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Deep Learning

1752 directly classified papers

Papers per year

Papers

Generalized Dilated CNN Models for Depression Detection Using Inverted Vocal Tract Variables INTERSPEECH 2021
Broadcasted Residual Learning for Efficient Keyword Spotting INTERSPEECH 2021
Nonlinear Acoustic Echo Cancellation with Deep Learning INTERSPEECH 2021
Sentence-Permuted Paragraph Generation EMNLP 2021
Proxy Indicators for the Quality of Open-domain Dialogues EMNLP 2021
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation EMNLP 2021
Maximal Clique Based Non-Autoregressive Open Information Extraction EMNLP 2021
Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing EMNLP 2021
REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021
discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021
Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse EMNLP 2021
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021
Countering the Influence of Essay Length in Neural Essay Scoring EMNLP 2021
GTCOM Neural Machine Translation Systems for WMT21 EMNLP 2021
Adapting Neural Machine Translation for Automatic Post-Editing EMNLP 2021
Adaptive Proximal Gradient Methods for Structured Neural Networks NIPS 2021
Understanding and Improving Early Stopping for Learning with Noisy Labels NIPS 2021
Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks NIPS 2021
Second-Order Neural ODE Optimizer NIPS 2021
Machine Translation with Pre-specified Target-side Words Using a Semi-autoregressive Model ACL 2021
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ACL 2021
Fast and Accurate Neural Machine Translation with Translation Memory ACL 2021
DeepI2P: Image-to-Point Cloud Registration via Deep Classification CVPR 2021