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Language Modeling

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TitleStatusHype
A Dataset and Benchmarks for Multimedia Social Analysis—0
Tensorized Transformer for Dynamical Systems Modeling—0
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers—0
Contextual RNN-T For Open Domain ASR—0
Cross-model Back-translated Distillation for Unsupervised Machine TranslationCode0
Segatron: Segment-aware Transformer for Language Modeling and Understanding—0
Position Masking for Language Models—0
FlauBERT : des mod\`eles de langue contextualis\'es pr\'e-entra\^ \'es pour le fran (FlauBERT : Unsupervised Language Model Pre-training for French)Code0
Contextualized French Language Models for Biomedical Named Entity Recognition—0
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features—0
LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits based Humor Grading—0
Syntactic Structure Distillation Pretraining For Bidirectional Encoders—0
TIME: Text and Image Mutual-Translation Adversarial Networks—0
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion—0
Self-Training for Unsupervised Parsing with PRPN—0
qDKT: Question-centric Deep Knowledge Tracing—0
When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications—0
Living Machines: A study of atypical animacyCode0
Improving Segmentation for Technical Support ProblemsCode0
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition—0
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning—0
Investigation of Large-Margin Softmax in Neural Language Modeling—0
Early Stage LM Integration Using Local and Global Log-Linear Combination—0
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems—0
Iterative Pseudo-Labeling for Speech RecognitionCode0
Improving Proper Noun Recognition in End-to-End ASR By Customization of the MWER Loss Criterion—0
Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems—0
Yseop at SemEval-2020 Task 5: Cascaded BERT Language Model for Counterfactual Statement Analysis—0
How much complexity does an RNN architecture need to learn syntax-sensitive dependencies?Code0
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model—0
Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning—0
You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation—0
Parallel Corpus Filtering via Pre-trained Language Models—0
A Mixture of h-1 Heads is Better than h Heads—0
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance ApproachCode0
AttViz: Online exploration of self-attention for transparent neural language modelingCode0
Commonsense Evidence Generation and Injection in Reading Comprehension—0
Toward Better Storylines with Sentence-Level Language Models—0
How Context Affects Language Models' Factual Predictions—0
Distilling Knowledge from Pre-trained Language Models via Text Smoothing—0
Temporal Common Sense Acquisition with Minimal Supervision—0
Token Manipulation Generative Adversarial Network for Text GenerationCode0
Learning Architectures from an Extended Search Space for Language Modeling—0
Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional SemanticsCode0
Russian Natural Language Generation: Creation of a Language Modelling Dataset and Evaluation with Modern Neural ArchitecturesCode0
Distributional Discrepancy: A Metric for Unconditional Text GenerationCode0
Fast and Robust Unsupervised Contextual Biasing for Speech Recognition—0
DagoBERT: Generating Derivational Morphology with a Pretrained Language ModelCode0
Jamo Pair Encoding: Subcharacter Representation-based Extreme Korean Vocabulary Compression for Efficient Subword Tokenization—0
Cross-sentence Pre-trained Model for Interactive QA matching—0
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