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Pretraining

2,483 papers

Papers per year

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Papers

On The Power of Curriculum Learning in Training Deep Networks ICML 2019
Interpolation Consistency Training for Semi-supervised Learning IJCAI 2019
MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting IJCAI 2019
Integrating Knowledge and Reasoning in Image Understanding IJCAI 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations IJCNLP 2019
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention IJCNLP 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge IJCNLP 2019
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer IJCNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation IJCNLP 2019
Visualizing and Understanding the Effectiveness of BERT IJCNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Event Representation Learning Enhanced with External Commonsense Knowledge IJCNLP 2019
Cloze-driven Pretraining of Self-attention Networks IJCNLP 2019
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation IJCNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts INTERSPEECH 2019
Survey Talk: Modeling in Automatic Speech Recognition: Beyond Hidden Markov Models INTERSPEECH 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition INTERSPEECH 2019
R-Vectors: New Technique for Adaptation to Room Acoustics INTERSPEECH 2019
Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion INTERSPEECH 2019
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity INTERSPEECH 2019
Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition INTERSPEECH 2019
Litigation Analytics: Case Outcomes Extracted from US Federal Court Dockets NAACL 2019
Designing a Symbolic Intermediate Representation for Neural Surface Realization NAACL 2019
Linguistic Knowledge and Transferability of Contextual Representations NAACL 2019