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Neural Networks

11300 directly classified papers

Papers per year

Papers

Do LSTMs really work so well for PoS tagging? – A replication study EMNLP 2017
A Neural Model for User Geolocation and Lexical Dialectology ACL 2017
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model EMNLP 2017
A Mention-Ranking Model for Abstract Anaphora Resolution EMNLP 2017
Learning to Explain Entity Relationships by Pairwise Ranking with Convolutional Neural Networks IJCAI 2017
Focused Depth-first Proof Number Search using Convolutional Neural Networks for the Game of Hex IJCAI 2017
Diverse Neuron Type Selection for Convolutional Neural Networks IJCAI 2017
Random Shifting for CNN: a Solution to Reduce Information Loss in Down-Sampling Layers IJCAI 2017
Semi-Supervised Deep Hashing with a Bipartite Graph IJCAI 2017
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP 2017
Coordination Boundary Identification with Similarity and Replaceability IJCNLP 2017
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information IJCNLP 2017
Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks IJCNLP 2017
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017
Reusing Neural Speech Representations for Auditory Emotion Recognition IJCNLP 2017
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing IJCNLP 2017
Attentive Language Models IJCNLP 2017
Object Detection Meets Knowledge Graphs IJCAI 2017
Training Group Orthogonal Neural Networks with Privileged Information IJCAI 2017
Diverse Neural Network Learns True Target Functions AISTATS 2017
ConvNets with Smooth Adaptive Activation Functions for Regression AISTATS 2017
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering ACL 2017
Learning Generic Sentence Representations Using Convolutional Neural Networks EMNLP 2017
Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection EMNLP 2017