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TitleStatusHype
Structural Language Models of CodeCode0
Fake news detection using Deep LearningCode0
Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers—0
The Detection of Distributional Discrepancy for Text Generation—0
End-to-End Code-Switching ASR for Low-Resourced Language Pairs—0
Improving Pre-Trained Multilingual Models with Vocabulary Expansion—0
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture—0
Fine-tune Bert for DocRED with Two-step ProcessCode0
DARTS: Dialectal Arabic Transcription System—0
Enhancing Attention with Explicit Phrasal Alignments—0
Layer Flexible Adaptive Computation Time for Recurrent Neural Networks—0
Anchor & Transform: Learning Sparse Representations of Discrete Objects—0
Forecasting Deep Learning Dynamics with Applications to Hyperparameter Tuning—0
Self-Supervised Speech Recognition via Local Prior Matching—0
XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings—0
UNITER: Learning UNiversal Image-TExt Representations—0
Structural Language Models for Any-Code Generation—0
Lossless Data Compression with Transformer—0
Scalable Neural Learning for Verifiable Consistency with Temporal Specifications—0
Recurrent Hierarchical Topic-Guided Neural Language Models—0
Sparse Transformer: Concentrated Attention Through Explicit Selection—0
SoftAdam: Unifying SGD and Adam for better stochastic gradient descent—0
Putting Machine Translation in Context with the Noisy Channel Model—0
Group-Transformer: Towards A Lightweight Character-level Language Model—0
Interpretable Network Structure for Modeling Contextual Dependency—0
ASGen: Answer-containing Sentence Generation to Pre-Train Question Generator for Scale-up Data in Question Answering—0
Reducing Transformer Depth on Demand with Structured DropoutCode1
UNITER: UNiversal Image-TExt Representation LearningCode1
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language ModelsCode0
Understanding Semantics from Speech Through Pre-training—0
Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English—0
Adapting Language Models for Non-Parallel Author-Stylized Rewriting—0
Inducing Constituency Trees through Neural Machine Translation—0
A Critical Analysis of Biased Parsers in Unsupervised ParsingCode1
Creative GANs for generating poems, lyrics, and metaphorsCode0
Understanding Architectures Learnt by Cell-based Neural Architecture SearchCode0
A Comparison of Hybrid and End-to-End Models for Syllable Recognition—0
A Random Gossip BMUF Process for Neural Language Modeling—0
AllenNLP Interpret: A Framework for Explaining Predictions of NLP ModelsCode0
How Additional Knowledge can Improve Natural Language Commonsense Question Answering?—0
Self-Training for End-to-End Speech Recognition—0
Pre-trained Language Model for Biomedical Question AnsweringCode0
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences—0
Espresso: A Fast End-to-end Neural Speech Recognition ToolkitCode1
Enriching BERT with Knowledge Graph Embeddings for Document ClassificationCode0
SUPP.AI: Finding Evidence for Supplement-Drug InteractionsCode0
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model ParallelismCode2
Relaxed Softmax for learning from Positive and Unlabeled data—0
Pointer-based Fusion of Bilingual Lexicons into Neural Machine TranslationCode0
Character-Centric Storytelling—0
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