Legislation 5 Jun 2019 · 1 repository · arXiv:1906.02192
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Learning Deep Transformer Models for Machine Translation 5 Jun 2019 · 2 repositories · arXiv:1906.01787Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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Neural Legal Judgment Prediction in English 5 Jun 2019 · 0 repositories · arXiv:1906.02059
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Probabilistic hypergraph grammars for efficient molecular optimization 5 Jun 2019 · 0 repositories · arXiv:1906.01845
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Exploiting Sentential Context for Neural Machine Translation 4 Jun 2019 · 0 repositories · arXiv:1906.01268
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How multilingual is Multilingual BERT? 4 Jun 2019 · 3 repositories · arXiv:1906.01502Syntology 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) · 1 pointer-only (licence)
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Improving Long Distance Slot Carryover in Spoken Dialogue Systems 4 Jun 2019 · 0 repositories · arXiv:1906.01149
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Lattice-Based Transformer Encoder for Neural Machine Translation 4 Jun 2019 · 0 repositories · arXiv:1906.01282
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Open Sesame: Getting Inside BERT's Linguistic Knowledge 4 Jun 2019 · 1 repository · arXiv:1906.01698Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 4 honoured, 0 violated, 6 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples) · 7 pointer-only (licence)
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RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction 4 Jun 2019 · 3 repositories · arXiv:1906.01236Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation 4 Jun 2019 · 1 repository · arXiv:1906.01569
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The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction 4 Jun 2019 · 2 repositories · arXiv:1906.01733
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Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model 3 Jun 2019 · 0 repositories · arXiv:1906.00532
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Pre-training of Graph Augmented Transformers for Medication Recommendation 2 Jun 2019 · 1 repository · arXiv:1906.00346Syntology official (archive's flag): 6 ran · 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) · 3 unverified (of 9 harvested samples)
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Efficient Adaptation of Pretrained Transformers for Abstractive Summarization 1 Jun 2019 · 2 repositories · arXiv:1906.00138
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Adversarial Generation and Encoding of Nested Texts 1 Jun 2019 · 0 repositories · arXiv:1906.00238
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Multimodal Transformer for Unaligned Multimodal Language Sequences 1 Jun 2019 · 4 repositories · arXiv:1906.00295Syntology official (archive's flag): 2 ran · 8 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 3 honoured, 1 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 9 unverified (of 17 harvested samples) · 10 pointer-only (licence)
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A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction 1 Jun 2019 · 0 repositories
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A Structural Probe for Finding Syntax in Word Representations 1 Jun 2019 · 1 repository
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AUTOHOME-ORCA at SemEval-2019 Task 8: Application of BERT for Fact-Checking in Community Forums 1 Jun 2019 · 0 repositories
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BLCU_NLP at SemEval-2019 Task 8: A Contextual Knowledge-enhanced GPT Model for Fact Checking 1 Jun 2019 · 0 repositories
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BNU-HKBU UIC NLP Team 2 at SemEval-2019 Task 6: Detecting Offensive Language Using BERT model 1 Jun 2019 · 0 repositories
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CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense 1 Jun 2019 · 1 repository
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ConvAI at SemEval-2019 Task 6: Offensive Language Identification and Categorization with Perspective and BERT 1 Jun 2019 · 0 repositories
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DOMLIN at SemEval-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums 1 Jun 2019 · 0 repositories
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DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification 1 Jun 2019 · 0 repositories
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Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches 1 Jun 2019 · 1 repository
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Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection 1 Jun 2019 · 0 repositories
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HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing 1 Jun 2019 · 0 repositories
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How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions 1 Jun 2019 · 0 repositories
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Improving Cuneiform Language Identification with BERT 1 Jun 2019 · 0 repositories
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KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter 1 Jun 2019 · 0 repositories
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LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation 1 Jun 2019 · 1 repository
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Learning RoI Transformer for Oriented Object Detection in Aerial Images 1 Jun 2019 · 2 repositories
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LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness 1 Jun 2019 · 0 repositories
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MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection 1 Jun 2019 · 0 repositories
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Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese) 1 Jun 2019 · 0 repositories
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NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers 1 Jun 2019 · 0 repositories
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Opinion Mining with Deep Contextualized Embeddings 1 Jun 2019 · 0 repositories
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Stance Classification, Outcome Prediction, and Impact Assessment: NLP Tasks for Studying Group Decision-Making 1 Jun 2019 · 0 repositories
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Team Howard Beale at SemEval-2019 Task 4: Hyperpartisan News Detection with BERT 1 Jun 2019 · 0 repositories
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Team Jack Ryder at SemEval-2019 Task 4: Using BERT Representations for Detecting Hyperpartisan News 1 Jun 2019 · 0 repositories
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Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data 1 Jun 2019 · 1 repository
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The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4 1 Jun 2019 · 0 repositories
