Papers
Neural Architectures for Named Entity Recognition
Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al.
Neural Attention for Learning to Rank Questions in Community Question Answering
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño et al.
Neural Autoregressive Distribution Estimation
Benigno Uria, Marc-Alexandre Côté, Karol Gregor et al.
Neural-based Noise Filtering from Word Embeddings
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu
Neural Enquirer: Learning to Query Tables in Natural Language
Pengcheng Yin, Zhengdong Lu, Hang Li et al.
Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge
Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon et al.
Neural Generative Question Answering
Jun Yin, Xin Jiang, Zhengdong Lu et al.
Neural Greedy Constituent Parsing with Dynamic Oracles
Maximin Coavoux, Benoît Crabbé
Neural Headline Generation on Abstract Meaning Representation
Sho Takase, Jun Suzuki, Naoaki Okazaki et al.
Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks
Daniel Ritchie, Anna Thomas, Pat Hanrahan et al.
Neural Machine Translation
Thang Luong, Kyunghyun Cho, Christopher D. Manning
2016
ACL
Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow, Alexandra Birch
Neural Machine Translation with Supervised Attention
Lemao Liu, Masao Utiyama, Andrew Finch et al.
Neural Module Networks
Jacob Andreas, Marcus Rohrbach, Trevor Darrell et al.
Neural Morphological Analysis: Encoding-Decoding Canonical Segments
Katharina Kann, Ryan Cotterell, Hinrich Schütze
Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition
Bo Li, Tara N. Sainath, Ron J. Weiss et al.
Neural Network-Based Abstract Generation for Opinions and Arguments
Lu Wang, Wang Ling
Neural Network-Based Model for Japanese Predicate Argument Structure Analysis
Tomohide Shibata, Daisuke Kawahara, Sadao Kurohashi
Neural Network for Heterogeneous Annotations
Hongshen Chen, Yue Zhang, Qun Liu
Neural Networks For Negation Scope Detection
Federico Fancellu, Adam Lopez, Bonnie Webber
Neural Networks for Sentiment Analysis
Yue Zhang, Duy Tin Vo
2016
EMNLP
Neural Network Translation Models for Grammatical Error Correction
Shamil Chollampatt, Kaveh Taghipour, Hwee Tou Ng
Neural Paraphrase Generation with Stacked Residual LSTM Networks
Aaditya Prakash, Sadid A. Hasan, Kathy Lee et al.
Neural Relation Extraction with Selective Attention over Instances
Yankai Lin, Shiqi Shen, Zhiyuan Liu et al.