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Deep Learning

1397 directly classified papers

Papers per year

Papers

Estimating Linguistic Complexity for Science Texts NAACL 2018
Multi-encoder Transformer Network for Automatic Post-Editing EMNLP 2018
DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018
A Transformer-Based Multi-Source Automatic Post-Editing System EMNLP 2018
MS-UEdin Submission to the WMT2018 APE Shared Task: Dual-Source Transformer for Automatic Post-Editing EMNLP 2018
Alibaba Submission for WMT18 Quality Estimation Task EMNLP 2018
A mostly unlexicalized model for recognizing textual entailment EMNLP 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
What It Takes to Achieve 100% Condition Accuracy on WikiSQL EMNLP 2018
Rescoring-Aware Beam Search for Reduced Search Errors in Contextual Automatic Speech Recognition INTERSPEECH 2017
Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring CVPR 2017
If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking EACL 2017
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks? EACL 2017
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL 2017
Decoupling "when to update" from "how to update" NIPS 2017
SGD Learns the Conjugate Kernel Class of the Network NIPS 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
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL 2017
Broad Context Language Modeling as Reading Comprehension EACL 2017
Very Deep Convolutional Networks for Text Classification EACL 2017
LanideNN: Multilingual Language Identification on Character Window EACL 2017
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts EACL 2017
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017