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Using Contextual Representations for Suicide Risk Assessment from Internet Forums 1 Jun 2019 · 0 repositories
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ZQM at SemEval-2019 Task9: A Single Layer CNN Based on Pre-trained Model for Suggestion Mining 1 Jun 2019 · 0 repositories
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Attention Is (not) All You Need for Commonsense Reasoning 31 May 2019 · 2 repositories · arXiv:1905.13497
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MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension 31 May 2019 · 1 repository · arXiv:1905.13453Syntology 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) · 3 pointer-only (licence)
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Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement Learning 31 May 2019 · 1 repository · arXiv:1905.13420Syntology 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Audio Caption in a Car Setting with a Sentence-Level Loss 31 May 2019 · 1 repository · arXiv:1905.13448
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A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension 30 May 2019 · 0 repositories · arXiv:1905.12848
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Hierarchical Transformers for Multi-Document Summarization 30 May 2019 · 1 repository · arXiv:1905.13164Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing 30 May 2019 · 0 repositories · arXiv:1905.13068
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A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models 29 May 2019 · 1 repository · arXiv:1905.12790Syntology official (archive's flag): 2 ran · 3 ran (of which 2 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) · 1 pointer-only (licence)
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Path-Augmented Graph Transformer Network 29 May 2019 · 2 repositories · arXiv:1905.12712Syntology official (archive's flag): 6 ran · 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)
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Towards better substitution-based word sense induction 29 May 2019 · 2 repositories · arXiv:1905.12598
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Controlling Neural Level Sets 28 May 2019 · 2 repositories · arXiv:1905.11911
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Putting An End to End-to-End: Gradient-Isolated Learning of Representations 28 May 2019 · 1 repository · arXiv:1905.11786Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) 28 May 2019 · 1 repository · arXiv:1905.11833Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Combating Adversarial Misspellings with Robust Word Recognition 27 May 2019 · 3 repositories · arXiv:1905.11268
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Compositional pre-training for neural semantic parsing 27 May 2019 · 0 repositories · arXiv:1905.11531
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Levenshtein Transformer 27 May 2019 · 3 repositories · arXiv:1905.11006
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Hashing based Answer Selection 26 May 2019 · 0 repositories · arXiv:1905.10718
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Are Sixteen Heads Really Better than One? 25 May 2019 · 4 repositories · arXiv:1905.10650
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Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers 25 May 2019 · 3 repositories · arXiv:1905.10630
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A Call for Prudent Choice of Subword Merge Operations in Neural Machine Translation 24 May 2019 · 0 repositories · arXiv:1905.10453
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BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions 24 May 2019 · 1 repository · arXiv:1905.10044
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Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark 24 May 2019 · 0 repositories · arXiv:1905.10425
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SCRAM: Spatially Coherent Randomized Attention Maps 24 May 2019 · 0 repositories · arXiv:1905.10308
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned 23 May 2019 · 1 repository · arXiv:1905.09418
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Deeper Text Understanding for IR with Contextual Neural Language Modeling 22 May 2019 · 1 repository · arXiv:1905.09217Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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FastSpeech: Fast, Robust and Controllable Text to Speech 22 May 2019 · 22 repositories · arXiv:1905.09263Syntology 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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FastSpeech: Fast,Robustand Controllable Text-to-Speech 22 May 2019 · 11 repositories
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A Seq-to-Seq Transformer Premised Temporal Convolutional Network for Chinese Word Segmentation 21 May 2019 · 0 repositories · arXiv:1905.08454
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Generating Logical Forms from Graph Representations of Text and Entities 21 May 2019 · 0 repositories · arXiv:1905.08407
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Lightweight Network Architecture for Real-Time Action Recognition 21 May 2019 · 1 repository · arXiv:1905.08711
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Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution 21 May 2019 · 1 repository · arXiv:1905.08868
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Sample Efficient Text Summarization Using a Single Pre-Trained Transformer 21 May 2019 · 2 repositories · arXiv:1905.08836
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Enriching Pre-trained Language Model with Entity Information for Relation Classification 20 May 2019 · 6 repositories · arXiv:1905.08284Syntology 7 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; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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Multimodal Transformer with Multi-View Visual Representation for Image Captioning 20 May 2019 · 0 repositories · arXiv:1905.07841
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Adaptive Attention Span in Transformers 19 May 2019 · 8 repositories · arXiv:1905.07799
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HellaSwag: Can a Machine Really Finish Your Sentence? 19 May 2019 · 2 repositories · arXiv:1905.07830Syntology 4 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; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 4 pointer-only (licence)
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BERTSel: Answer Selection with Pre-trained Models 18 May 2019 · 1 repository · arXiv:1905.07588
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ERNIE: Enhanced Language Representation with Informative Entities 17 May 2019 · 2 repositories · arXiv:1905.07129Syntology official (archive's flag): 2 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Story Ending Prediction by Transferable BERT 17 May 2019 · 1 repository · arXiv:1905.07504
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Joint Source-Target Self Attention with Locality Constraints 16 May 2019 · 2 repositories · arXiv:1905.06596
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Deep Compressed Sensing 16 May 2019 · 1 repository · arXiv:1905.06723