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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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30
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Papers (including subtopics)

Multi-Channel Training for End-to-End Speaker Recognition Under Reverberant and Noisy Environment INTERSPEECH 2019
TensorLy: Tensor Learning in Python JMLR 2019
A Representer Theorem for Deep Neural Networks JMLR 2019
Measuring the Effects of Data Parallelism on Neural Network Training JMLR 2019
Exploring local rotation invariance in 3D CNNs with steerable filters MIDL 2019
Dense Segmentation in Selected Dimensions: Application to Retinal Optical Coherence Tomography MIDL 2019
Learning beamforming in ultrasound imaging MIDL 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection MLHC 2019
ASAC: Active Sensing using Actor-Critic models MLHC 2019
Litigation Analytics: Case Outcomes Extracted from US Federal Court Dockets NAACL 2019
Designing a Symbolic Intermediate Representation for Neural Surface Realization NAACL 2019
Neural Finite-State Transducers: Beyond Rational Relations NAACL 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering NAACL 2019
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019
A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL 2019
Linguistic Knowledge and Transferability of Contextual Representations NAACL 2019
Competence-based Curriculum Learning for Neural Machine Translation NAACL 2019
Modeling Recurrence for Transformer NAACL 2019
Star-Transformer NAACL 2019
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks NAACL 2019
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues NAACL 2019
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems NAACL 2019
Incorporating Emoji Descriptions Improves Tweet Classification NAACL 2019
Adaptive Convolution for Text Classification NAACL 2019
Segmentation-free compositional n-gram embedding NAACL 2019