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Recurrent Neural Networks

592 directly classified papers

Papers per year

Papers

Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems NIPS 2021
Truecasing German user-generated conversational text EMNLP 2020
Bivariate Beta-LSTM AAAI 2020
NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets EMNLP 2020
How well does surprisal explain N400 amplitude under different experimental conditions? EMNLP 2020
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020
IITP-AI-NLP-ML@ CL-SciSumm 2020, CL-LaySumm 2020, LongSumm 2020 EMNLP 2020
Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment ACL 2020
Multi-Zone Unit for Recurrent Neural Networks AAAI 2020
Identifying robust markers of Parkinson’s disease in typing behaviour using a CNN-LSTM network EMNLP 2020
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs ACL 2020
Temporal Pyramid Recurrent Neural Network AAAI 2020
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models ACL 2020
Disentangling dialects: a neural approach to Indo-Aryan historical phonology and subgrouping EMNLP 2020
A Pointer Network Architecture for Joint Morphological Segmentation and Tagging EMNLP 2020
Structured Sparsification of Gated Recurrent Neural Networks AAAI 2020
Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020
Recurrent Inference in Text Editing EMNLP 2020
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020
Continual Learning Long Short Term Memory EMNLP 2020
Conditioning, but on Which Distribution? Grammatical Gender in German Plural Inflection EMNLP 2020
Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020
Fast and Deep Graph Neural Networks AAAI 2020
Neural Dialogue State Tracking with Temporally Expressive Networks EMNLP 2020
System Identification with Time-Aware Neural Sequence Models AAAI 2020