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Neural Networks

11,723 papers

Papers per year

25
148
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Papers

Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension COLING 2020
Leveraging WordNet Paths for Neural Hypernym Prediction COLING 2020
RANCC: Rationalizing Neural Networks via Concept Clustering COLING 2020
An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification COLING 2020
Rethinking Skip Connection with Layer Normalization COLING 2020
Second-Order Unsupervised Neural Dependency Parsing COLING 2020
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text COLING 2020
When and Who? Conversation Transition Based on Bot-Agent Symbiosis Learning Network COLING 2020
Syllable-based Neural Thai Word Segmentation COLING 2020
Incorporating Inner-word and Out-word Features for Mongolian Morphological Segmentation COLING 2020
Morphological disambiguation from stemming data COLING 2020
Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph Entities COLING 2020
A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings COLING 2020
Priorless Recurrent Networks Learn Curiously COLING 2020
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering COLING 2020
Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs COLING 2020
Neural Automated Essay Scoring Incorporating Handcrafted Features COLING 2020
Pointing to Select: A Fast Pointer-LSTM for Long Text Classification COLING 2020
A Deep Metric Learning Method for Biomedical Passage Retrieval COLING 2020
Mama/Papa, Is this Text for Me? COLING 2020
Continual Lifelong Learning in Natural Language Processing: A Survey COLING 2020
Fast Word Predictor for On-Device Application COLING 2020
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention COLING 2020
Model-agnostic Methods for Text Classification with Inherent Noise COLING 2020
Schwa-deletion in German noun-noun compounds COLING 2020